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Interventions to Maintain HIV/AIDS, Tuberculosis, and Malaria Service Delivery During Public Health Emergencies in Low- and Middle-Income Countries: Protocol for a Systematic Review

Taken together, the frameworks are comprehensive insofar as prescribing the mechanics or the hardware of a country’s capacity to respond to and control health emergencies. For example, investment in building diagnostic capacity, establishing emergency operations centers, investing in health workers, and having a coordination structure are all critical for both preparedness and response to emergencies.

Steven Ndugwa Kabwama, Rhoda K. Wanyenze, Helena Lindgren, Neda Razaz, John M Ssenkusu, Tobias Alfvén

JMIR Res Protoc 2025;14:e64316

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Accuracy of a Commercial Large Language Model (ChatGPT) to Perform Disaster Triage of Simulated Patients Using the Simple Triage and Rapid Treatment (START) Protocol: Gage Repeatability and Reproducibility Study

emergencies

Jeffrey Micheal Franc, Attila Julius Hertelendy, Lenard Cheng, Ryan Hata, Manuela Verde

J Med Internet Res 2024;26:e55648

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Spatiotemporal Epidemiological Trends of Mpox in Mainland China: Spatiotemporal Ecological Comparison Study

Reference 14: Emergencies: international health regulations and emergency committees(https://www.who.intemergencies

Shuli Ma, Jie Ge, Lei Qin, Xiaoting Chen, Linlin Du, Yanbo Qi, Li Bai, Yunfeng Han, Zhiping Xie, Jiaxin Chen, Yuehui Jia

JMIR Public Health Surveill 2024;10:e57807

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Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

The use of ontologies developed in the field of emergencies could constitute an area for improvement. Transformers have also recently been tested for the identification and replacement of abbreviations, with good results for BERT [42,43]; however, there has not yet been a test on data from a mixture of common language and medical terms in French.

Gabrielle Chenais, Cédric Gil-Jardiné, Hélène Touchais, Marta Avalos Fernandez, Benjamin Contrand, Eric Tellier, Xavier Combes, Loick Bourdois, Philippe Revel, Emmanuel Lagarde

JMIR AI 2023;2:e40843

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Advancing Posttraumatic Stress Disorder Diagnosis and the Treatment of Trauma in Humanitarian Emergencies via Mobile Health: Protocol for a Proof-of-Concept Nonrandomized Controlled Trial

Nations worldwide face the continuous challenge of addressing the complex and varied consequences of past, current, and evolving humanitarian emergencies. The United Nations Office for the Coordination of Humanitarian Affairs estimates that there are currently 234 million vulnerable people across 56 countries affected by war and conflict, climate change, hunger, and the COVID-19 pandemic [1].

Janaina V Pinto, Caroline Hunt, Brian O'Toole

JMIR Res Protoc 2022;11(6):e38223

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Importance of Photography Education to Improve Image Quality for Accurate Remote Diagnoses in Dental Trauma Patients: Observational Study

This highlights that remote teleconsultations performed using cell phones do not guarantee accurate diagnoses, and so apps should be limited to use as a complementary tool to allow for appropriate emergency first aid in dental emergencies. Moreover, patients who receive teleconsultations should also seek appropriate treatment by visiting a dental clinic as soon as possible. This study was subject to several limitations. First, the study involved healthy subjects rather than actual trauma patients.

Jin-Sun Jeong, Nan-Sim Pang, Yiseul Choi, Kyeong-Mee Park, Taekbin Kim, Xin Xu, Wonse Park