Recent directions in telemedicine: Review of trends in research and practice
Open accessAbstract
OBJECTIVES: Healthcare is now routinely delivered by telecommunications-based services in all developed countries and an increasing number of developing countries. Telemedicine is used in many clinical specialities and across numerous healthcare settings, which range from mobile patient-centric applications to complex interactions amongst clinicians in tertiary referral hospital settings. This paper discusses some recent areas of significant development and progress in the field with the purpose of identifying strong trends in both research and practice activities. METHODS: To establish the breadth of new ideas and directions in the field, a review of literature was made by searching PubMed for recent publications including terms (telemedicine OR telehealth) AND (challenge OR direction OR innovation OR new OR novel OR trend), for all searchable categories. 3,433 publications were identified that have appeared since January 1, 2005 (2,172 of these since January 1, 2010), based on a search conducted on June 1, 2015. RESULTS: The current interest areas in these papers span both synchronous telemedicine, including intensive care, emergency medicine, and mental health, and asynchronous telemedicine, including wound and burns care, dermatology and ophthalmology. CONCLUSIONS: It is concluded that two major drivers of contemporary tele medicine development are a high volume demand for a particular clinical service, and/or a high criticality of need for clinical exper tise to deliver the service. These areas offer promise for further study and enhancement of applicable telemedicine methods and have the potential for large-scale deployments internationally, which would contribute significantly to the advancement of healthcare.
AI snapshot
Written from the paper’s full text.
TL;DR
This narrative review surveys recent telemedicine research and practice trends, focusing on selected synchronous and asynchronous clinical applications. It concludes that contemporary development is driven mainly by high-volume demand for a service and/or high criticality of need for timely specialist expertise.
Key findings
- A PubMed search identified 3,433 publications since January 1, 2005 (2,172 since January 1, 2010), with current interest spanning synchronous areas such as intensive care, emergency medicine, and mental health, and asynchronous areas such as wound/burns care, dermatology, and ophthalmology.
- Two major drivers of contemporary telemedicine development are identified: high volume demand for a particular clinical service, and/or high criticality of need for clinical expertise to deliver the service.
- In intensive care, the paper notes approximately 4,000 intensivists for 4,000 adult ICUs in the United States; a review of 25 studies found most showed some mortality reduction after eICU introduction, though with high variation across projects.
- In telestroke, the TEMPiS project treated 54,804 strokes and transient ischemic attacks in 15 regional hospitals, performed 31,864 teleconsultations, applied intravenous thrombolysis to 3,331 cases, reduced median onset-to-treatment time from 150 to 120 minutes, and reduced door-to-needle time from 80 to 40 minutes.
Methods
- Narrative literature review searching PubMed for publications containing (telemedicine OR telehealth) AND (challenge OR direction OR innovation OR new OR novel OR trend), across all searchable categories; search conducted June 1, 2015.
- The review selected illustrative applications rather than covering the entire field, grouping them into synchronous telemedicine (intensive care, emergency medicine, mental health) and asynchronous telemedicine (wound care, teledermatology, teleophthalmology).
- The paper states that home/mobile-based applications and educational or administrative services were not further discussed; a simple keyword analysis of the most relevant publications was used to identify clinical areas.
Limitations
- Stated in the paper: a comprehensive review of the entire telemedicine field is beyond its scope, so only a few important applications are highlighted; home/mobile applications and educational or administrative services are excluded.
- Evident from the text: the search is PubMed-only, uses broad keyword terms, and no systematic screening, formal inclusion criteria, quality appraisal, or quantitative synthesis is described.
- Evident from the text: the review is narrative and time-bound to a June 1, 2015 search, so its trends reflect literature available up to that point.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Claims the paper makes
0 of 56 cited sources checked · 0 supported · 0 flagged
- Premisecitation
There is a worldwide shortage of intensive care specialists (intensivists).
“While intensive care units exist in most hospitals, there is a worldwide shortage of intensive care specialists (intensivists).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Ahn, 2012, ICU Dir source
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- Premisecitation
The ECHONET project recorded high levels of satisfaction for the ability of the system to integrate a number of activities closely across two geographically separated sites.
“High levels of satisfaction were recorded for the ability of the system to integrate a number of activities closely across the two geographically-separated sites.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] Hansen, 2013, J Int Soc Telemed eHealth
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- Premisecitation
A single 50-minute mental health consultation can be replaced by two or three shorter interviews using telemedicine.
“For example, while the basic mental health consultation is an interview between clinician and patient, the ease of access provided by telemedicine can allow a single 50-minute consultation to be replaced by two or three shorter interviews [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Mohr, 2009, Clin Psychol Sci Pract source
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- Premisecitation
In the TEMPiS project, intravenous thrombolysis was applied to 3,331 stroke cases.
“Intravenous thrombolysis was applied to 3,331 of these stroke cases.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Muller-Barna, 2014, Stroke source
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- Premisecitation
A study of 838 ambulance-transported patients in Korea, of whom 188 were subject to in-ambulance monitoring, demonstrated that the choice of the treating hospital could be improved if physicians were made aware of continuous monitoring of vital signs.
