Ransomware attack associated with disruptions at adjacent emergency departments in the US.
Open accessAbstract
Importance: Cyberattacks on health care delivery organizations are increasing in frequency and sophistication. Ransomware infections have been associated with significant operational disruption, but data describing regional associations of these cyberattacks with neighboring hospitals have not been previously reported, to our knowledge. Objective: To examine an institution's emergency department (ED) patient volume and stroke care metrics during a month-long ransomware attack on a geographically proximal but separate health care delivery organization. Design, Setting, and Participants: This before and after cohort study compares adult and pediatric patient volume and stroke care metrics of 2 US urban academic EDs in the 4 weeks prior to the ransomware attack on May 1, 2021 (April 3-30, 2021), as well as during the attack and recovery (May 1-28, 2021) and 4 weeks after the attack and recovery (May 29 to June 25, 2021). The 2 EDs had a combined mean annual census of more than 70 000 care encounters and 11% of San Diego County's total acute inpatient discharges. The health care delivery organization targeted by the ransomware constitutes approximately 25% of the regional inpatient discharges. Exposure: A month-long ransomware cyberattack on 4 adjacent hospitals. Main Outcomes and Measures: Emergency department encounter volumes (census), temporal throughput, regional diversion of emergency medical services (EMS), and stroke care metrics. Results: This study evaluated 19 857 ED visits at the unaffected ED: 6114 (mean [SD] age, 49.6 [19.3] years; 2931 [47.9%] female patients; 1663 [27.2%] Hispanic, 677 [11.1%] non-Hispanic Black, and 2678 [43.8%] non-Hispanic White patients) in the preattack phase, 7039 (mean [SD] age, 49.8 [19.5] years; 3377 [48.0%] female patients; 1840 [26.1%] Hispanic, 778 [11.1%] non-Hispanic Black, and 3168 [45.0%] non-Hispanic White patients) in the attack and recovery phase, and 6704 (mean [SD] age, 48.8 [19.6] years; 3326 [49.5%] female patients; 1753 [26.1%] Hispanic, 725 [10.8%] non-Hispanic Black, and 3012 [44.9%] non-Hispanic White patients) in the postattack phase. Compared with the preattack phase, during the attack phase, there were significant associated increases in the daily mean (SD) ED census (218.4 [18.9] vs 251.4 [35.2]; P < .001), EMS arrivals (1741 [28.8] vs 2354 [33.7]; P < .001), admissions (1614 [26.4] vs 1722 [24.5]; P = .01), patients leaving without being seen (158 [2.6] vs 360 [5.1]; P < .001), and patients leaving against medical advice (107 [1.8] vs 161 [2.3]; P = .03). There were also significant associated increases during the attack phase compared with the preattack phase in median waiting room times (21 minutes [IQR, 7-62 minutes] vs 31 minutes [IQR, 9-89 minutes]; P < .001) and total ED length of stay for admitted patients (614 minutes [IQR, 424-1093 minutes] vs 822 minutes [IQR, 497-1524 minutes]; P < .001). There was also a significant increase in stroke code activations during the attack phase compared with the preattack phase (59 vs 102; P = .01) as well as confirmed strokes (22 vs 47; P = .02). Conclusions and Relevance: This study found that hospitals adjacent to health care delivery organizations affected by ransomware attacks may see increases in patient census and may experience resource constraints affecting time-sensitive care for conditions such as acute stroke. These findings suggest that targeted hospital cyberattacks may be associated with disruptions of health care delivery at nontargeted hospitals within a community and should be considered a regional disaster.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
On May 1, 2021, a four-hospital HDO was infected by a ransomware cyberattack, resulting in loss of electronic medical records and systems for one month.
“On May 1, 2021, a four-hospital HDO was “infected” by a ransomware cyberattack, resulting in the loss of electronic medical records and systems for one month (3).”
