Wearable Devices for Precision Medicine and Health State Monitoring
Abstract
Wearable technologies will play an important role in advancing precision medicine by enabling measurement of clinically-relevant parameters describing an individual's health state. The lifestyle and fitness markets have provided the driving force for the development of a broad range of wearable technologies that can be adapted for use in healthcare. Here we review existing technologies currently used for measurement of the four primary vital signs: temperature, heart rate, respiration rate, and blood pressure, along with physical activity, sweat, and emotion. We review the relevant physiology that defines the measurement needs and evaluate the different methods of signal transduction and measurement modalities for the use of wearables in healthcare.
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IWMDs provide predictive bio-analysis, timely treatment intervention, and improved drug efficacy, thereby promoting precision medicine.
“Through tracking physiological and pathological factors and delivering therapeutic agents acting in an on-demand manner, IWMDs have become indispensable in providing predictive bio-analysis, timely treatment intervention, and improved drug efficacy, thereby promoting precision medicine (cheol Jeong et al. 2018; Tan et al. 2022).”
From Artificial intelligence enhanced sensors - enabling technologies to next-generation healthcare and biomedical platform (2023) · cites this paper as cheol Jeong et al. 2018
Cites
Heart Rate Variability: Standards of Measurement, Physiological Interpretation, and Clinical Use
Electrophysiology, T. F. O. T. E. S. O. C. T. N. A. (1996) · Circulation · doi:10.1161/01.cir.93.5.1043 · Cited by 17,159 · see citing works
Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
Malik, M., Bigger, J. T., Camm, A. J., Kleiger, R. E., Malliani, A., Moss, A. J., & Schwartz, P. J. (1996) · European Heart Journal · doi:10.1093/oxfordjournals.eurheartj.a014868 · Cited by 15,289 · see citing works
An argument for basic emotions
Ekman, P. (1992) · Cognition and Emotion · doi:10.1080/02699939208411068 · Cited by 9,646 · see citing works
(1985) · Europe PMC (PubMed Central) · Cited by 9,143 · see citing works
Core affect and the psychological construction of emotion.
Russell, J. A. (2003) · Psychological Review · doi:10.1037/0033-295x.110.1.145 · Cited by 6,113 · see citing works
Kirschbaum, C., Pirke, K.-M., & Hellhammer, D. H. (2008) · Neuropsychobiology · doi:10.1159/000119004 · Cited by 6,093 · see citing works
Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
Gao, W., Emaminejad, S., Nyein, H. Y. Y., Challa, S., Chen, K., Peck, A., Fahad, H. M., Ota, H., Shiraki, H., Kiriya, D., et al. (2016) · Nature · doi:10.1038/nature16521 · Cited by 5,087 · cited 1× · see citing works
“[206]–[210].”
Affective Neuroscience: The Foundations of Human and Animal Emotions
Panksepp, J. (1998) · doi:10.1093/oso/9780195096736.001.0001 · Cited by 4,428 · see citing works
(1998) · Cited by 4,012 · see citing works
Pickering, T. G., Hall, J. E., Appel, L. J., Falkner, B. E., Graves, J., Hill, M. N., Jones, D. W., Kurtz, T., Sheps, S. G., & Roccella, E. J. (2005) · Circulation · doi:10.1161/01.cir.0000154900.76284.f6 · Cited by 3,985 · see citing works
Photoplethysmography and its application in clinical physiological measurement
Allen, J. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/3/r01 · Cited by 3,967 · see citing works
Emotion regulation: a theme in search of definition.
Thompson, R. A. (1994) · Monographs of the Society for Research in Child Development · doi:10.1111/j.1540-5834.1994.tb01276.x · Cited by 3,877 · see citing works
Blood, A. J., & Zatorre, R. J. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.191355898 · Cited by 2,814 · see citing works
Anderson, R. R., & Parrish, J. A. (1981) · Journal of Investigative Dermatology · doi:10.1111/1523-1747.ep12479191 · Cited by 2,456 · see citing works
A review of wearable sensors and systems with application in rehabilitation
Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/1743-0003-9-21 · Cited by 2,396 · see citing works
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
Healey, J. A., & Picard, R. W. (2005) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2005.848368 · Cited by 2,207 · see citing works
Wearable Electronics and Smart Textiles: A Critical Review
Stoppa, M., & Chiolerio, A. (2014) · Sensors · doi:10.3390/s140711957 · Cited by 2,107 · see citing works
A wearable and highly sensitive pressure sensor with ultrathin gold nanowires
Gong, S., Schwalb, W., Wang, Y., Chen, Y., Tang, Y., Si, J., Shirinzadeh, B., & Cheng, W. (2014) · Nature Communications · doi:10.1038/ncomms4132 · Cited by 2,064 · see citing works
Pickering, T. G., Hall, J. E., Appel, L. J., Falkner, B. E., Graves, J., Hill, M. N., Jones, D. W., Kurtz, T., Sheps, S. G., & Roccella, E. J. (2005) · Hypertension · doi:10.1161/01.hyp.0000150859.47929.8e · Cited by 2,051 · see citing works
Conducting accelerometer-based activity assessments in field-based research
TROST, S. G., MCIVER, K. L., & PATE, R. R. (2005) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000185657.86065.98 · Cited by 2,033 · see citing works
Wright, J. T. (2002) · JAMA · doi:10.1001/jama.288.19.2421 · Cited by 2,033 · see citing works
Gibson, L. E., & Cooke, R. E. (1959) · Pediatrics · doi:10.1542/peds.23.3.545 · Cited by 1,434 · cited 1× · see citing works
“150 mM [196], [197], much higher than in healthy individuals (typically 10–40 mM), and hence sweat chloride testing is the most widely used assay for diagnosis of CF [196], [198].”
Wearable Sensors for Human Activity Monitoring: A Review
Mukhopadhyay, S. C. (2015) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2370945 · Cited by 1,401 · see citing works
Emotion Regulation: A Theme in Search of Definition
Thompson, R. A. (1994) · Monographs of the Society for Research in Child Development · doi:10.2307/1166137 · Cited by 1,366 · see citing works
Emotion, plasticity, context, and regulation: Perspectives from affective neuroscience.