“A recent study of 838 ambulance-transported patients in Korea (of whom 188 were subject to in-ambulance monitoring) demonstrated that the choice of the treating hospital could be improved if physicians were made aware of continuous monitoring of vital signs [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Kim, 2011, Telemed J E Health source
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- Premisecitation
Many eICU implementations demonstrated reduction in stress and burnout experienced by staff members who have to care for ICU patients without peer support.
“Many implementations demonstrated reduction in stress and 'burnout' experienced by staff members who have to care for ICU patients without peer support.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11] Kumar, 2013, Perspect Health Inf Manag
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- Premisecitation
Economic analyses have shown that the cost effectiveness of synchronous telemedicine varies widely according to the delivery setting.
“Economic analyses have shown that cost effectiveness of synchronous telemedicine vary widely according to the delivery setting [8].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Wade, 2010, BMC Health Serv Res source
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- Premisecitation
Scheduling difficulties for both patient and clinician can be eased through the use of asynchronous consultations.
“Scheduling difficulties for both patient and clinician can be eased through the use of asynchronous consultations [19].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Yellowlees, 2011, Telemed J E Health source
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- Premisecitation
The virtual critical care unit demonstrated improved decision-making for patient management, especially for patients in the middle levels of trauma severity, where local management could be enhanced through specialist participation.
“The system was able to demonstrate improved decision-making for patient-management, especially for those patients in the 'middle' levels of trauma severity, where local management could be enhanced through specialist participation [14].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Westbrook, 2008, Med J Aust source
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- Premisecitation
High levels of agreement between experts have been reported for telemedicine in burns.
“High levels of agreement between experts have been reported [31] for telemedicine, whereas referring physicians tended to make more pessimistic assessments.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Saffle, 2009, J Trauma source
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- Premisecitation
These technical aspects are seldom systematized sufficiently in clinical situations to allow reliable control of variability and prediction of outcomes.
“These aspects are seldom systematized sufficiently in clinical situations to allow reliable control of the variability and prediction of outcomes [2526].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2526]
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- Premisecitation
There appears to be little or no reduction in effectiveness of home-based telemental health compared with face-to-face consultations.
“There appears to be little or no reduction in effectiveness compared with face-to-face consultations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] Pruitt, 2014, Prof Psychol Res Pr source
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- Premisecitation
Telemedicine has been reported recently as being used innovatively for wound care in postoperative wound management, trauma and accidental injury patients, burns, diabetes and other degenerative diseases, pressure sores and ulcers, skin and subcutaneous procedures.
“Situations in which telemedicine has been reported recently as being used innovatively for wound care include postoperative wound management, trauma and accidental injury patients, burns, diabetes and other degenerative diseases, pressure sores and ulcers, skin and subcutaneous procedures [2324].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [2324]
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- Premisecitation
High levels of agreement (at least 80%) between experts have been reported for telewoundcare in nursing home settings.
“High levels of agreement (at least 80%) between experts have been reported for this approach in primary care [28] and nursing home [29] settings.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Vowden, 2013, J Wound Care source
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- Interpretationreasoning
The relative immediacy of home-based telemental health is further enhanced through the use of mobile devices.
“The relative immediacy of HBTMH is further enhanced through the use of mobile devices.”
Quote in the paperNot a substantial claim - Interpretationreasoning
A success story within emergency telemedicine has been the use of telemedicine in acute stroke care, sometimes referred to as telestroke.
“A success story within emergency telemedicine has been the use of telemedicine in acute stroke care, sometimes referred to as 'telestroke'.”
Quote in the paperSubstantial claim- Rests on an assumption: Thrombolytic drugs, if delivered within a strict post-stroke time window, have a high rate of reversal of many of the long-term effects of stroke.
- Rests on an assumption: There is risk to the patient if thrombolytic drugs are administered when stroke is not indicated.
- Rests on an assumption: Neurological specialists qualified to make the decision on drug administration are sparsely distributed outside major cities in most countries with advanced healthcare systems.
- Rests on an assumption: The delay limit for drug administration in acute stroke is about four hours from stroke onset.
- Premisecitation
More complex telewoundcare management situations, such as pressure ulcers involving multiple carers, have been shown to be comparable with conventional practice.
“More complex telewoundcare management situations, such as pressure ulcers involving multiple carers, have also been shown to be comparable with conventional practice [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Stern, 2014, BMC Health Serv Res source
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- Premisecitation
A recent study of teledermatology programs in the United States observed that sustainability of services since 2003 depended strongly on volume of case throughput.
“A recent study of teledermatology programs in the United States observed that sustainability of services in the study period since 2003 had depended strongly on volume of case throughput [34].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] Armstrong, 2012, J Am Acad Dermatol source
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- Premisecitation
Referring physicians tended to make more pessimistic assessments than experts in teleburn.
