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Jose Fernando Florez-Arango

  • Associate Professor of Practice, School of Health Professions
Contact
  • josefflo@arizona.edu
  • Bio
  • Interests
  • Courses
  • Scholarly Contributions

Biography

Dr. Jose Fernando Florez-Arango is a distinguished physician, educator, and health informatics expert with over 25 years of experience spanning clinical practice, academic leadership, research, and innovation. 

He currently serves as the Associate Director of Education and Training for the Center for Biomedical Informatics and Biostatistics (CB2) at The University of Arizona, where he leads curriculum development, accreditation efforts, and interdisciplinary initiatives in population health informatics.

Dr. Florez-Arango earned his MD from Universidad de Antioquia in Colombia, followed by a Master’s in Biomedical Sciences with a focus on Medical Informatics. He later completed a PhD in Health Informatics at The University of Texas Health Science Center at Houston, supported by a Fulbright-Colciencias scholarship. His academic journey reflects a deep commitment to integrating technology into healthcare education and delivery.

Throughout his career, Dr. Florez-Arango has held faculty appointments at prestigious institutions including Universidad de Antioquia, Weill Cornell Medicine, Texas A&M University, City University of New York, and Universidad Pontificia Bolivariana. His teaching portfolio includes over 30 courses across six universities, impacting more than 5,000 students and generating over 210,000 student-hours of instruction. He has pioneered innovative educational programs in telehealth, mobile health, and clinical informatics, and has developed simulation-based training tools and multimedia learning platforms.

In clinical settings, Dr. Florez-Arango has served as an emergency physician and critical care transport specialist in Colombia, with extensive experience in disaster response and prehospital care. He also led the Colombian Red Cross’s Palliative Care Program and served as National Coordinator for Prehospital Volunteers.

His research focuses on human-computer interaction, workload reduction, and the design of intelligent clinical decision support systems. He has led and contributed to numerous funded projects, including international collaborations with the NIH, Open Society Foundations, and Microsoft Research. His innovations include HADA, a data-driven AI system for prenatal care, and GuideView, a multimedia tool for clinical guideline dissemination.

Dr. Florez-Arango is a prolific author with peer-reviewed publications in biomedical informatics, telehealth, and digital health. He has contributed to global health informatics frameworks and served on editorial boards and review panels for journals such as JMIR, Telemedicine Reports, and Frontiers. His leadership extends to international organizations, including the American Medical Informatics Association (AMIA), International Medical Informatics Association (IMIA), and the American Telemedicine Association (ATA), where he has held roles such as Co-Chair, Liaison, and Chapter Chair.

A dedicated mentor, Dr. Florez-Arango has guided numerous students and professionals in research, teaching, and leadership, fostering the next generation of health informatics experts. His commitment to diversity, equity, and inclusion is reflected in his service on institutional committees and mentorship programs, including AMIA’s DEI initiatives and the Latino Medical Students Association.

Dr. Florez-Arango’s work exemplifies the transformative power of technology in healthcare and education. His contributions continue to shape the future of health informatics, both in the United States and globally.

Degrees

  • Ph.D. Health Informatics
    • The University of Texas Health Science Center at Houston, Houston, Texas, United States
    • Workload and Performance Factors Associated With Multimedia Job Aids for Community Health Workers
  • M.S. Biomedical Sciences
    • Universidad de Antioquia, Medellinb, Colombia
  • M.D. Medicine
    • Universidad de Antioquia, Medellin, Colombia

Work Experience

  • Weill Cornell Medicine (2023 - 2025)

Awards

  • Fellow
    • American College Medical Informatics, Fall 2025

Related Links

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Interests

Research

Personalized Care, No code, Clinical Decision Support System, HUman Centered Design, Human Factors

Teaching

Health informatics, Systems Design, Data visualization, mobile health

Courses

No activities entered.

Scholarly Contributions

Books

  • Ramos, A. (2010). Compendio M\'edico Segunda Edici\'on. Alexander Ramos.
  • Alzate, J., Arango, J., Lopez, J. C., & Graf, J. B. (2001). Manual de primeros auxilios para estudiantes de areas de la salud.