Davidson, R. J., Jackson, D. C., & Kalin, N. H. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.6.890 · Cited by 1,322 · see citing works
Multiphoton microscopy in life sciences
König, K. (2000) · Journal of Microscopy · doi:10.1046/j.1365-2818.2000.00738.x · Cited by 1,265 · see citing works
Non-invasive wearable electrochemical sensors: a review
Bandodkar, A. J., & Wang, J. (2014) · Trends in Biotechnology · doi:10.1016/j.tibtech.2014.04.005 · Cited by 1,247 · see citing works
Systematic review of the validity and reliability of consumer-wearable activity trackers
Evenson, K. R., Goto, M. M., & Furberg, R. D. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0314-1 · Cited by 1,232 · see citing works
A categorized list of emotion definitions, with suggestions for a consensual definition
Kleinginna, P. R., & Kleinginna, A. M. (1981) · Motivation and Emotion · doi:10.1007/bf00992553 · Cited by 1,229 · see citing works
Influence of body temperature on the development of fatigue during prolonged exercise in the heat
González‐Alonso, J., Teller, C., Andersen, S. L., Jensen, F. B., Hyldig, T., & Nielsen, B. (1999) · Journal of Applied Physiology · doi:10.1152/jappl.1999.86.3.1032 · Cited by 1,129 · see citing works
Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review
Chi, Y. M., Jung, T., & Cauwenberghs, G. (2010) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2010.2084078 · Cited by 1,068 · see citing works
A standard predictive index of human response to the thermal environment
Gagge, A. P., Fobelets, A. P. R., & Berglund, L. G. (1986) · ASHRAE winter conference papers · Cited by 1,063 · see citing works
A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring
Yang, C.-C., & Hsu, Y.-L. (2010) · Sensors · doi:10.3390/s100807772 · Cited by 1,058 · see citing works
The psychophysiology of emotion.
Larsen, J. T., Berntson, G. G., Poehlmann, K. M., Ito, T. A., & Cacioppo, J. T. (1993) · Cited by 957 · see citing works
Emotion recognition system using short-term monitoring of physiological signals
Kim, K. H., Bang, S. W., & Kim, S. R. (2004) · Medical & Biological Engineering & Computing · doi:10.1007/bf02344719 · Cited by 944 · see citing works
Otis, A. B., Fenn, W. O., & Rahn, H. (1950) · Journal of Applied Physiology · doi:10.1152/jappl.1950.2.11.592 · Cited by 936 · see citing works
Toward ubiquitous blood pressure monitoring via pulse transit time: Theory and practice
Mukkamala, R., Hahn, J.-O., Inan, O. T., Mestha, L. K., Kim, C.-S., Toreyin, H., & Kyal, S. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2441951 · Cited by 935 · see citing works
Systolic versus diastolic blood pressure and risk of coronary heart disease
Kannel, W. B., Gordon, T., & Schwartz, M. J. (1971) · The American Journal of Cardiology · doi:10.1016/0002-9149(71)90428-0 · Cited by 925 · see citing works
Emotion-Related Regulation: Sharpening the Definition
Eisenberg, N., & Spinrad, T. L. (2004) · Child Development · doi:10.1111/j.1467-8624.2004.00674.x · Cited by 915 · see citing works
Mechanisms of sensory transduction in the skin
Lumpkin, E. A., & Caterina, M. J. (2007) · Nature · doi:10.1038/nature05662 · Cited by 860 · see citing works
Pilcher, J. J., Ginter, D. R., & Sadowsky, B. (1997) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(97)00004-4 · Cited by 841 · see citing works
Control of Heart Rate by the Autonomic Nervous System
Robinson, B. F., Epstein, S. E., BEISER, G. D., & D, E. B. M. (1966) · Circulation Research · doi:10.1161/01.res.19.2.400 · Cited by 819 · see citing works
Ambulatory Blood-Pressure Monitoring
Pickering, T. G., Shimbo, D., & Haas, D. C. (2006) · New England Journal of Medicine · doi:10.1056/nejmra060433 · Cited by 786 · see citing works
Accelerometer Use in Physical Activity: Best Practices and Research Recommendations
WARD, D. S., EVENSON, K. R., VAUGHN, A., RODGERS, A. B., & TROIANO, R. P. (2005) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000185292.71933.91 · Cited by 779 · see citing works
Temperature Monitoring and Perioperative Thermoregulation
Sessler, D. I., Warner, D. S., & Warner, M. A. (2008) · Anesthesiology · doi:10.1097/aln.0b013e31817f6d76 · Cited by 758 · see citing works
Discriminating Stress From Cognitive Load Using a Wearable EDA Device
Setz, C., Arnrich, B., Schumm, J., La Marca, R., Troster, G., & Ehlert, U. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2036164 · Cited by 742 · see citing works
Measuring Emotion: Behavior, Feeling, and Physiology
Bradley, M. M., & Lang, P. J. (1999) · doi:10.1093/oso/9780195118889.003.0011 · Cited by 740 · see citing works
The circadian rhythm of body temperature
Refinetti, R., & Menaker, M. (1992) · Physiology & Behavior · doi:10.1016/0031-9384(92)90188-8 · Cited by 735 · see citing works
Sonner, Z., Wilder, E., Heikenfeld, J., Kasting, G., Beyette, F., Swaile, D., Sherman, F., Joyce, J., Hagen, J., Kelley-Loughnane, N., et al. (2015) · Biomicrofluidics · doi:10.1063/1.4921039 · Cited by 724 · see citing works
On the regulation of depth and rate of breathing
Clark, F. J., & von Euler, C. (1972) · The Journal of Physiology · doi:10.1113/jphysiol.1972.sp009797 · Cited by 718 · see citing works
Transfusion-related acute lung injury: Definition and review
Toy, P. T. C. Y., Popovsky, M. A., Abraham, E. H., Ambruso, D. R., Holness, L. G., Kopko, P. M., McFarland, J. G., Nathens, A. B., Silliman, C. C., & Stroncek, D. F. (2005) · Critical Care Medicine · doi:10.1097/01.ccm.0000159849.94750.51 · Cited by 716 · see citing works
Facial Efference And The Experience Of Emotion
Adelmann, P. K., & Zajonc, R. B. (1989) · Annual Review of Psychology · doi:10.1146/annurev.ps.40.020189.001341 · Cited by 697 · see citing works
Physical Activity Assessments for Health-Related Research
Welk, G. J. (2002) · Medical Entomology and Zoology · Cited by 694 · see citing works
The Underrecognized Epidemic of Low Mobility During Hospitalization of Older Adults
Brown, C. J., Redden, D. T., Flood, K. L., & Allman, R. M. (2009) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2009.02393.x · Cited by 686 · see citing works
Mechanical Properties of Arteries in Vivo
PETERSON, L. H., JENSEN, R. E., & PARNELL, J. (1960) · Circulation Research · doi:10.1161/01.res.8.3.622 · Cited by 679 · cited 1× · see citing works
“ticity is dependent on pressure [107].”