“High levels of agreement between experts have been reported [31] for telemedicine, whereas referring physicians tended to make more pessimistic assessments.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Saffle, 2009, J Trauma source
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- Premisenone given
Widespread availability of personal communication devices with inbuilt cameras allows ad hoc practices to emerge.
“due to the widespread availability of personal communication devices with inbuilt cameras, which allow ad hoc practices to emerge”
Quote in the paperSubstantial claim - Interpretationreasoning
The net effect of the time separation in asynchronous telemedicine is that poor availability of a scarce physical or human resource is overcome by careful management of the capture, storage, and transmission of information to accommodate that situation.
“Whether for reasons of efficiency or to overcome resource constraints, the net effect of this separation is that poor availability of a scarce physical or human resource is overcome by careful management of the capture, storage, and transmission of information to accommodate that situation.”
Quote in the paperSubstantial claim - Premisecitation
Studies in the UK and USA suggest that routine institutional teleburn treatment management is feasible.
“Studies in UK [32] and USA [33] suggest that routine institutional teleburn treatment management is feasible.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
The need to supply timely and sometimes frequent contact between clinician and patient is met by implementing home-based telemental health using the improved communications infrastructure present in many homes.
“The need to supply timely and sometimes frequent contact between clinician and patient is met by implementing home-based telemental health (HBTMH) using the improved communications infrastructure present in many homes.”
Quote in the paperSubstantial claim- Rests on an assumption: There is a stigma attached to seeking treatment for mental conditions, which creates barriers between patients and those who can offer treatment.
- Interpretationreasoning
The ability to interact with a patient at virtually any time or place makes mobile devices especially useful in delivering mental health care.
“The ability to interact with a patient at virtually any time or place makes mobile devices especially useful in delivering mental health care.”
Quote in the paperNot a substantial claim - Premisecitation
High levels of agreement (at least 80%) between experts have been reported for telewoundcare in primary care settings.
“High levels of agreement (at least 80%) between experts have been reported for this approach in primary care [28] and nursing home [29] settings.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Chen, 2014, Ann Plast Surg source
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- Interpretationreasoning
Technical aspects such as image resolution, focus, depth-of-field, lighting, camera position relative to subject, and colour are important to ensure enough information for accurate clinical assessment and judgement.
“Technical aspects, such as image resolution, focus, and depth-of-field, as well as lighting, position of camera relative to the subject, and colour, are all important to ensure that there is enough information for accurate clinical assessment and judgement.”
Quote in the paperSubstantial claim - Premisecitation
Telewoundcare research has noted an advantage: ease of accessing additional expert opinion for assessment and treatment by patients and carers through simple imaging approaches.
“An advantage noted in telewoundcare research has been the ease with which additional expert opinion for assessment and treatment can be accessed by patients and carers through simple imaging approaches.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The effectiveness of image-based telewoundcare depends closely on the quality and acquisition characteristics of the imagery.
“The effectiveness of the approach depends closely on the quality and acquisition characteristics of the imagery.”
Quote in the paperSubstantial claim - Premisecitation
One of the most active areas for teledermatology development and deployment has been in skin cancer screening, diagnosis, and treatment management.
“One of the most active areas for teledermatology development and deployment has been in skin cancer screening, diagnosis, and treatment management [44].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Mahendran, 2005, Clin Exp Dermatol source
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- Premisecitation
The clinical efficacy of teleophthalmology for diabetic retinopathy has been established.
“Its clinical efficacy has been established [52] and more recently, analysis of its economic viability has been undertaken [5354].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Whited, 2006, Diabetes Technol Ther source
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- Premisecitation
Fundamental acuity testing has been seen as a suitable candidate for remote delivery using computer-based tools.
“Fundamental acuity testing has been seen as a suitable candidate for remote delivery using computer-based tools [57], and it has been shown to deliver performance comparable to that of human testers [58].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Kumar, 2008, Clin Exp Optom source
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- Premisecitation
Adoption of teledermatology (including teledermatoscopy) has been widespread compared with other areas in telemedicine.
“Adoption of teledermatology (including teledermatoscopy) has been widespread compared with other areas in telemedicine, driven by the availability of numerous commercial products to acquire and analyze imagery [36], by the user satisfaction and positive attitude of dermatologists towards its uptake [37], and by the substantial evidence of its clinical effectiveness [383940].”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
The development of an open-source system, EyePACS, supporting diabetic retinopathy and other ocular disorders on a variety of platforms, has encouraged widespread adoption of the telemedicine approach.
“The development of an open-source system, EyePACS [55], supporting diabetic retinopathy as well as other ocular disorders on a variety of platforms, has encouraged widespread adoption of the telemedicine approach [56].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [55] Cuadros, 2004, Stud Health Technol Inform
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- cites [56] Cuadros, 2009, J Diabetes Sci Technol source
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- Premisecitation
Teledermatology was overall inferior to clinical dermatology in diagnostic accuracy.
“A subsequent study reported that teledermatology was overall inferior to clinical dermatology in diagnostic accuracy [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Warshaw, 2009, J Am Acad Dermatol source
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- Premisecitation
Analysis of economic viability of teleophthalmology for diabetic retinopathy has been undertaken.