From Ransomware Cyberattack Associated With Cardiac Arrest Incidence and Outcomes at Untargeted, Adjacent Hospitals (2024) · cites this paper as [3]
The Introduction reports that a four-hospital HDO was infected with ransomware on May 1, 2021, causing acute loss of electronic health records and other systems. It says operational disruptions persisted for four weeks, but does not establish that the records and systems themselves remained unavailable for that entire month. (LLM, conf=0.83)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., & Vandenbroucke, J. P. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61602-x · Cited by 21,320 · see citing works
Powers, W. J., Rabinstein, A. A., Ackerson, T., Adeoye, O. M., Bambakidis, N. C., Becker, K. J., Biller, J., Brown, M., Demaerschalk, B. M., Hoh, B. L., et al. (2019) · Stroke · doi:10.1161/str.0000000000000211 · Cited by 7,673 · see citing works
Ransomware attacks: detection, prevention and cure
Brewer, R. (2016) · Network Security · doi:10.1016/s1353-4858(16)30086-1 · Cited by 216 · see citing works
COVID ‐19 pandemic cybersecurity issues
Pranggono, B., & Arabo, A. (2020) · Internet Technology Letters · doi:10.1002/itl2.247 · Cited by 208 · see citing works
A retrospective impact analysis of the WannaCry cyberattack on the NHS
Ghafur, S., Kristensen, S. R., Honeyford, K., Martin, G., Darzi, A. W., & Aylin, P. P. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0161-6 · Cited by 206 · see citing works
Neprash, H. T., McGlave, C. C., Cross, D. A., Virnig, B. A., Puskarich, M. A., Huling, J. D., Rozenshtein, A. Z., & Nikpay, S. S. (2022) · JAMA Health Forum · doi:10.1001/jamahealthforum.2022.4873 · Cited by 154 · see citing works
Cybersecurity and healthcare: how safe are we?
Martin, G., Martin, P., Hankin, C., Darzi, A. W., & Kinross, J. K. (2017) · BMJ · doi:10.1136/bmj.j3179 · Cited by 149 · see citing works
Healthcare cyber-attacks and the COVID-19 pandemic: an urgent threat to global health
Muthuppalaniappan, M., & Stevenson, K. (2020) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzaa117 · Cited by 143 · see citing works
Cybersecurity Risks in a Pandemic
Williams, C. M., Chaturvedi, R., & Chakravarthy, K. V. (2020) · Journal of Medical Internet Research · doi:10.2196/23692 · Cited by 119 · see citing works
Perakslis, E. D. (2014) · New England Journal of Medicine · doi:10.1056/nejmp1404358 · Cited by 107 · see citing works
Threats to Information Security — Public Health Implications
Gordon, W. J., Fairhall, A., & Landman, A. (2017) · New England Journal of Medicine · doi:10.1056/nejmp1707212 · Cited by 107 · see citing works
Delays in emergency care and mortality during major U.S. marathons.
Jena, A. B., Mann, N. C., Wedlund, L. N., & Olenski, A. (2017) · New England Journal of Medicine · doi:10.1056/nejmsa1614073 · Cited by 91 · see citing works
The challenges of cybersecurity in health care: the UK National Health Service as a case study
Ghafur, S., Graß, E., Jennings, N. R., & Darzi, A. W. (2019) · The Lancet Digital Health · doi:10.1016/s2589-7500(19)30005-6 · Cited by 91 · see citing works
Healthcare Challenges in the Era of Cybersecurity
Tully, J. L., Selzer, J., Phillips, J. P., O’Connor, P. M., & Dameff, C. J. (2020) · Health Security · doi:10.1089/hs.2019.0123 · Cited by 86 · see citing works
Assessment of Employee Susceptibility to Phishing Attacks at US Health Care Institutions
Gordon, W. J., Wright, A. T., Aiyagari, R. M., Corbo, L., Glynn, R. J., Kadakia, J., Kufahl, J., Mazzone, C., Noga, J., Parkulo, M. A., et al. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.0393 · Cited by 81 · see citing works
Cybersecurity Concerns and Medical Devices
Kramer, D. B., & Fu, K. (2017) · JAMA · doi:10.1001/jama.2017.15692 · Cited by 55 · see citing works
Cyberattack on Britain’s National Health Service — A Wake-up Call for Modern Medicine
Clarke, R., & Youngstein, T. (2017) · New England Journal of Medicine · doi:10.1056/nejmp1706754 · Cited by 54 · see citing works
Martin, G., Ghafur, S., Kinross, J. K., Hankin, C., & Darzi, A. W. (2018) · BMJ · doi:10.1136/bmj.k2381 · Cited by 41 · see citing works
Clinical Cybersecurity Training Through Novel High-Fidelity Simulations
Dameff, C. J., Selzer, J., Fisher, J., Killeen, J. P., & Tully, J. L. (2018) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2018.10.029 · Cited by 32 · see citing works
Cybersecurity—a serious patient care concern.