Devereux, R. B., Pickering, T. G., Harshfield, G. A., Kleinert, H. D., Denby, L., Clark, L. A., Pregibon, D., Jason, M., Kleiner, B., BORER, J. S., et al. (1983) · Circulation · doi:10.1161/01.cir.68.3.470 · Cited by 666 · see citing works
Cabanac, M. (2002) · Behavioural Processes · doi:10.1016/s0376-6357(02)00078-5 · Cited by 652 · see citing works
Parati, G., Rienzo, M. D., Bertinieri, G., Pomidossi, G. A., Casadei, R., Groppelli, A., Pedotti, A., Zanchetti, A., & Mancia, G. (1988) · Hypertension · doi:10.1161/01.hyp.12.2.214 · Cited by 616 · see citing works
Enhancing the quality of life through wearable technology
Park, S., & Jayaraman, S. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213625 · Cited by 615 · see citing works
Assessment of physical activity in epidemiologic research: problems and prospects.
LaPorte, R. E., Montoye, H. J., & Caspersen, C. J. (1985) · Europe PMC (PubMed Central) · Cited by 587 · see citing works
A novel biometrics method to secure wireless body area sensor networks for telemedicine and m-health
Poon, C. C. Y., Zhang, Y., & Bao, S. (2006) · IEEE Communications Magazine · doi:10.1109/mcom.2006.1632652 · Cited by 578 · see citing works
Crapo, R. O. (1994) · New England Journal of Medicine · doi:10.1056/nejm199407073310107 · Cited by 576 · see citing works
Importance of skin temperature in the regulation of sweating.
Nadel, E. R., Bullard, R. W., & Stolwijk, J. A. (1971) · Journal of Applied Physiology · doi:10.1152/jappl.1971.31.1.80 · Cited by 545 · see citing works
Respiration rate monitoring methods: A review
Al-Khalidi, F. Q., Saatchi, R., Burke, D. P., Elphick, H., & Tan, S. (2011) · Pediatric Pulmonology · doi:10.1002/ppul.21416 · Cited by 538 · see citing works
Changes in respiration, heart rate, and systolic blood pressure in human sleep
Snyder, F. R., Hobson, J. A., Morrison, D. F., & Goldfrank, F. (1964) · Journal of Applied Physiology · doi:10.1152/jappl.1964.19.3.417 · Cited by 525 · see citing works
Blood Pressure During Normal Daily Activities, Sleep, and Exercise
Pickering, T. G. (1982) · JAMA · doi:10.1001/jama.247.7.992 · Cited by 522 · see citing works
The circadian system of man—Results of experiments under temporal isolation
(1980) · Comparative Biochemistry and Physiology Part A Physiology · doi:10.1016/s0300-9629(80)80040-5 · Cited by 515 · see citing works
Robinson, S., & Robinson, A. H. (1954) · Physiological Reviews · doi:10.1152/physrev.1954.34.2.202 · Cited by 514 · see citing works
Lu, H., Frauendorfer, D., Rabbi, M., Mast, M. S., Chittaranjan, G. T., Campbell, A. T., Gática-Pérez, D., & Choudhury, T. (2012) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2370216.2370270 · Cited by 511 · see citing works
Froehlich, J. E., Chen, M. Y., Consolvo, S., Harrison, B. L., & Landay, J. A. (2007) · International Conference on Mobile Systems, Applications, and Services · doi:10.1145/1247660.1247670 · Cited by 488 · see citing works
Recognition, diagnosis, and treatment of primary focal hyperhidrosis
Hornberger, J. C., Grimes, K., Naumann, M. K., Glaser, D. A., Lowe, N. J., Naver, H., Ahn, S. S., & Stolman, L. P. (2004) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2003.12.029 · Cited by 479 · see citing works
Gesche, H., Grosskurth, D., Küchler, G., & Patzak, A. R. (2011) · European Journal of Applied Physiology · doi:10.1007/s00421-011-1983-3 · Cited by 472 · see citing works
Ferguson, T., Rowlands, A. V., Olds, T., & Maher, C. (2015) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-015-0201-9 · Cited by 468 · see citing works
Mobile monitoring with wearable photoplethysmographic biosensors
Asada, H. H., Shaltis, P., Reisner, A., Rhee, S., & Hutchinson, R. C. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213624 · Cited by 466 · see citing works
Assessment of physical activity: a critical appraisal
Westerterp, K. R. (2009) · European Journal of Applied Physiology · doi:10.1007/s00421-009-1000-2 · Cited by 460 · see citing works
A novel method for using accelerometer data to predict energy expenditure
Crouter, S. E., Clowers, K. G., & Bassett, D. R. (2005) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00818.2005 · Cited by 455 · see citing works
(1997) · Institute of Physics eBooks · doi:10.1887/0750304677 · Cited by 455 · see citing works
Classification of basic daily movements using a triaxial accelerometer
Mathie, M. J., Celler, B. G., Lovell, N. H., & Coster, A. C. F. (2004) · Medical & Biological Engineering & Computing · doi:10.1007/bf02347551 · Cited by 451 · see citing works
Mackowiak, P. A. (1992) · JAMA · doi:10.1001/jama.268.12.1578 · Cited by 449 · see citing works
MoodScope: building a mood sensor from smartphone usage patterns
LiKamWa, R., Liu, Y., Lane, N. D., & Zhong, L. (2013) · Proceeding of the 11th annual international conference on Mobile systems, applications, and services · doi:10.1145/2462456.2464449 · Cited by 444 · see citing works
Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals
Lisetti, C., & Nasoz, F. (2004) · EURASIP Journal on Advances in Signal Processing · doi:10.1155/s1110865704406192 · Cited by 432 · see citing works
Mechanisms of thermal acclimation to exercise and heat.