“Its clinical efficacy has been established [52] and more recently, analysis of its economic viability has been undertaken [5354].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5354]
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- Premisenone given
A major application area for teleophthalmology is diabetic retinopathy, often in repeated screening of diabetes patients for signs of deterioration.
“A major application area for teleophthalmology is diabetic retinopathy, often in a setting of repeated screening of diabetes patients for signs of deterioration.”
Quote in the paperNot a substantial claim - Interpretationcitation
Teledermatology can offer improvements in healthcare in settings with a substantial remote area population like Australia.
“It can also offer improvements in healthcare in settings with a substantial remote area population like Australia [41], and in developing world situations where population size limits access to health services, like India [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] Muir, 2008, Stud Health Technol Inform
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- Interpretationcitation
Teledermatology can offer improvements in healthcare in developing world situations where population size limits access to health services, like India.
“It can also offer improvements in healthcare in settings with a substantial remote area population like Australia [41], and in developing world situations where population size limits access to health services, like India [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Thomas, 2013, Indian Dermatol Online J source
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- Premisecitation
Computer-based remote visual acuity testing has been shown to deliver performance comparable to that of human testers.
“Fundamental acuity testing has been seen as a suitable candidate for remote delivery using computer-based tools [57], and it has been shown to deliver performance comparable to that of human testers [58].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] Srinivasan, 2012, Br J Ophthalmol source
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- Interpretationreasoning
One consequence has been the ability to provide telemedicine on a wide variety of delivery devices.
“One consequence has been the ability to provide telemedicine on a wide variety of delivery devices.”
Quote in the paperSubstantial claim - Interpretationreasoning
In 2015, telemedicine is evolving from a technology-driven novelty to an essential component of healthcare delivery in a number of specialities and fields.
“In 2015, we are seeing telemedicine evolve from a technology-driven novelty to an essential component of healthcare delivery in a number of specialities and fields.”
Quote in the paperSubstantial claim- Rests on an assumption: The reviewed literature is representative of telemedicine research and practice trends.
- Interpretationnone given
One recent trend has been the evolution of hybrid models of care derived by changing some aspects of the telemedicine solution to introduce a significant variation.
“One recent trend has been the evolution of hybrid models of care derived by changing some aspects of the telemedicine solution to introduce a significant variation.”
Quote in the paperSubstantial claim - Premisecitation
Recent interest has been shown in using smartphones in place of specialised equipment where feasible.
“Recent interest has been shown in using smartphones in place of specialised equipment where feasible [61].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [61] Zvornicanin, 2014, Acta Inform Med source
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- Interpretationreasoning
Increased use of wireless communication is permitting telemedicine to be used more easily at the point of care rather than in a videoconferencing setting.
“Increased use of wireless communication is permitting telemedicine to be used more easily at the point of care rather than in a videoconferencing setting.”
Quote in the paperSubstantial claim - Interpretationnone given
High volume trend: it is increasingly difficult to physically co-locate the patient and their associated data with the expertise to deal with that data.
“High volume, in which it is increasingly difficult to physically co-locate the patient and their associated data on the one hand, and the expertise to deal with that data on the other.”
Quote in the paperSubstantial claim - Interpretationreasoning
Telemedicine is now working in a richer information space than in the 1990s.
“Telemedicine is now working in a richer information space than in the 1990s.”
Quote in the paperSubstantial claim - Interpretationreasoning
As healthcare models evolve, telemedicine is more likely to fulfil a role in transforming healthcare by increasing the capacity for clinical professionals to interact with patients and carers.
“As healthcare models evolve, telemedicine is more likely to fulfil a role in transforming healthcare by increasing the capacity for clinical professionals to interact with patients and carers.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Another trend has been the adoption of telemedicine on a greater scale by certain clinical disciplines, such as critical and emergency care, or chronic disease management.
“Another trend has been the adoption of telemedicine on a greater scale by certain clinical disciplines, such as critical and emergency care, or chronic disease management.”
Quote in the paperSubstantial claim
- May combine two claims. 26
- Classified as probably not a substantial claim. 19
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataThe literature search identified 3,433 publications that have appeared since January 1, 2005, of which 2,172 appeared since January 1, 2010, based on a search conducted on June 1, 2015.
“3,433 publications were identified that have appeared since January 1, 2005 (2,172 of these since January 1, 2010), based on a search conducted on June 1, 2015.”
- Also stated in: § 2. Literature Search · plain
“3,433 publications were identified that have appeared since January 1, 2005 (2,172 of these since January 1, 2010), based on a search conducted on June 1, 2015.”
Quote in the paperNot a substantial claim- Also stated in: § 2. Literature Search · plain
May combine two claims.
Findingown dataA simple keyword analysis of the publications deemed most relevant to telemedicine showed that numerous clinical areas were addressed, but far fewer technologies.
“A simple keyword analysis of those deemed most relevant to telemedicine showed that numerous clinical areas were addressed, but far fewer technologies.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenThe current interest areas in the identified papers span both synchronous telemedicine, including intensive care, emergency medicine, and mental health, and asynchronous telemedicine, including wound and burns care, dermatology and ophthalmology.