Jarrett, M. P. (2017) · JAMA · doi:10.1001/jama.2017.11986 · Cited by 31 · see citing works
Cyber Disaster Medicine: A New Frontier for Emergency Medicine
Dameff, C. J., Farah, J., Killeen, J. P., & Chan, T. C. (2020) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2019.11.011 · Cited by 31 · see citing works
When 'Hacktivists' Target Your Hospital
Nigrin, D. J. (2014) · New England Journal of Medicine · doi:10.1056/nejmp1407326 · Cited by 27 · see citing works
Maggio, L. A., Dameff, C. J., Kanter, S. L., Woods, B., & Tully, J. L. (2020) · Academic Medicine · doi:10.1097/acm.0000000000003859 · Cited by 27 · see citing works
Trends in Malware Attacks against United States Healthcare Organizations, 2016-2017
Branch, L. E., Eller, W. “., Bias, T., McCawley, M. A., Myers, D. J., Gerber, B. J., & Bassler, J. R. (2019) · Global Biosecurity · doi:10.31646/gbio.7 · Cited by 20 · see citing works
Hacking 9-1-1: Infrastructure Vulnerabilities and Attack Vectors
Goebel, M., Dameff, C. J., & Tully, J. L. (2019) · Journal of Medical Internet Research · doi:10.2196/14383 · Cited by 11 · see citing works
Responding to the Escalating Cybersecurity Threat to Health Care
Perakslis, E. D. (2022) · New England Journal of Medicine · doi:10.1056/nejmp2205144 · Cited by 8 · see citing works
Ransomware Attacks on the Healthcare Industry
Triplett, W. (2022) · Journal of Business Technology and Leadership · doi:10.54845/btljournal.v4i1.31 · Cited by 7 · see citing works
Cybersecurity implications for hospital quality
Dameff, C. J., Pfeffer, M. A., & Longhurst, C. (2019) · Health Services Research · doi:10.1111/1475-6773.13202 · Cited by 6 · see citing works
Crisis Standards of Care: Cyber Attack During a Pandemic
Akselrod, H. (2021) · Annals of Internal Medicine · doi:10.7326/m20-7191 · Cited by 5 · see citing works
Voelker, R. (2016) · JAMA · doi:10.1001/jama.2016.1283 · Cited by 2 · see citing works
The Need for Better Data Breach Statistics
Fabbri, D., Frisse, M. E., & Malin, B. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.4913 · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 32 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Addressing privacy concerns with wearable health monitoring technology
Sivakumar, C. L. V., Mone, V., & Abdumukhtor, R. (2024) · WIREs Data Mining and Knowledge Discovery · doi:10.1002/widm.1535 · Cited by 57 · see citing works
Unveiling the Dark Side of ChatGPT: Exploring Cyberattacks and Enhancing User Awareness
Alawida, M., Shawar, B. A., Abiodun, O. I., Mehmood, A., Omolara, A. E., & Hwaitat, A. K. A. (2024) · Information · doi:10.3390/info15010027 · Cited by 69 · see citing works
Emerging Digital Technologies in Healthcare with a Spotlight on Cybersecurity: A Narrative Review
Arafa, A., Sheerah, H. A., & Alsalamah, S. (2023) · Information · doi:10.3390/info14120640 · Cited by 49 · see citing works
Ikegwu, A. C., Alo, U. R., & Nweke, H. F. (2025) · Discover Computing · doi:10.1007/s10791-025-09686-z · Cited by 24 · see citing works
Federation Opacity and the Promise of Federated Learning in Healthcare
Hatherley, J. J., Søgaard, A., Ballantyne, A., & Pauwels, R. (2026) · The American Journal of Bioethics · doi:10.1080/15265161.2026.2637093 · Cited by 25 · see citing works
Case-based learning for cybersecurity leaders: A systematic review and research agenda
Anderson, A., Ahmad, A., & Chang, S. (2024) · Information & Management · doi:10.1016/j.im.2024.104015 · Cited by 21 · see citing works
A thematic analysis of ransomware incidents among United States hospitals, 2016–2022
Cornejo, G. M., Lee, J., & Russell, B. A. (2024) · Health and Technology · doi:10.1007/s12553-024-00890-3 · Cited by 16 · see citing works
McGlave, C., Nikpay, S., Henning‐Smith, C., Rydberg, K., & Neprash, H. T. (2023) · Health Affairs Scholar · doi:10.1093/haschl/qxad037 · Cited by 18 · see citing works