NADEL, E. R., PANDOLF, K. B., Roberts, M. F., & Stolwijk, J. A. (1974) · Journal of Applied Physiology · doi:10.1152/jappl.1974.37.4.515 · Cited by 425 · see citing works
Mackowiak, P. A. (1992) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.1992.03490120092034 · Cited by 419 · see citing works
Adhesive RFID Sensor Patch for Monitoring of Sweat Electrolytes
Rose, D. P., Ratterman, M. E., Griffin, D. K., Hou, L., Kelley-Loughnane, N., Naik, R. R., Hagen, J. A., Papautsky, I., & Heikenfeld, J. C. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2014.2369991 · Cited by 416 · see citing works
Lee, I.-M., & Shiroma, E. J. (2014) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-093154 · Cited by 415 · see citing works
Measurement of energy expenditure
Levine, J. A. (2005) · Public Health Nutrition · doi:10.1079/phn2005800 · Cited by 401 · cited 1× · see citing works
“Measurement of energy expenditure is important in assessment of metabolic function and is relevant to a wide range of diseases [180].”
BackgroundMotion Artifact Reduction in Photoplethysmography Using Independent Component Analysis
Kim, B., & Yoo, S. K. (2006) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2005.869784 · Cited by 400 · see citing works
Effects of work load, role ambiguity, and Type A personality on anxiety, depression, and heart rate.
Caplan, R. D., & Jones, K. W. (1975) · Journal of Applied Psychology · doi:10.1037/0021-9010.60.6.713 · Cited by 397 · see citing works
Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring
Lee, Y., & Chung, W. (2009) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2009.04.040 · Cited by 387 · see citing works
A Demonstration on Man of Electromotive Changes accompanying the Heart's Beat
Waller, A. D. (1887) · The Journal of Physiology · doi:10.1113/jphysiol.1887.sp000257 · Cited by 381 · see citing works
Human Thermoregulation and Measurement of Body Temperature in Exercise and Clinical Settings
Lim, C. L., Byrne, C., & LEE, J. K. W. (2008) · Annals of the Academy of Medicine Singapore · doi:10.47102/annals-acadmedsg.v37n4p347 · Cited by 374 · see citing works
Calibration of respiratory inductive plethysmograph during natural breathing
Sackner, M. A., Watson, H. L., Belsito, A. S., Feinerman, D., Suarez, M. A., Díaz, G. G., Bizousky, F. P., & Krieger, B. P. (1989) · Journal of Applied Physiology · doi:10.1152/jappl.1989.66.1.410 · Cited by 373 · see citing works
Obrist, P. A., Gaebelein, C. J., Teller, E. S., Langer, A. W., Grignolo, A., Light, K. C., & McCubbin, J. A. (1978) · Psychophysiology · doi:10.1111/j.1469-8986.1978.tb01344.x · Cited by 371 · see citing works
Non-invasive mouthguard biosensor for continuous salivary monitoring of metabolites
Kim, J., Valdés-Ramírez, G., Bandodkar, A. J., Jia, W., Martinez, A. G., Ramírez, J., Mercier, P., & Wang, J. (2014) · The Analyst · doi:10.1039/c3an02359a · Cited by 367 · see citing works
Estimating energy expenditure using accelerometers
Crouter, S. E., Churilla, J. R., & Bassett, D. R. (2006) · European Journal of Applied Physiology · doi:10.1007/s00421-006-0307-5 · Cited by 366 · see citing works
Charlton, P. H., Bonnici, T., Tarassenko, L., Clifton, D. A., Beale, R., & Watkinson, P. J. (2016) · Physiological Measurement · doi:10.1088/0967-3334/37/4/610 · Cited by 366 · see citing works
(1997) · Series in medical physics and biomedical engineering · doi:10.1201/9781420050790 · Cited by 364 · see citing works
The Measurement of Affect, Mood, and Emotion
Panteleimon Ekkekakis, A., & Russell, J. A. (2013) · Cambridge University Press eBooks · doi:10.1017/cbo9780511820724 · Cited by 361 · see citing works
Characterization of the oscillometric method for measuring indirect blood pressure
Geddes, L. A., Voelz, M., Combs, C., Reiner, D., & Babbs, C. F. (1982) · Annals of Biomedical Engineering · doi:10.1007/bf02367308 · Cited by 340 · see citing works
Validation of respiratory inductive plethysmography using different calibration procedures.