“The current interest areas in these papers span both synchronous telemedicine, including intensive care, emergency medicine, and mental health, and asynchronous telemedicine, including wound and burns care, dermatology and ophthalmology.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTwo major drivers of contemporary telemedicine development are a high volume demand for a particular clinical service and/or a high criticality of need for clinical expertise to deliver the service.
“It is concluded that two major drivers of contemporary tele medicine development are a high volume demand for a particular clinical service, and/or a high criticality of need for clinical exper tise to deliver the service.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA 2009 World Health Organization survey found that teleradiology was the most common telemedicine application, practised in 62% of WHO member states that responded to the survey.
“A 2009 survey conducted by the World Health Organization (WHO) [1] focused on four specialities, and found that teleradiology was the most common application, practised in 62% of WHO member states which responded to the survey.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] World Health Organisation, 2010
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May combine two claims.
PremisecitationTelehealth adoption was highest in Europe, the Americas, and South-East Asia, and lowest in Africa and the Eastern Mediterranean.
“Telehealth adoption in Europe, the Americas, and South-East Asia was highest, while Africa and the Eastern Mediterranean had the lowest uptake.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] World Health Organisation, 2010
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PremisecitationIn the TEMPiS project, the median onset-to-treatment time was reduced from 150 to 120 minutes, and door-to-needle time was reduced from 80 to 40 minutes.
“The median onset-to-treatment time was reduced from 150 to 120 minutes, and door-to-needle time was reduced from 80 to 40 minutes [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Muller-Barna, 2014, Stroke source
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May combine two claims.
PremisecitationA similar project in Arizona connected a level 1 trauma centre in Tucson to five rural hospitals with minimal specialist support; although the sample size was too small for detailed analysis, the authors reported considerable savings in the cost of transporting patients.
“A similar project in Arizona, USA connected a level 1 trauma centre in Tucson to five rural hospitals with minimal specialist support [15]. Although the sample size was too small for detailed analysis, the authors reported considerable savings in the cost of transporting patients.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [15] Latifi, 2009, Am J Surg source
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Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).
PremisecitationThe global implementation of telehealth, measured by either number of patients or revenue from services and technology sales, will increase tenfold between 2012 and 2018.
“A recent report [5] suggested that the global implementation of telehealth, as measured by either number of patients or revenue from services and technology sales, will increase tenfold between 2012 and 2018.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Global telehealth market to expand 10x by 2018 [Internet]. [place unknown]. Modern Health Talk. 2014. cited at 2015 Mar 20. Available from: http://www.mhealthtalk.com/global-telehealth-market-to-expand-10x-by-2018/#more-7937
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May combine two claims.
PremisecitationThe ECHONET project produced other benefits including enhanced training opportunities and reduced stress for staff in the rural ICU.
“Other benefits included enhanced training opportunities and reduced stress for staff in the rural ICU.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] Hansen, 2013, J Int Soc Telemed eHealth
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationHome-based telemental health has benefits including better adherence to appointments and medication, overcoming social isolation, access to contextual information such as the patient's home situation, improved patient and practitioner safety, and removal of the fears of stigma attached to attending a mental health clinic.
“A recent review paper [21] pointed out a number of benefits of HBTMH, including better adherence to appointments and medication, overcoming social isolation, access to contextual information such as the patient's home situation, improved patient and practitioner safety, and removal of the fears of stigma attached to attending a mental health clinic.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21] Pruitt, 2014, Prof Psychol Res Pr source
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May combine two claims.
PremisecitationAmong 25 studies, most showed some reduction in mortality following the introduction of the eICU, although the actual reduction exhibited high variation across different projects.
“A recent review [11] showed that among 25 studies, most showed some reduction in mortality following the introduction of the eICU, although the actual reduction exhibited a high variation across different projects.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11] Kumar, 2013, Perspect Health Inf Manag
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May combine two claims.
PremisecitationIn the TEMPiS project, between February 2003 and December 2012, 54,804 strokes and transient ischemic attacks were treated in 15 regional hospitals, and 31,864 teleconsultations were performed.
“As an example, in the TeleMedical Project for Integrative Stroke Care (TEMPiS) in Bavaria, Germany, between February 2003 and December 2012, 54,804 strokes and transient ischemic attacks were treated in 15 regional hospitals, and 31,864 teleconsultations were performed.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Muller-Barna, 2014, Stroke source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe World Health Organization has estimated that 450 million people are affected by mental or behavioural disorders worldwide, and five of the ten leading causes of disability and premature death are associated with psychiatric conditions.
“The World Health Organization [18] has estimated that 450 million people are affected by mental or behavioural disorders worldwide, and five of the ten leading causes of disability and premature death are associated with psychiatric conditions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [18] World Health Organization. Prevention of mental disorders: effective interventions and policy options [Internet]. Geneva, Switzerland. World Health Organization. 2004. cited at 2015 Apr 3. Available from: http://www.who.int/mental_health/evidence/en/prevention_of_mental_disorders_sr.pdf
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn the United States, it is estimated that there are approximately 4,000 intensivists to staff the 4,000 adult intensive care units.