What happens to rural hospitals during a ransomware attack? Evidence from Medicare data
Neprash, H. T., McGlave, C., Rydberg, K., & Henning‐Smith, C. (2024) · The Journal of Rural Health · doi:10.1111/jrh.12834 · Cited by 14 · see citing works
Ransomware Attacks, ED Visits and Inpatient Admissions in Targeted and Nearby Hospitals
Abouk, R., & Powell, D. (2024) · JAMA · doi:10.1001/jama.2024.7752 · Cited by 14 · see citing works
Mitigating Data Exfiltration Ransomware through Advanced Decoy File StrategiesPreprint
Liu, S., & Chen, X. (2023) · Research Square · doi:10.21203/rs.3.rs-3750416/v1 · Cited by 13 · see citing works
Pham, T. T., Loo, T. M., Malhotra, A., Longhurst, C. A., Hylton, D., Dameff, C., Tully, J., Wardi, G., Sell, R. E., & Pearce, A. K. (2024) · Critical Care Explorations · doi:10.1097/cce.0000000000001079 · Cited by 14 · see citing works
The security and vulnerability issues of blockchain technology: A SWOC analysis
Punia, A., Gulia, P., Gill, N. S., Rani, D., Kaushik, D. K., Sabry, A. M., Hassan, M. M., & Shukla, P. K. (2025) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-025-01981-2 · Cited by 12 · see citing works
Patient Care Technology Disruptions Associated With the CrowdStrike Outage
Tully, J. L., Rao, S., Straw, I., Gabriel, R. A., Longhurst, C., Savage, S., Voelker, G. M., & Dameff, C. J. (2025) · JAMA Network Open · doi:10.1001/jamanetworkopen.2025.30226 · Cited by 12 · see citing works
Cybersecurity Lessons From the Change Healthcare Attack
Neprash, H. T., Dameff, C. J., & Tully, J. L. (2024) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2024.3162 · Cited by 10 · see citing works
From Dis-empowerment to empowerment: Crafting a healthcare cybersecurity self-assessment
Burke, W., Stranieri, A., & Oseni, T. (2024) · Computers & Security · doi:10.1016/j.cose.2024.104148 · Cited by 5 · see citing works
Prompt injection attacks on vision-language models for surgical decision support
Zhang, Z., Qadir, M. I., Carstens, M., Zhang, E. H., Loiselle, M. S., Martinus, F. M., Mroczkowski, M. K., Clusmann, J., Kather, J. N., & Kolbinger, F. R. (2026) · npj Digital Surgery · doi:10.1038/s44484-026-00014-6 · Cited by 4 · see citing works
Safeguarding the healthcare sector from ransomware attacks: insights from a literature review
Shahzadi, A., Ishaq, K., Dogar, A. B., Khan, J. A., Mylonas, A., Nawaz, N. A. H., Yasin, A., & Khan, F. A. (2025) · PeerJ Computer Science · doi:10.7717/peerj-cs.3073 · Cited by 6 · see citing works
The Enhancing Cybersecurity with AI Algorithms and Big Data Analytics: Challenges and Solutions
Nugroho, S. A., Sumaryanto, S., & Hadi, A. P. (2024) · Journal of Technology Informatics and Engineering · doi:10.51903/jtie.v3i3.200 · Cited by 4 · see citing works
Hacked to Pieces? The Effects of Ransomware Attacks on Hospitals and Patients
Neprash, H., McGlave, C., & Nikpay, S. (2026) · American Economic Journal: Economic Policy · doi:10.1257/pol.20240594 · Cited by 6 · see citing works
Mapping the Cyberthreat Landscape in Healthcare Using GDELT: A Multimethod Approach
Piazza, A., & Vasudevan, S. (2025) · Health Security · doi:10.1089/hs.2024.0016 · Cited by 3 · see citing works
Cyber-Physical Systems Security Protecting Critical Infrastructure from Cyber Threats and Attacks
Chinthamu, N., Jayakumar, S., Manasa, K., P, R. M., Rashid, S. Z., & Jansirani, D. (2025) · ITM Web of Conferences · doi:10.1051/itmconf/20257603005 · Cited by 2 · see citing works
Digital Disasters: The Growing Threat of Healthcare Ransomware
Tully, J. L., Gabriel, R. A., Waterman, R. S., & Dameff, C. J. (2025) · Anesthesiology · doi:10.1097/aln.0000000000005442 · Cited by 2 · see citing works
Paramedicine Literature Search: March-May 2023