Chapters

  • Kuziemsky, C. E., Nohr, C., Florez-Arango, J. F., & Patel, V. L. (2022). E-enabled Patient-Provider Communication in Context. In Personal Health Informatics(pp 3--24). Springer, Cham.
  • Uribe-Ocampo, S., Torres, E. A., Luna, I. F., Florez-Arango, J. F., & Smith, J. W. (2019). SIM-CIG: a serious game to practice and improve clinical guidelines adoption based on computer-interpretable guidelines. In MEDINFO 2019: Health and Wellbeing e-Networks for All(pp 1997--1998). IOS Press.
  • Alvarez-Tob\'on, V. A., Luna-G\'omez, I. F., Torres-Silva, E. A., Florez-Arango, J. F., Rivera-Mejia, P. T., & Higuita, U. A. (2018). Design of an information system for palliative care: user analysis. In Nursing Informatics 2018(pp 11--13). IOS Press.
  • Fl\'orez-Arango, J. F., Sriram Iyengar, M., Caicedo, I. T., & Escobar, G. (2017). Rapid Development and Distribution of Mobile Media-Rich Clinical Practice Guidelines Nationwide in Colombia. In MEDINFO 2017: Precision Healthcare through Informatics(pp 1220--1220). IOS Press.
  • Correa-Arango, A. L., Tamayo-Correa, C., Mej\'\ia-Zapata, D., Castrill\'on, E., Torres-Silva, E. A., Luna-Gomez, I. F., Restrepo, N., V\'elez-Zuluga, S., Florez-Arango, J. F., & Smith, J. (2015). Development of a Dynamic and Adaptive Simulator for Health. In MEDINFO 2015: eHealth-enabled Health(pp 1062--1062). IOS Press.