Chadha, T. S., Watson, H. L., Birch, S., Jenouri, G., Schneider, A. W., Cohn, M. A., & Sackner, M. A. (1982) · PubMed · doi:10.1164/arrd.1982.125.6.644 · Cited by 334 · see citing works
A short history of sweat gland biology
Wilke, K., Martin, A. E., Terstegen, L., & Biel, S. S. (2007) · International Journal of Cosmetic Science · doi:10.1111/j.1467-2494.2007.00387.x · Cited by 333 · see citing works
The Measurement of Affect, Mood, and Emotion: A Guide for Health-Behavioral Research
Ekkekakis, P., & Russell, J. (2013) · Choice Reviews Online · doi:10.5860/choice.51-2369 · Cited by 331 · see citing works
Murphy, S. L. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.12.001 · Cited by 326 · see citing works
Pulse transit time: an appraisal of potential clinical applications
Smith, R., ARGOD, J., Pépin, J., & Levy, P. A. (1999) · Thorax · doi:10.1136/thx.54.5.452 · Cited by 318 · see citing works
Overnight Pulse Oximetry for Sleep-Disordered Breathing in Adults
Netzer, N. C., Eliasson, A. H., Netzer, C. M., & Kristo, D. A. (2001) · CHEST Journal · doi:10.1378/chest.120.2.625 · Cited by 311 · see citing works
Diagnostic Sweat Testing: The Cystic Fibrosis Foundation Guidelines
LeGrys, V. A., Yankaskas, J. R., Quittell, L. M., Marshall, B. C., & Mogayzel, P. J. (2007) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2007.03.002 · Cited by 306 · see citing works
Non‐invasive Analyte Access and Sensing through Eccrine Sweat: Challenges and Outlook circa 2016
Heikenfeld, J. (2016) · Electroanalysis · doi:10.1002/elan.201600018 · Cited by 294 · see citing works
Activity-Aware Mental Stress Detection Using Physiological Sensors
Sun, F.-T., Kuo, C., Cheng, H.-T., Buthpitiya, S., Collins, P., & Griss, M. (2012) · Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-642-29336-8_12 · Cited by 292 · see citing works
Picard, R. W., & Healey, J. (1997) · Personal and Ubiquitous Computing · doi:10.1007/bf01682026 · Cited by 292 · see citing works
Quantitating Physical Activity in COPD Using a Triaxial Accelerometer
Steele, B. G., Holt, L., Belza, B. L., Ferris, S. T., Lakshminaryan, S., & Büchner, D. M. (2000) · CHEST Journal · doi:10.1378/chest.117.5.1359 · Cited by 287 · see citing works
Time to Ambulation After Hip Fracture Surgery: Relation to Hospitalization Outcomes
Kamel, H. K., Iqbal, M. A., Mogallapu, R., Maas, D. L., & Hoffmann, R. G. (2003) · The Journals of Gerontology Series A · doi:10.1093/gerona/58.11.m1042 · Cited by 285 · see citing works
Human Activity Recognition Using Inertial/Magnetic Sensor Units
Altun, K., & Barshan, B. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-14715-9_5 · Cited by 283 · see citing works
Determination of Anaerobic Threshold by the Ventilation Equivalent in Normal Individuals
Reinhard, U., Müller, P. H., & Schmülling, R. M. (2009) · Respiration · doi:10.1159/000194056 · Cited by 271 · see citing works
Oxygen Saturation-Dependent Absorption and Scattering of Blood
Faber, D. J., Aalders, M. C. G., Mik, E. G., Hooper, B. A., van Gemert, M. J. C., & van Leeuwen, T. G. J. M. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.028102 · Cited by 264 · see citing works
Peter, L., Noury, N., & Cerny, M. (2014) · IRBM · doi:10.1016/j.irbm.2014.07.002 · Cited by 261 · see citing works
Mogera, U., Sagade, A. A., George, S. J., et al. (2014) · Scientific Reports · doi:10.1038/srep04103 · Cited by 258 · see citing works
Agatisa, P. K., Ness, R. B., Roberts, J. M., Costantino, J. P., Kuller, L. H., & McLaughlin, M. K. (2004) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.00298.2003 · Cited by 254 · see citing works
Muscle water and electrolytes following varied levels of dehydration in man
COSTILL, D. L., Cote, R., & Fink, W. (1976) · Journal of Applied Physiology · doi:10.1152/jappl.1976.40.1.6 · Cited by 254 · see citing works
Epidural Electrical Stimulation in Severe Limb Ischemia
Augustinsson, L.-E., CARLSSON, C. A., HOLM, J., et al. (1985) · Annals of Surgery · doi:10.1097/00000658-198507000-00017 · Cited by 246 · see citing works
Allen, A. P., Curran, E. A., Duggan, Á., Cryan, J. F., Chorcoráin, A. N., Dinan, T. G., Molloy, D. W., Kearney, P. M., & Clarke, G. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.12.006 · Cited by 244 · see citing works
Watanabe, K., Watanabe, T., Watanabe, H., Ando, H., Ishikawa, T., & Kobayashi, K. (2005) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2005.857637 · Cited by 239 · see citing works
Sweat: A sample with limited present applications and promising future in metabolomics
Mena-Bravo, A., & de Castro, M. D. L. (2013) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2013.10.048 · Cited by 237 · see citing works
24-hour energy expenditure and the menstrual cycle
Webb, P. (1986) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/44.5.614 · Cited by 237 · see citing works
Central Sleep Apnea and Cheyne-Stokes Respiration
Yumino, D., & Bradley, T. D. (2008) · Proceedings of the American Thoracic Society · doi:10.1513/pats.200708-129mg · Cited by 235 · see citing works
Photoplethysmographic derivation of respiratory rate: A review of relevant physiology
Meredith, D. J., Clifton, D., Charlton, P., Brooks, J., Pugh, C. W., & Tarassenko, L. (2012) · Journal of Medical Engineering & Technology · doi:10.3109/03091902.2011.638965 · Cited by 226 · see citing works
Management of heatstroke and heat exhaustion.
Glazer, J. L. (2005) · PubMed · Cited by 225 · see citing works
Mauck, G. W., Smith, C. R., Geddes, L. A., & BOURLAND, J. D. (1980) · Journal of Biomechanical Engineering · doi:10.1115/1.3138195 · Cited by 222 · see citing works
Naming of the Waves in the ECG, With a Brief Account of Their Genesis
Hurst, J. W. (1998) · Circulation · doi:10.1161/01.cir.98.18.1937 · Cited by 221 · see citing works
Using activity monitors to measure physical activity in free-living conditions.