“For example, in the United States, it is estimated [9] that there are approximately 4,000 intensivists to staff the 4,000 adult intensive care units (ICUs) in the nation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [9] Ahn, 2012, ICU Dir source
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May combine two claims.
PremisecitationThe potentially fatal effects of depression and other mental conditions can be prevented or greatly attenuated with timely intervention, but this is difficult to implement due to limitations in access to providers.
“The potentially fatal effects of depression and other mental conditions can be prevented or greatly attenuated with timely intervention, but this is difficult to implement, due to such factors as limitations in access to providers [19].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] Yellowlees, 2011, Telemed J E Health source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe growth in telehealth implementation is driven largely by the rapid proliferation of mobile and home-based devices, which in turn is driven by the need for cost-effective management of chronic and aging-related disease.
“This growth is driven largely by the rapid proliferation of mobile and home-based devices, which in turn is driven by the need for the cost-effective management of chronic and aging-related disease.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMental health is an increasing challenge for health systems worldwide.
“Mental health is an increasing challenge for health systems worldwide.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [18] World Health Organization. Prevention of mental disorders: effective interventions and policy options [Internet]. Geneva, Switzerland. World Health Organization. 2004. cited at 2015 Apr 3. Available from: http://www.who.int/mental_health/evidence/en/prevention_of_mental_disorders_sr.pdf
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA contemporary review lists a number of activities in mental illness management facilitated through mHealth.
“A contemporary review [22] lists a number of activities in mental illness management facilitated through mHealth.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [22] Price, 2014, Clin Psychol Psychother source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenThe constraints imposed by limited bandwidth availability which prompted the development of asynchronous services have now largely fallen away, so there has been a migration of some of these services to synchronous or near-synchronous.
“The constraints imposed by limited bandwidth availability which prompted the development of asynchronous services have now largely fallen away, so there has been a migration of some of these services to synchronous (or near-synchronous).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIn Australia, a national online consultation and educational service known as TeleDerm has operated for the past decade, providing asynchronous case advice with a 24-hour turn-around.
“In Australia, a national online consultation and educational service known as TeleDerm has operated for the past decade, providing asynchronous case advice with a 24-hour turn-around [35].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Muir, 2014, Aust Fam Physician
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
PremisecitationIt has been claimed that accuracy of 81% is achievable with mobile teledermatology, consistent with conventional teledermatology.
“it has been claimed that accuracy of 81% is achievable [50], consistent with conventional teledermatology.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Lamel, 2012, J Am Acad Dermatol source
Not checked in the free run.
May combine two claims.
InterpretationreasoningTeleophthalmology generally requires specialised imaging equipment, is non-invasive, and not reliant on direct clinical expertise in image acquisition, making it easier to achieve cost-effectiveness in large-scale population-wide circumstances.
“While teleophthalmology generally requires specialised imaging equipment, it is non-invasive and not reliant on direct clinical expertise in the image acquisition process, which makes it easier to achieve cost-effectiveness in large-scale population-wide circumstances.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe performance of teledermatology in skin cancer screening/diagnosis is below that of direct clinical inspection, with typical reported accuracy of diagnosis rates around 80%.
“It is accepted by many authors that the performance of teledermatology in this area is below that of direct clinical inspection, with typical reported accuracy of diagnosis rates of around 80%, e.g., [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Moreno-Ramirez, 2005, J Telemed Telecare source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenIn remote areas and developing countries, loss of productivity and opportunities due to diminished vision could be avoided by provision of regular, frequent eye care.
“Especially in remote areas and developing countries, the loss of productivity and opportunities due to diminished vision could be avoided by the provision of regular, frequent eye care.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationResults obtained with publicly available smartphone dermatology applications may be highly variable and unreliable.
“Cautionary commentary has also appeared suggesting that results obtained with publicly available smartphone dermatology applications may be highly variable and unreliable [51].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [51] Wolf, 2013, JAMA Dermatol source
Not checked in the free run.
May combine two claims.
PremisecitationRecognition of potential melanoma and carcinoma from transmitted images has high sensitivity (98%) but low specificity (43%), resulting in excessive referrals.
“Recognition of potential melanoma and carcinoma from transmitted images was shown to have high sensitivity (98%) but low specificity (43%) [46], resulting in excessive referrals.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] Bowns, 2006, Health Technol Assess source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningOften, this recent adoption has been due to the development of a new technological solution that makes this practical.
“Often, this recent adoption has been due to the development of a new technological solution (e.g., storage and rapid backend processing of large datasets) that makes this practical.”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
InterpretationreasoningTwo trends immediately apparent are implementations demonstrating high volume and high criticality.
“two trends which are immediately apparent are implementations which demonstrate:”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThis evolution is increasingly based on the utility of the applications rather than response to a technology push.