Journals/Publications

  • Bhattacharya, A., & Florez-Arango, J. F. (2025). Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation. JMIR mHealth and uHealth, 13(1), e70987.
  • Bhattacharya, A., & Florez-Arango, J. F. (2025). Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation. JMIR mHealth and uHealth, 13, e70987.
    More info
    The expansion of mobile health app or apps has created a growing need for structured and predictive tools to evaluate app quality before deployment. The Mobile App Rating Scale (MARS) offers a standardized, expert-driven assessment across 4 key dimensions-engagement, functionality, aesthetics, and information-but its use in forecasting user satisfaction through predictive modeling remains limited.
  • Bhattacharya, A., & Florez-Arango, J. F. (2025). Investigating the quality of mobile apps for drug-drug interaction management using the mobile app rating scale and K-means clustering: systematic search of app stores. JMIR mHealth and uHealth, 13, e65927.
  • Ditmore, M., El, K. A., & Florez-Arango, J. F. (2025). Designing and Evaluating a Prototype of a Trilingual Data Collection Tool for the Middle East and North Africa (MENA) Region to Collect Data About Violence Against Sex Workers: Multiple Methods Approach in User-Centered Design. JMIR Formative Research, 9(1), e65210.
  • Giraldo-Forero, A. F., Durango, M. C., R\'ua, S., Torres-Silva, E. A., Arango-Valencia, S., Florez-Arango, J. F., & Orozco-Duque, A. (2025). Towards Early Maternal Morbidity Risk Identification by Concept Extraction from Clinical Notes in Spanish Using Fine-Tuned Transformer-Based Models. Applied System Innovation, 8(3), 78.
  • Torres-Silva, E. A., Gaviria-Jim\'enez, J. J., Pereira-Montiel, E., Montoya-Arenas, D. A., & Fl\'orez-Arango, J. F. (2025). Clinical System for Mood Disorder Care in C\'ordoba, Colombia: Participatory Design and Scenario-Based Usability Evaluation Study. JMIR Formative Research, 9, e58909.
  • Torres-Silva, E. A., Gaviria-Jiménez, . J., Guevara-Zambrano, A. M., Herrera-Almanza, L., & Flórez-Arango, J. (2025). Synthetic data within a common data model for artificial intelligence applications in maternal health: experience report in the Colombian context. Biomedica : revista del Instituto Nacional de Salud, 45(Sp. 3), 71-92.
    More info
    Synthetic data in healthcare is an alternative for generating clinical records that resemble those registered in real clinical scenarios. The benefits of synthetic data are: greater volume of data, the possibility of representing specific patient populations, protection of real-data privacy, and improved data-sharing among different actors.
  • Ditmore, M. H., & Florez-Arango, J. F. (2024). User-Centered Design for Designing and Evaluating a Prototype of a Data Collection Tool to Submit Information About Incidents of Violence Against Sex Workers: Multiple Methods Approach. JMIR Human Factors, 11(1), e53557.
  • Lau, E., Rajput, V. K., Hunter, I., Florez-Arango, J. F., Ranatunga, P., Veil, K. D., Kulatunga, G., Gogia, S., Kuziemsky, C., Ito, M., & others, . (2024). Telehealth and Precision Prevention: Bridging the Gap for Individualised Health Strategies. Yearbook of medical informatics, 33(01), 064--069.
  • Lu, Z., Wang, W., Florez-Arango, J. F., Seo, J. H., Hamilton, D. K., & Wells-Beede, E. (2024). A framework to develop an immersive virtual reality simulation tool for postpartum hemorrhage management nurse training. Nursing Education Perspectives, 45(3), 189--191.
  • Ngo, V. K., Vu, T. T., Levine, D., Punter, M. A., Beane, S. J., Weiss, M. R., Wyka, K., Florez-Arango, J. F., & Zhou, X. (2024). A multisector community-engaged collaborative for mental health integration in primary care and housing developments: Protocol for a stepped-wedge randomized controlled trial (the Harlem Strong Program). BMC Public Health, 24(1), 2554.
