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1. Pan American climate resilient health systems: a training course for health professionals

   https://doi.org/10.26633/RPSP.2024.83  

   Sorensen, Cecilia; Barboza, Carolos; Berry, Peter; Buss, Daniel; Campbell, Haley; Hadley, Kristie; Hamacher, Nicola; Magalhaes, Danielly; Mantilla, Gilma; Mendez, Anwar; et al (September 2024, Revista Panamericana de Salud Pública)

   ABSTRACT ObjectivesTo describe the development, implementation, and results of a training course designed to equip health professionals from the Pan American Health Organization region with the knowledge and tools needed to adapt health systems to current climate realities MethodsThePan American climate resilient health systemscourse was a 9-week live-virtual course in March–April 2023, which was delivered through Zoom and offered in English, Spanish, and French. All lectures were delivered by local and regional climate and health experts. The curricular foundation of this initiative was the Global Consortium on Climate and Health Education core competencies for health professionals. Participants completed pre- and post-course surveys ResultsA total of 1212 participants attended at least one of the nine sessions and 489 (from 66 countries) attended at least six sessions. Of these, 291 participants completed both the pre- and post-course surveys which were used in the analysis. Longitudinal survey results suggested an improvement in participants’ climate and health communication, an increased frequency of incorporating climate knowledge in professional practice, and improved confidence in engaging in climate initiatives. At the same time, many participants expressed a need for additional training ConclusionsThe results indicate that live-virtual courses have the potential to empower health professionals to contribute to climate resilience efforts by: increasing their communication skills; changing their professional practice; increasing their ability to lead climate and health activities; and preparing them to assess vulnerability and adaptation in health systems, measure and monitor environmental sustainability, and apply a health equity lens. 

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2. A Blockchain-Based Personal Health Knowledge Graph for Secure Integrated Health Data Management

   https://doi.org/10.1109/ISCC58397.2023.10218032  

   Li, Juan; Pandey, Vikram; Hendawi, Rasha (July 2023, 2023 IEEE Symposium on Computers and Communications (ISCC))
3. Health-ATM: A Deep Architecture for Multifaceted Patient Health Record Representation and Risk Prediction

   https://doi.org/https://doi.org/10.1137/1.9781611975321.30  

   Ma, Tengfei; Xiao, Cao; Wang, Fei (January 2018, Proceedings of the 2018 SIAM International Conference on Data Mining)
4. Towards Building a Virtual Assistant Health Coach

   https://doi.org/10.1109/ICHI.2018.00081  

   Gupta, Itika; Di Eugenio, Barbara; Ziebart, Brian; Liu, Bing; Gerber, Ben; Sharp, Lisa; Davis, Rafe; Baiju, Aiswarya (June 2018, IEEE International Conference on Healthcare Informatics (ICHI))
5. Digital twins for health: a scoping review

   https://doi.org/10.1038/s41746-024-01073-0  

   Katsoulakis, Evangelia; Wang, Qi; Wu, Huanmei; Shahriyari, Leili; Fletcher, Richard; Liu, Jinwei; Achenie, Luke; Liu, Hongfang; Jackson, Pamela; Xiao, Ying; et al (December 2024, npj Digital Medicine)

   Abstract The use of digital twins (DTs) has proliferated across various fields and industries, with a recent surge in the healthcare sector. The concept of digital twin for health (DT4H) holds great promise to revolutionize the entire healthcare system, including management and delivery, disease treatment and prevention, and health well-being maintenance, ultimately improving human life. The rapid growth of big data and continuous advancement in data science (DS) and artificial intelligence (AI) have the potential to significantly expedite DT research and development by providing scientific expertise, essential data, and robust cybertechnology infrastructure. Although various DT initiatives have been underway in the industry, government, and military, DT4H is still in its early stages. This paper presents an overview of the current applications of DTs in healthcare, examines consortium research centers and their limitations, and surveys the current landscape of emerging research and development opportunities in healthcare. We envision the emergence of a collaborative global effort among stakeholders to enhance healthcare and improve the quality of life for millions of individuals worldwide through pioneering research and development in the realm of DT technology. 

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