“This is increasingly based on the utility of the applications rather than response to a technology push, and there is increasing demand for system-wide implementations rather than further unsustainable and unscalable pilots.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenHigh criticality trend: specialist expertise needs to be made available at the point of care within a very strict time frame.
“High criticality applications, where specialist expertise needs to be made available at the point of care within a very strict time frame.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationOther applications reported to be suitable for telemedicine include blurred vision and degenerative eye diseases.
“Other applications reported to be suitable for telemedicine include blurred vision [59] and degenerative eye diseases [60].”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
InterpretationreasoningThere is increasing demand for system-wide implementations rather than further unsustainable and unscalable pilots.
“This is increasingly based on the utility of the applications rather than response to a technology push, and there is increasing demand for system-wide implementations rather than further unsustainable and unscalable pilots.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningThe distinction between the telemedicine consultation and the patient record is already blurred in telepsychiatry, but convergence of telemedicine and medical informatics is likely to make this distinction even less relevant in the future.
“The distinction between the telemedicine consultation and the patient record is already blurred in telepsychiatry, but the convergence of telemedicine and medical informatics is likely to make this distinction even less relevant in the future.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationMany of the barriers to telemedicine expansion lie in the care models domain rather than technology, which has outpaced telemedicine applications.
“Many of the barriers to telemedicine expansion lie in this domain rather than technology, which has, if anything, outpaced telemedicine applications [62].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [62] Jang-Jaccard, 2014, Telemed J E Health source
Not checked in the free run.
Classified as probably not a substantial claim.
Interpretationnone givenTelemedicine has tended to follow fixed models of care, based either on replicating conventional care delivery methods or introducing new methods.
“Telemedicine has tended to follow fixed models of care, based either on replicating conventional care delivery methods (e.g., videoconferencing replacing face to face live consultations) or introducing new methods (e.g., home-based patient health status monitoring).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenIn most developed countries, increasing availability of reliable broadband communications and user interface devices has effectively removed the cost and availability of this technology as a barrier to the uptake of telemedicine.
“In most developed countries, the increasing availability of reliable broadband communications and user interface devices has effectively removed the cost and availability of this technology as a barrier to the uptake of telemedicine.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningHealth informatics has evolved largely independently of telemedicine, but telemedicine systems are already evolving to work in an environment of complex digital information.
“Health informatics has evolved largely independently of telemedicine, but telemedicine systems are already evolving to work in an environment of complex digital information.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningCo-location can occur in time as well as in space, creating demand for asynchronous telemedicine.
“Such co-location can occur in time as well as in space, which will continue to create demand for asynchronous telemedicine, as discussed in Section III of this paper.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningIncreasing pressure on health systems to deliver high-quality healthcare within strict financial constraints will drive the trend to leverage healthcare resources more effectively.
“Increasing pressure on health systems to deliver high-quality healthcare within strict financial constraints will drive this trend to leverage healthcare resources more effectively.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Thrombolytic drugs, if delivered within a strict post-stroke time window, have a high rate of reversal of many of the long-term effects of stroke.
“Thrombolytic drugs, if delivered within a strict post-stroke time window, have demonstrated a high rate of reversal of many of the long-term effects of stroke.”
The paper relies on this without support.
There is risk to the patient if thrombolytic drugs are administered when stroke is not indicated.
“However, there is risk to the patient if these drugs are administered when stroke is not indicated, and the assessment involves CT scans, blood tests, and an assessment of the patient's neurological function.”
The paper relies on this without support.
Neurological specialists qualified to make the decision on drug administration are sparsely distributed outside major cities in most countries with advanced healthcare systems.
“The neurological specialists qualified to make the decision on drug administration are sparsely distributed outside major cities in most countries with advanced healthcare systems, but recently their expertise has been increasingly exploited using telemedicine.”
The paper relies on this without support.
The delay limit for drug administration in acute stroke is about four hours from stroke onset.
“This application is highly time-critical (the delay limit for drug administration as about four hours from stroke onset) and requires the transmission of a variety of information types (including CT scans) as well as an interactive examination of the patient.”
The paper relies on this without support.
There is a stigma attached to seeking treatment for mental conditions, which creates barriers between patients and those who can offer treatment.
“There is a stigma attached to seeking treatment for mental conditions, which creates further barriers between patients and those who can offer treatment.”
The paper relies on this without support.
Mobile devices are especially well received by adolescents.
“Furthermore, such devices can support a high degree of self-management, and are especially well received by such groups as adolescents.”
The paper relies on this without support.
The need to inspect a patient's wound condition approximately daily leads to significant workload and expense.
“The need to inspect the patient's condition approximately daily leads to significant workload and expense, while the benefits of personalizing the treatment of the patient and achieving faster or better recovery can be substantial.”
The paper relies on this without support.
Telemedicine and medical informatics have evolved independently, with telemedicine focusing on synchronous activity and informatics focusing on patient data.
“Telemedicine and medical informatics have, to a large extent, evolved independently of one another, with telemedicine having a focus on synchronous activity, while informatics has a focus on patient data.”