  • Fl\'orez-Arango, J. F., Torres-Silva, E. A., Luna-G\'omez, I. F., Gaviria-Jimenez, J. J., Londo\~no-Mart\'\inez, S., & Fern\'andez-Ram\'\irez, S. M. (2023). Percepci\'on de brechas y oportunidades en eSalud de estudiantes de \'ultimo a\~no de Medicina en Colombia. Revista Cubana de Informaci\'on en Ciencias de la Salud, 34.
  • Torres-Silva, E. A., R\'ua, S., Giraldo-Forero, A. F., Durango, M. C., Fl\'orez-Arango, J. F., & Orozco-Duque, A. (2023). Classification of severe maternal morbidity from electronic health records written in Spanish using natural language processing. Applied Sciences, 13(19), 10725.
  • Kuziemsky, C., Hunter, I., Udayasankaran, J. G., Ranatunga, P., Kulatunga, G., John, S., John, O., Fl\'orez-Arango, J. F., Ito, M., Ho, K., & others, . (2022). Telehealth as a means of enabling health equity. Yearbook of medical informatics, 31(01), 060--066.
  • Barrera, M., Silva, E., Florez-Arango, J. F., & Orozgo-Duque, A. (2021). Characterization of a corpus extracted from maternal electronic health records through natural language processing techniques. Revista Cubana de Informaci\'on en Ciencias de la Salud (ACIMED), 32(4), 1--22.
  • Basu, A., Kuziemsky, C., de Araújo Novaes, M., Kleber, A., Sales, F., Al-Shorbaji, N., Flórez-Arango, J. F., Gogia, S. B., Ho, K., Hunter, I., Iyengar, S., John, O., John, S., Kulatunga, G., Rajput, V. K., Ranatunga, P., & Udayasankaran, J. G. (2021). Telehealth and the COVID-19 Pandemic: International Perspectives and a Health Systems Framework for Telehealth Implementation to Support Critical Response. Yearbook of medical informatics, 30(1), 126-133.
    More info
    Telehealth implementation is a complex systems-based endeavour. This paper compares telehealth responses to (COrona VIrus Disease 2019) COVID-19 across ten countries to identify lessons learned about the complexity of telehealth during critical response such as in response to a global pandemic. Our overall objective is to develop a health systems-based framework for telehealth implementation to support critical response.
  • Calle-D\'\iaz, S. M. (2021). Metodolog\'\ias y materiales para el entrenamiento en t\'ecnicas quir\'urgicas: revisi\'on sistem\'atica. Medicina U.P.B, 40(1), 35--45.
  • Fl\'orez, A., Basu, A., Kuziemsky, C., Ara\'ujo, N. M., Kleber, A., Sales, F., Al-Shorbaji, N., Gogia, S. B., Ho, K., Hunter, I., & others, . (2021). Telehealth and the COVID-19 Pandemic: International Perspectives and a Health Systems Framework for Telehealth Implementation to Support Critical Response.
  • Iyengar, M. S., Chang, O., Florez-Arango, J. F., Taria, M., & Patel, V. L. (2021). Development and usability of a mobile tool for identification of depression and suicide risk in Fiji. Technology and health care, 29(1), 143--153.
  • Kuziemsky, C. E., Hunter, I., Gogia, S. B., Kulatunga, G., Rajput, V., Subbian, V., John, O., Kleber, A., Mandirola, H. F., Florez-Arango, J., & others, . (2020). Ethics in telehealth: Comparison between guidelines and practice-based experience-the case for learning health systems. Yearbook of medical informatics, 29(01), 044--050.
  • Silva, E., Uribe, S., Smith, J., Gomez, I., & Florez-Arango, J. F. (2020). XML data and knowledge-encoding structure for a web-based and mobile antenatal clinical decision support system: development study. JMIR Formative Research, 4(10), e17512.
  • Silva, E., Gomez, I., Arango, J., Smith, J. W., Ocampo, S. U., & Hidalgo, J. E. (2018). Evaluation of satisfaction and usability of a clinical decision support system (CDSS) targeted for early obstetric risk assessment and patient follow-up. Health, 3.
  • Florez-Arango, J. F. (2017). De la salud 2.0 a la 3.0. Implicaciones para la enfermer\'\ia.
  • Florez-Arango, J. F. (2017). Sistemas de Informaci\'on en el Soporte a la actividad de la enfermer\'\ia.
  • Iyengar, S., Smith, J., & Florez-Arango, J. F. (2017). Crossing the Chasm between Clinical Evidence and Clinical Practice: Persuasive Technology and Translational Science.
  • Wallace, E. L., Rosner, M. H., Alscher, M. D., Schmitt, C. P., Jain, A., Tentori, F., Firanek, C., Rheuban, K. S., Florez-Arango, J., Jha, V., & others, . (2017). Remote patient management for home dialysis patients. Kidney international reports, 2(6), 1009--1017.