Berlin, J., Storti, K., & Brach, J. (2006) · Physical Therapy · doi:10.1093/ptj/86.8.1137 · Cited by 217 · see citing works
Oscillometric blood pressure: a review for clinicians
Alpert, B. S., Quinn, D. E., & Gallick, D. (2014) · Journal of the American Society of Hypertension · doi:10.1016/j.jash.2014.08.014 · Cited by 213 · see citing works
The physiology of human perspiration
久野, 寧. (1934) · Churchill eBooks · Cited by 208 · see citing works
Heat stress and strain in exercise and sport
Brotherhood, J. R. (2008) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2007.08.017 · Cited by 208 · see citing works
Heart Rate as a Predictor of Mortality: The MATISS Project
Seccareccia, F., Pannozzo, F., Dima, F., Minoprio, A., Menditto, A., Lo Noce, C., & Giampaoli, S. (2001) · American Journal of Public Health · doi:10.2105/ajph.91.8.1258 · Cited by 201 · see citing works
The effects of position and skin temperature on the capillary pressures in the fingers and toes
Levick, J. R., & Michel, C. C. (1978) · The Journal of Physiology · doi:10.1113/jphysiol.1978.sp012136 · Cited by 200 · see citing works
A novel method for the detection of apnea and hypopnea events in respiration signals
Várady, P., Micsík, T., Benedek, S., & Benyó, Z. (2002) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2002.802009 · Cited by 197 · see citing works
Redefining the Roles of Sensors in Objective Physical Activity Monitoring
Chen, K. Y., Janz, K. F., Zhu, W., & Brychta, R. J. (2011) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e3182399bc8 · Cited by 196 · see citing works
Cystic Fibrosis: Lessons from the Sweat Gland
Quinton, P. (2007) · Physiology · doi:10.1152/physiol.00041.2006 · Cited by 196 · see citing works
Cook, D. J., Thompson, J. E., Prinsen, S. K., Dearani, J. A., & Deschamps, C. C. (2013) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2013.05.092 · Cited by 193 · see citing works
Monitoring Arterial Blood Pressure: What You May Not Know
McGhee, B. H., & Bridges, E. J. (2002) · Critical Care Nurse · doi:10.4037/ccn2002.22.2.60 · Cited by 189 · see citing works
The Psychophysiology of Emotion
Boucsein, W. (2000) · 한국감성과학회 춘계학술대회 · Cited by 180 · see citing works
Respiration and Abnormal Sleep in Patients with Congestive Heart Failure
Hanly, B. J., Millar, T. W., Steljes, D. G., Boert, R., Frais, M. A., & Kryger, M. H. (1989) · CHEST Journal · doi:10.1378/chest.96.3.480 · Cited by 179 · see citing works
Hammond, K. B., Turcios, N. L., & Gibson, L. E. (1994) · The Journal of Pediatrics · doi:10.1016/s0022-3476(94)70314-0 · Cited by 178 · see citing works
Impaired cardiovascular recovery following stress predicts 3-year increases in blood pressure
Steptoe, A., & Marmot, M. G. (2005) · Journal of Hypertension · doi:10.1097/01.hjh.0000160208.66405.a8 · Cited by 171 · see citing works
A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network
Liao, W., Zhang, W., Zhu, Z., & Ji, Q. (2006) · 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops · doi:10.1109/cvpr.2005.394 · Cited by 171 · see citing works
Selley, W. G., Flack, F. C., Ellis, R. E., et al. (1989) · Age and Ageing · doi:10.1093/ageing/18.3.168 · Cited by 169 · see citing works
Goodman, R. M., Yergin, B. M., Landa, J., Golivanux, M. H., & Sackner, M. A. (1978) · PubMed · doi:10.1164/arrd.1978.117.2.205 · Cited by 167 · see citing works
Heart rate variability in critical illness and critical care
Buchman, T. G., Stein, P. K., & Goldstein, B. (2002) · Current Opinion in Critical Care · doi:10.1097/00075198-200208000-00007 · Cited by 167 · see citing works
Bonoris, P. E., Greenberg, P. S., Castellanet, M. J., et al. (1978) · The American Journal of Cardiology · doi:10.1016/0002-9149(78)90723-3 · Cited by 167 · see citing works
Exploring Temporal Patterns in Classifying Frustrated and Delighted Smiles
Hoque, M. E., McDuff, D., & Picard, R. W. (2012) · IEEE Transactions on Affective Computing · doi:10.1109/t-affc.2012.11 · Cited by 164 · see citing works
Introducing Contactless Blood Pressure Assessment Using a High Speed Video Camera
Jeong, I. C., & Finkelstein, J. (2016) · Journal of Medical Systems · doi:10.1007/s10916-016-0439-z · Cited by 161 · see citing works
Self-citationMeasurement of EMG activity with textile electrodes embedded into clothing
Finni, T. J., Hu, M., Kettunen, P., Vilavuo, T., & Cheng, S. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/11/007 · Cited by 160 · see citing works
Wilhelm, F. H., Roth, W. T., & Sackner, M. A. (2003) · Behavior Modification · doi:10.1177/0145445503256321 · Cited by 156 · see citing works
Smart technologies for long-term stress monitoring at work
Kocielnik, R., Sidorova, N., Maggi, F. M., Ouwerkerk, M., & Westerink, J. H. D. M. (2013) · Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems · doi:10.1109/cbms.2013.6627764 · Cited by 154 · see citing works
Sweat Testing for Heroin, Cocaine, and Metabolites
Cone, E. J., Hillsgrove, M. J., Jenkins, A. J., Keenan, R. M., & Darwin, W. D. (1994) · Journal of Analytical Toxicology · doi:10.1093/jat/18.6.298 · Cited by 152 · see citing works
Summers, R. L., Shoemaker, W. C., Peacock, W. F., Ander, D. S., & Coleman, T. G. (2003) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2003.tb00054.x · Cited by 150 · see citing works
The Double Effect of Pain Medication: Separating Myth from Reality
Fohr, S. A. (1998) · Journal of Palliative Medicine · doi:10.1089/jpm.1998.1.315 · Cited by 149 · see citing works
Evaluation of wearable consumer heart rate monitors based on photopletysmography
Parak, J., & Korhonen, I. (2014) · 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society · doi:10.1109/embc.2014.6944419 · Cited by 148 · see citing works
Skin temperature side differences – a diagnostic tool for CRPS?