The paper relies on this without support.
Clinical management of wounds makes up a substantial fraction of day care and outpatient clinic activities in the acute sector, and imposes a burden on home or aged care and outreach nursing activities.
“Clinical management of wounds makes up a substantial fraction of day care and outpatient clinic activities in the acute sector, and it imposes a burden on home or aged care and outreach nursing activities.”
The paper relies on this without support.
The reviewed literature is representative of telemedicine research and practice trends.
“In this paper, we have reviewed a number of clinical application areas, and two trends which are immediately apparent are implementations which demonstrate:”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Tele-dermatology is an efficient and appropriate health service.
“Research indicates it is an efficient and appropriate health service, with two of the most recently published studies citing the accuracy of diagnosis rates at 80% (Wilson and Maeder, 2015).”
From Patient and practitioner satisfaction with tele-dermatology including Australia’s indigenous population: A systematic review of the literature (2016) · cites this paper as Wilson and Maeder, 2015
Due to high sensitivity and low specificity of tele-dermatology, there are excess referrals to the service.
“Other dermatologists reported that due to the high sensitivity and low specificity of tele-dermatology, there were excess referrals to the service (Wilson and Maeder, 2015).”
From Patient and practitioner satisfaction with tele-dermatology including Australia’s indigenous population: A systematic review of the literature (2016) · cites this paper as Wilson and Maeder, 2015
Diagnostic accuracy of tele-dermatology varies widely, with reported rates as high as 80% and as low as 43%.
“Research indicates it is an efficient and appropriate health service, with two of the most recently published studies citing the accuracy of diagnosis rates at 80% (Wilson and Maeder, 2015). However, some studies have reported the diagnostic accuracy of tele-dermatology as low as 43% (Lasierra et al., 2012).”
From Patient and practitioner satisfaction with tele-dermatology including Australia’s indigenous population: A systematic review of the literature (2016) · cites this paper as Wilson and Maeder, 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Home and mobile applications are discussed despite stated exclusion
MinorThe Methods section says home and mobile-based applications will not be discussed further, but the Results section discusses home-based telemental health and its use of mobile devices.
“As mentioned earlier, the extremely rapid growth in home and mobile-based applications will not be further discussed here.”
“The relative immediacy of HBTMH is further enhanced through the use of mobile devices. The ability to interact with a patient at virtually any time or place makes mobile devices especially useful in delivering mental health care.”
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Self-citationEfficacy of a remote based computerised visual acuity measurement
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Telehealth Trends and the Challenge for Infrastructure
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Self-citationTechnical aspects of clinical videoconferencing: a large scale review of the literature
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The scope of teledermatology in India
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Tele-ICU: efficacy and cost-effectiveness of remotely managing critical care.
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Patient-Centered Wound Teleconsultation for Cutaneous Wounds: A Feasibility Study
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Telemedicine for wound care: Current practice and future potential
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Tele-dermatology in Australia.
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Telehealth on Advanced Networks
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Self-citationTelehealth: the specialist perspective.
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Clinical Outcomes on Real-Time Telemetry System in Developing Emergency Medical Service System
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Automated determination of distance visual acuity: towards teleophthalmology services
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Self-citationPerspectives on the Electronic ICU
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“Furthermore, we excluded studies reporting only on image-based eConsult programme (eg, teledermatology) as they are more widely adopted in medical specialties that rely extensively on image-based data.(27) All study designs were considered including experimental (randomised controlled trials (RCTs)), observational (qu…”
The Past Is Prologue: The Future of Sleep Medicine
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Perspectives on Telemedicine during the Era of COVID-19; What Can Saudi Arabia Do?
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Telepsychiatry: an Innovative Approach to Addressing the Opioid Crisis
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Robotic Remote Controlled Stereo Slit Lamp
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- Authors
- Wilson, L. S., & Maeder, A. J.
- Affiliations
- Western Sydney University (AU)
- Corresponding author
- Maeder, Anthony J.
- ORCID
- Maeder, Anthony J.
- Venue
- Healthcare Informatics Research
- Published
- 2015
- Volume
- 21
- Issue
- 4
- Pages
- 213
- ISSN
- 2093-3681 (ISSN-L)
- 2093-369X
- PMC
- PMC4659877
- OpenAlex
- W2183234860
- Semantic Scholar
- b85c428452f623640d4be8d3c4d882bdc5729013
- Cited by
- 203
- References
- 57
- Citations by year
- 2026: 8 · 2025: 13 · 2024: 24 · 2023: 24 · 2022: 26 · 2021: 22 · 2020: 27 · 2019: 15 · 2018: 17 · 2017: 12 · 2016: 13 · 2015: 2
- FWCI
- 2.13
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Healthcare Informatics Research (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Flinders Academic Commons (Flinders University) (submittedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Healthcare Systems and Technology
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Technology and Human Factors in Education and Health
- Keywords
- telemedicine, synchronous telemedicine, asynchronous telemedicine, intensive care, emergency medicine, mental health, dermatology, ophthalmology, research trends
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
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