Morrissey, B., & Maxwell, S. (2023) · International Journal of Paramedicine · doi:10.56068/pwlc3336 · Cited by 1 · see citing works
Avery, A., Baker, E. W., Wright, B., Avery, I., & Gomez, D. (2024) · Journal of Medical Internet Research · doi:10.2196/59231 · Cited by 1 · see citing works
Cybersecurity, Research Data Management (RDM), and Regulatory Compliance in Clinical Trials
Gomase, V. S. (2025) · Reviews on Recent Clinical Trials · doi:10.2174/0115748871360236250901072442 · Cited by 1 · see citing works
ASSESSING THE VULNERABILITIES OF CRITICAL INFRASTRUCTURE IN THE AGE OF HYBRID THREATS
Gjorgjievska, T. (2026) · Security Dialogues /Безбедносни дијалози · doi:10.47054/sd25233gj · Cited by 1 · see citing works
Ransomware, Emotions, and the Decision to Pay: Evidence From a Factorial Experiment
Vakhitova, Z., & Mezzetti, C. (2026) · Crime & Delinquency · doi:10.1177/00111287261440149 · Cited by 1 · see citing works
Arsalani, P., Dayarian, I., Freeman, N., Kim, Y., Peng, D., Zhao, M., Gray, J., & Crawford, W. (2026) · Omega · doi:10.1016/j.omega.2026.103578 · Cited by 1 · see citing works
The effect of a national healthcare cyberattack on the Irish hip fracture standards
McCarthy, C. J., Hickey, P., O’Daly, B., McGoldrick, N. P., & Quinlan, J. F. (2026) · The Surgeon · doi:10.1016/j.surge.2026.04.012 · Cited by 1 · see citing works
Choudhuri, B., Prakash, J., Pal, B., & Veenith, T. (2026) · Indian Journal of Critical Care Medicine · doi:10.5005/jp-journals-10071-25203 · Cited by 1 · see citing works
Straw, I., Kumar, D., Kweon, S., Selzer, J., Dameff, C. J., & Tully, J. L. (2026) · Journal of Medical Internet Research · doi:10.2196/88257 · Cited by 1 · see citing works
Cybersecurity of Digital Health Tools
Dameff, C. J., & Tully, J. L. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13244-5.00016-x
On Countering Ransomware Attacks Using Strategic Deception
Neupane, R. L., Bhusal, B., Neupane, K., Regmi, P. R., Dinh, T., Marrero, L., Saghaian, S. M., Nadendla, V. S. S., & Calyam, P. P. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-74835-6_8
de médecine, A. N. (2024) · Bulletin de l Académie Nationale de Médecine · doi:10.1016/j.banm.2024.11.005
Data Breach Information, Hospital Financing, and Patient OutcomesPreprint
Osborne, B. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5076591
Data Breach Information, Hospital Financing, and Patient OutcomesPreprint
Osborne, B. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5147409
WITHDRAWNPreprint
Kareem, K. M. (2025) · doi:10.31234/osf.io/fmdga_v1
RENTAKA: Detecting Ransomware at Pre-Attack Stage Using Machine Learning Approach
Zakaria, W. Z. A., Abdollah, M. F., Mohd, O., Aziz, M. N. A., Yassin, S. M. W. M. S. M. M., & Kassim, S. R. M. (2025) · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · doi:10.1109/iscaie64985.2025.11081161
Raoof, M. M., & Al-Hashemi, R. (2025) · Journal of Information Security · doi:10.4236/jis.2025.163022
Current Digital Vulnerabilities and Cyber Crimes
Beniwal, C., Chaudhary, V., & Dubey, S. K. (2025) · International Conference on Networks and Cryptology (NETCRYPT) · doi:10.1109/netcrypt65877.2025.11102710
Esserkassi, B., Eddarouich, S., & Bourouhou, A. (2025) · Data & Metadata · doi:10.56294/dm20251248
Abdulghani, S. F., Shtayt, B. A., Taha, M. S., & Hashim, M. M. (2025) · Communications in computer and information science · doi:10.1007/978-3-032-07244-3_5
Towards Safer E-Healthcare: BWM-Based Cybersecurity Risk Prioritization
Erdoğan, M., Ayyıldız, E., Kesici, B., & Madi, E. N. (2025) · doi:10.1109/incit66780.2025.11276129
MedBlockSync: A Blockchain Solution for Multi-institutional Healthcare
Castillo, J., Aboagye-Otchere, K., & Chen, Q. (2026) · Communications in computer and information science · doi:10.1007/978-3-032-13800-2_8
Chahid, A., Marzak, Y. E., Guemmat, K. E., Ouahabi, S., & Mansouri, K. (2026) · Lecture notes in networks and systems · doi:10.1007/978-3-032-14430-0_10