Wasner, G. L., Schattschneider, J., & Baron, R. (2002) · Pain · doi:10.1016/s0304-3959(01)00470-5 · Cited by 147 · see citing works
A Wearable Sensor for Measuring Sweat Rate
Salvo, P., Francesco, F. D., Costanzo, D., Ferrari, C., Trivella, M. G., & Rossi, D. D. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2010.2046634 · Cited by 146 · see citing works
Fernandes, A. D. A., Amorim, P. R. D. S., Brito, C. J., de Moura, A. G., Moreira, D. G., Costa, C. M. A., Sillero‐Quintana, M., & Marins, J. C. B. (2014) · Physiological Measurement · doi:10.1088/0967-3334/35/2/189 · Cited by 145 · see citing works
Evaluation of sudomotor function
Low, P. A. (2004) · Clinical Neurophysiology · doi:10.1016/j.clinph.2004.01.023 · Cited by 143 · see citing works
The respiratory inductive plethysmograph: a new non-invasive monitor of respiration.
Cohn, M. A., Rao, A. S. V., Broudy, M., et al. (1982) · PubMed · Cited by 143 · see citing works
Baker, P. D., Westenskow, D. R., & Kück, K. (1997) · Medical & Biological Engineering & Computing · doi:10.1007/bf02530049 · Cited by 141 · see citing works
Accuracy of Noninvasive Core Temperature Measurement in Acutely Ill Adults: The State of the Science
Hooper, V. D., & Andrews, J. O. (2006) · Biological Research For Nursing · doi:10.1177/1099800406289151 · Cited by 139 · see citing works
Activity-Aware Mental Stress Detection Using Physiological Sensors
Sun, F.-T., Kuo, C., Cheng, H.-T., Buthpitiya, S., Collins, P., & Griss, M. (2012) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-642-29336-8_16 · Cited by 134 · see citing works
Wang, P., & Kricka, L. J. (2018) · Clinical Chemistry · doi:10.1373/clinchem.2018.287052 · Cited by 131 · see citing works
Lung Function: Physiology, Measurement and Application in Medicine
Cotes, J. E., Chinn, D. J., & Miller, M. R. (2006) · Medical Entomology and Zoology · Cited by 129 · see citing works
Wingo, J. E., Low, D. A., Keller, D. M., Brothers, R. M., Shibasaki, M., & Crandall, C. G. (2010) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00646.2010 · Cited by 128 · see citing works
A technical review and clinical assessment of the wireless motility capsule.
Saad, R. J., & Hasler, W. L. (2011) · PubMed Central · Cited by 122 · see citing works
Design of Wearable Breathing Sound Monitoring System for Real-Time Wheeze Detection
Li, S., Lin, B.-S., Tsai, C.-H., Yang, C., & Lin, B. (2017) · Sensors · doi:10.3390/s17010171 · Cited by 122 · see citing works
Coupling of external to cellular respiration during exercise: the wisdom of the body revisited
Wasserman, K. (1994) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.1994.266.4.e519 · Cited by 121 · see citing works
Kurki, T. S. O., Smith, N. T., HEAD, N., Dec-Silver, H., & Quinn, A. (1987) · The Journal of Clinical Monitoring · doi:10.1007/bf00770876 · Cited by 120 · see citing works
Early determination of cystic fibrosis by electrochemical chloride quantification in sweat
Gonzalo‐Ruiz, J., Mas, R., de Haro, C., Cabruja, E., Camero, R., Alonso‐Lomillo, M. A., & Muñoz, F. X. (2008) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2008.07.051 · Cited by 119 · see citing works
Multichannel reflective PPG earpiece sensor with passive motion cancellation
Wang, L., Lo, B. P., & Yang, G.-Z. (2007) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2007.910900 · Cited by 114 · see citing works
Cohen, K. P., Ladd, W. M., Beams, D. M., Sheers, W. S., Radwin, R. G., Tompkins, W. J., & Webster, J. G. (1997) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.594896 · Cited by 113 · see citing works
Can smartphones detect stress-related changes in the behaviour of individuals?
Bauer, G., & Lukowicz, P. (2012) · 2012 IEEE International Conference on Pervasive Computing and Communications Workshops · doi:10.1109/percomw.2012.6197525 · Cited by 111 · cited 1× · see citing works
“[240], [255], [260], credit card usage and various physical and physiological signals.”
BackgroundSackner, J. D., Nixon, A. J., Davis, B., et al. (1980) · PubMed · doi:10.1164/arrd.1980.122.6.867 · Cited by 109 · see citing works
Wolf, G. K., & Arnold, J. H. (2005) · Critical Care Medicine · doi:10.1097/01.ccm.0000155917.39056.97 · Cited by 105 · see citing works
Einthoven's string galvanometer: the first electrocardiograph.