  • Castrill\'on-Betancur, J. C., & Fl\'orez-Arango, J. F. (2015). Arquetipos, terminolog\'\ias e interoperabilidad sem\'antica en salud. Revista Cubana de Investigaciones Biom\'edicas, 34(4), 365--377.
  • Castrill\'on-Betancur, J. C., & Fl\'orez-Arango, J. F. (2015). Terminolog\'\ias y sistemas de clasificaci\'on en ciencias biom\'edicas. Revista Cubana de Inform\'atica M\'edica, 7(1), 89--104.
  • Correa-Arango, A. L., Tamayo-Correa, C., Mejía-Zapata, D., Castrillón, E., Torres-Silva, E. A., Luna-Gomez, I. F., Restrepo, N., Vélez-Zuluga, S., Florez-Arango, J. F., & Smith, J. (2015). Development of a Dynamic and Adaptive Simulator for Health. Studies in health technology and informatics, 216, 1062.
    More info
    One of the ways to develop health simulations is through the use of computers. This paper presents the use of Intelligent Computer-aided Instruction (ICAI) for the development of an interactive simulator for learning Cardio Pulmonary Resucitation (CPR) which incorporates online tutorials, training and evaluation.
  • Florez-Arango, J. F. (2015). Terminologies and classification systems in biomedical sciences.
  • Gomez, I., Silva, E., Correa, C. T., Zuluaga, S. V., Morales, M., Serna, C. G., Araque, L., Smith, J., & Florez-Arango, J. F. (2015). Use of information and communications technology to care for the maternal-fetal binomial: topic review/Uso de las tecnologias de informacion y comunicacion para el cuidado del binomio materno-fetal: revision de tema/Uso das tecnologias de informacao e comunicacao para o cuidado do binomio materno-fetal: revisao do assunto.. Medicina UPB, 34(2), 138--148.
  • Iyengar, M. S., & Florez-Arango, J. F. (2013). Decreasing workload among community health workers using interactive, structured, rich-media guidelines on smartphones. Technology and Health Care, 21(2), 113--123.
  • Zambrano, C. R., Duitama, M., Posada, J. I., & Fl\'orez, A. (2012). Percepci\'on de la adherencia a tratamientos en pacientes con factores de riesgo cardiovascular.
  • Zambrano, R., Duitama, J. F., Posada, J. I., & Fl\'orez, J. F. (2012). Percepci\'on de la adherencia a tratamientos en pacientes con factores de riesgo cardiovascular. Revista Facultad Nacional de Salud P\'ublica, 30(2), 163--174.
  • Florez-Arango, J. F., Iyengar, M. S., Dunn, K., & Zhang, J. (2011). Performance factors of mobile rich media job aids for community health workers. Journal of the American Medical Informatics Association, 18(2), 131--137.
  • Li, H. K., Danis, R. P., Hubbard, L. D., Florez-Arango, J. F., Esquivel, A., & Krupinski, E. A. (2011). Comparability of digital photography with the ETDRS film protocol for evaluation of diabetic retinopathy severity. Investigative ophthalmology \& visual science, 52(7), 4717--4725.
  • Li, H. K., Esquivel, A., Hubbard, L. D., Florez-Arango, J. F., Danis, R. P., & Krupinski, E. A. (2011). Mosaics versus Early Treatment Diabetic Retinopathy seven standard fields for evaluation of diabetic retinopathy severity. Retina, 31(8), 1553--1563.
  • Benavides, R. (2010). Protocolo para la prestaci\'on de servicios de telesalud en la evaluaci\'on remota del binomio materno-fetal.
  • Hubbard, L. (2010). L. Esquivel A. Danis R. Krupinski E. Grading diabetic retinopathy severity from compressed digital retinal images compared with uncompressed images and film. Retina, 30, 1651--1661.
  • Iyengar, M., & Florez-Arango, J. (2010). Persuasive Aspects of a rich-media mobile health system. Persuasive2010, Copenhagen, Denmark.
  • Juliao, B. F., Ruiz, V., Fl\'orez, A., Donado, G., Mar\'\in, Z., Monsalve, A. C., Jim\'enez, G., Agudelo, Z. Y., & Velayos, F. S. (2010). Fenotipo e historia natural de la enfermedad inflamatoria intestinal en un centro de referencia en Medell\'\in-Colombia. Revista colombiana de Gastroenterolog\'\ia, 25(3), 240--251.