From Waiting to Care: Pre-Treatment Waits Reshape Physician Decisions in Emergency DepartmentsPreprint
Luo, D., & Shen, L. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6216498
Clinical Informatics and Artificial Intelligence: What the Working Emergency Physician Needs to Know
Joseph, J. W., & Nathanson, L. A. (2026) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2026.03.007
Cybersecurity and Emergency Medicine: A Literary Review
Kahl, N. M., Frieden, M. J., Killeen, J. P., Chan, T., Longhurst, C., Tully, J. L., & Dameff, C. J. (2026) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2026.04.004
Blockchain for Healthcare Data Security
Kolli, Y. K., Kushala, K., Induru, V., Radhakrishnan, P., Ramar, V. A., & Premalatha, R. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-0981-9.ch010
Rehman, T., Jarrett, P. C., Lesko, J., Augustine, J. J., Shy, B. D., Sangal, R. B., Genes, N. G., Apakama, D. U., Abbott, E. E., Mehrotra, A., et al. (2026) · Journal of the American College of Emergency Physicians Open · doi:10.1016/j.acepjo.2026.100466
Cyber-disasters and Healthcare Cybersecurity in the Pediatric Population
Hata, R. (2026) · Springer eBooks · doi:10.1007/978-3-032-27013-9_23
Jahed, F., Rosenzweig, C., Grün, K., Werner, P., Ostermann, M., Akdeniz, E. E., Gilbert, S., & Freyer, O. (2026) · Journal of Medical Internet Research · doi:10.2196/103202
The human factor in hospital cybersecurity: a high-reliability organization-based maturity model
Rapaport, C., Tunalıgil, V., Ashkenazi, M., Ashkenazi, I., & Shamash, E. (2026) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2026.106706
Smart healthcare systems with improved cybersecurity by AI integration
Samuel, P., Abilaash, S. S., Chand, S., Balusamy, B., & Al-Khasawneh, M. A. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-27761-0.00004-4
Akumani, A. A., Commey, D., Sarpong, R. A., & Fiatsonu, E. (2026) · Health and Technology · doi:10.1007/s12553-026-01098-3
Technology and Innovation in Practice Management
Huang, E. C., Huang, J. J., & Huang, J. (2026) · Anesthesiology Clinics · doi:10.1016/j.anclin.2026.09.007
Cyber resilience in public health: a narrative case study of the Aurum Institute ransomware attack
Paterson, J., Pieterse, C., Mulaudzi, K., & Clark, D. A. (2026) · South African Health Review · doi:10.61473/001c.170686
- Authors
- Dameff, C., Tully, J., Chan, T. C., Castillo, E. M., Savage, S., Maysent, P., Hemmen, T. M., Clay, B. J., & Longhurst, C. A.
- Affiliations
- University of California San Diego (US)
- Department of Biomedical Informatics, University of California, San Diego
- Corresponding author
- Dameff, Christian
- ORCID
- Venue
- JAMA Network Open
- Publisher
- American Medical Association (AMA)
- Published
- 2023-05-08
- Volume
- 6
- Issue
- 5
- Pages
- e2312270
- ISSN
- 2574-3805 (ISSN-L)
- PMC
- PMC10167570
- OpenAlex
- W4375858893
- Cited by
- 60
- References
- 32
- Citations by year
- 2026: 24 · 2025: 17 · 2024: 15 · 2023: 4
- FWCI
- 18.42
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JAMA Network Open (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Biomedical Imaging and Bioengineering (K08EB032477)
- Topics
- Health Sciences › Medicine › Emergency Medicine › Emergency and Acute Care Studies
- Health Sciences › Health Professions › Emergency Medical Services › Disaster Response and Management
- Health Sciences › Medicine › Oncology › COVID-19 and healthcare impacts
- Keywords
- ransomware, emergency department, patient volume, pre-post test comparison
- MeSH terms
- Adult, Child, Emergency Medical Services, Emergency Service, Hospital, Female, Hospitalization, Hospitals, Humans, Male, Middle Aged, Cohort Studies
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review