Rivera-Ruiz, M., Cajavilca, C. E., & Varón, J. (2008) · PubMed · Cited by 103 · see citing works
Grossman, P. (2004) · PubMed · Cited by 100 · see citing works
Wright, R. A., & Dill, J. C. (1993) · Psychophysiology · doi:10.1111/j.1469-8986.1993.tb01728.x · Cited by 99 · see citing works
Estimation of respiratory waveform using an accelerometer
Hung, P. D., Bonnet, S., Guillemaud, R., Castelli, E., & Yen, P. T. N. (2008) · IEEE International Symposium on Biomedical Imaging (ISBI) · doi:10.1109/isbi.2008.4541291 · Cited by 99 · see citing works
Ambient and Wearable Sensor Fusion for Activity Recognition in Healthcare Monitoring Systems
Pansiot, J., Stoyanov, D. V., McIlwraith, D. G., et al. (2007) · Springer eBooks · doi:10.1007/978-3-540-70994-7_36 · Cited by 97 · see citing works
MoodScope: Building a Mood Sensor from Smartphone Usage Patterns
LiKamWa, R., Liu, Y., Lane, N. D., & Zhong, L. (2012) · Rice Research Repository (Rice University) · Cited by 97 · see citing works
Kageyama, T., Nishikido, N., Kobayashi, T., Kurokawa, Y., KANEKO, T., & Kabuto, M. (1998) · Industrial Health · doi:10.2486/indhealth.36.263 · Cited by 93 · see citing works
Stick, S. M., Ellis, E. M., Souëf, P. N. L., & Sly, P. D. (1992) · Pediatric Pulmonology · doi:10.1002/ppul.1950140308 · Cited by 92 · see citing works
Shu, Y., Li, C., Wang, Z., Mi, W., Li, Y., & Ren, T. (2015) · Sensors · doi:10.3390/s150203224 · Cited by 92 · see citing works
Extending touch-less interaction on vision based wearable device
Lv, Z., Feng, S., Feng, L., et al. (2015) · IEEE Virtual Reality (VR) · doi:10.1109/vr.2015.7223380 · Cited by 91 · see citing works
Emotional sweating response in a patient with bilateral amygdala damage
Asahina, M., Suzuki, A., Mori, M., Kanesaka, T., & Hattori, T. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(02)00123-x · Cited by 91 · see citing works
Gastrointestinal motility revisited: The wireless motility capsule
Farmer, A., Scott, S. M., & Hobson, A. (2013) · United European Gastroenterology journal · doi:10.1177/2050640613510161 · Cited by 88 · see citing works
A guide to assessing physical activity using accelerometry in cancer patients
Broderick, J. M., Ryan, J. M., O’Donnell, D. M., & Hussey, J. M. (2014) · Supportive Care in Cancer · doi:10.1007/s00520-013-2102-2 · Cited by 87 · see citing works
Thorup, C. B., Hansen, J., Grønkjær, M., Andreasen, J. J., Nielsen, G. N., Sørensen, E. E., & Dinesen, B. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5191 · Cited by 87 · see citing works
A wearable potentiometric sensor with integrated salt bridge for sweat chloride measurement
Choi, D., Li, Y., Cutting, G. R., & Searson, P. C. (2017) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2017.04.129 · Cited by 85 · see citing works
Self-citationComparison of Automated Oscillometric Versus Auscultatory Blood Pressure Measurement
Landgraf, J., Wishner, S. H., & Kloner, R. A. (2010) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2010.03.040 · Cited by 84 · see citing works
Spontaneous skin temperature oscillations in normal human subjects
Shusterman, V., Anderson, K. P., & Barnea, O. (1997) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1997.273.3.r1173 · Cited by 84 · see citing works
WATER AND ELECTROLYTE REQUIREMENTS FOR EXERCISE
Latzka, W. A., & Montain, S. J. (1999) · Clinics in Sports Medicine · doi:10.1016/s0278-5919(05)70165-4 · Cited by 82 · see citing works
Coefficient-Free Blood Pressure Estimation Based on Pulse Transit Time–Cuff Pressure Dependence
Forouzanfar, M., Ahmad, S., Batkin, I., Dajani, H. R., Groza, V. Z., & Bolić, M. (2013) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2013.2243148 · Cited by 80 · see citing works
The history of blood pressure measurement.
O'Brien, E. T., & Fitzgerald, D. (1994) · PubMed · Cited by 77 · see citing works
Revitalizing a Vital Sign: Improving Detection of Tachypnea at Primary Triage
Bianchi, W., Dugas, A. F., Hsieh, Y., Saheed, M. O., Hill, P., Lindauer, C., Terzis, A., & Rothman, R. E. (2012) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2012.05.030 · Cited by 76 · see citing works
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Wearable health devices in health care: narrative systematic review
Lu, L., Zhang, J., Xie, Y., Gao, F., Xu, S., Wu, X., & Ye, Z. (2020) · JMIR mHealth and uHealth · doi:10.2196/18907 · Cited by 701 · see citing works
Wearable Sleep Technology in Clinical and Research Settings
DE ZAMBOTTI, M., CELLINI, N., GOLDSTONE, A., COLRAIN, I. M., & BAKER, F. C. (2019) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0000000000001947 · Cited by 564 · see citing works
Wang, C., He, T., Zhou, H., Zhang, Z., & Lee, C. (2023) · Bioelectronic Medicine · doi:10.1186/s42234-023-00118-1 · Cited by 295 · see citing works
A machine learning model for emotion recognition from physiological signals
Domínguez-Jiménez, J. A., Campo-Landines, K. C., Martínez-Santos, J. C., Delahoz, E. J., & Contreras-Ortiz, S. H. (2020) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2019.101646 · Cited by 232 · see citing works
Peyroteo, M., Ferreira, I. A., Elvas, L. B., Ferreira, J. C., & Lapão, L. V. (2021) · JMIR mHealth and uHealth · doi:10.2196/28285 · Cited by 190 · see citing works
Home monitoring in interstitial lung diseases
Wijsenbeek, M. S., Moor, C. C., Johannson, K. A., Jackson, P. D., Khor, Y. H., Kondoh, Y., Rajan, S. K., Tabaj, G. C., Varela, B. E., van der Wal, P., et al. (2023) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(22)00228-4 · Cited by 98 · see citing works
Phatak, A. A., Wieland, F.-G., Vempala, K., Volkmar, F., & Memmert, D. (2021) · Sports Medicine - Open · doi:10.1186/s40798-021-00372-0 · Cited by 74 · see citing works
- Authors
- Jeong, I. C., Bychkov, D., & Searson, P. C.
- Affiliations
- Johns Hopkins University (US)
- University of California, Los Angeles (US)
- Venue
- IEEE Transactions on Biomedical Engineering
- Published
- 2019-05
- Volume
- 66
- Issue
- 5
- Pages
- 1242-1258
- ISSN
- 0018-9294 (ISSN-L)
- 1558-2531
- OpenAlex
- W2894098752
- Cited by
- 155
- References
- 266
- Citations by year
- 2026: 5 · 2025: 21 · 2024: 18 · 2023: 30 · 2022: 32 · 2021: 18 · 2020: 24 · 2019: 7
- FWCI
- 4.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- IEEE Transactions on Biomedical Engineering (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Johns Hopkins University
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Keywords
- wearable devices, precision medicine, health state monitoring, vital signs, body temperature, heart rate, respiration rate, blood pressure, physical activity monitoring, sweat monitoring, emotion monitoring, signal transduction, physiological measures
- MeSH terms
- Smartphone, Wearable Electronic Devices, Blood Pressure Determination, Electrocardiography, Emotions, Humans, Monitoring, Physiologic, Sweat, Photoplethysmography, Telemedicine, Vital Signs, Precision Medicine
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