  • Li, H. K., Florez-Arango, J. F., Hubbard, L. D., Esquivel, A., Danis, R. P., & Krupinski, E. A. (2010). Grading diabetic retinopathy severity from compressed digital retinal images compared with uncompressed images and film. Retina, 30(10), 1651--1661.
  • Li, H. K., Hubbard, L. D., Danis, R. P., Esquivel, A., Florez-Arango, J. F., & Krupinski, E. A. (2010). Monoscopic versus stereoscopic retinal photography for grading diabetic retinopathy severity. Investigative ophthalmology \& visual science, 51(6), 3184--3192.
  • Li, H. K., Hubbard, L. D., Danis, R. P., Esquivel, A., Florez-Arango, J. F., Ferrier, N. J., & Krupinski, E. A. (2010). Digital versus film fundus photography for research grading of diabetic retinopathy severity. Investigative ophthalmology \& visual science, 51(11), 5846--5852.
  • Li, H. K., Hubbard, L. D., Danis, R. P., Florez-Arango, J. F., Esquivel, A., & Krupinski, E. A. (2010). Comparison of multiple stereoscopic and monoscopic digital image formats to film for diabetic macular edema evaluation. Investigative Ophthalmology \& Visual Science, 51(12), 6753--6761.
  • Li, H. K., Hubbard, L. D., Danis, R. P., Florez-Arango, J. F., Esquivel, A., & Krupinski, E. A. (2010). Evaluation of Diabetic Macular Edema From Multiple Digital Formats Compared to Film. Investigative Ophthalmology \& Visual Science, 51(13), 4659--4659.
  • Florez-Arango, J. F. (2009). Workload and performance factors associated with multimedia job aids for community health workers.
  • Hubbard, L. D., Li, H. K., Danis, R. P., Harding, T., Florez-Arango, J. F., & Krupinski, E. A. (2009). Monoscopic vs. Stereoscopic Digital Color Retinal Images for Grading Diabetic Macular Edema. Investigative Ophthalmology \& Visual Science, 50(13), 1316--1316.
  • Danis, R. P., Florez-Arango, J. F., Hubbard, L. D., Harding, T. M., Reimers, J., Ewen, A. F., Meuer, S. M., & Li, H. K. (2008). Compressed vs. Uncompressed Digital Color Stereo Color Retinal Images for Grading Diabetic Retinopathy Severity. Investigative Ophthalmology \& Visual Science, 49(13), 2754--2754.
  • Fl\'orez, A., Iyengar, S., Carruth, T., & Dunn, K. (2008). Informatics-based Medical Procedure Assistance during Space Missions.
  • Harding, T. M., Florez-Arango, J. F., Hubbard, L. D., Danis, R. P., Mosher, A. E., Swift, M. K., Murach, D. P., & Li, H. K. (2008). Mosaic of Wide-Angle Digital Color Images vs. ETDRS Stereo 7 Field Images for Grading Diabetic Retinopathy Severity. Investigative Ophthalmology \& Visual Science, 49(13), 2737--2737.
  • Iyengar, M. S., Carruth, T. N., Florez-Arango, J., & Dunn, K. (2008). Informatics-based medical procedure assistance during space missions. Hippokratia, 12(Suppl 1), 23.
  • Li, H. K., Hubbard, L. D., Danis, R. P., Harding, T., Florez-Arango, J. F., & Krupinski, E. A. (2008). Digital vs. Film Stereo Color Retinal Images for Grading Diabetic Retinopathy Severity. Investigative Ophthalmology \& Visual Science, 49(13), 2748--2748.
  • SHEVCHENKO, K., FLOREZ-ARANGO, J. F., WU, J., NARENDRAN, S., & VIGNESWARAN, N. (2008). Role of hypoxia and angiogenesis in oral cancer (OSCC) metastasis.
  • Education, L., & Magazines, T. (2007). Poster Presentations Abstract Index P1--P68. Telemedicine and e-Health, 13(2), 211--219.
  • Fl\'orez, J. (2004). Modelo de datos para un sistema de informaci\'on de urgencias. Iatreia, 17, 177--178.
  • Florez, A. (2004). Development of an Information System Based in Electronic Health Records (EHR) to Support Decision Making in Emergency Rooms. Technology and health care, 12(5), 368.
  • Fl\'orez, J. F. (2002). La Inform\'atica m\'edica como disciplina formal para el apoyo de la formaci\'on y el ejercicio m\'edico en Colombia. Iatreia, \'ag--111.

Proceedings Publications

  • Patra, B. G., Vekaria, V., Xiao, Y., Florez-Arango, J., & Pathak, J. (2025). Association of Loneliness and Limited Social Network with Physical and Mental Health Comorbidities. In 2025 Annual Research Meeting.
  • Reategui-Rivera, M., Islam, H., Florez-Arango, J. F., Seba, F., & Holl, F. (2025, Nov).

    Identifying Solutions to Challenges to Artificial Intelligence Deployment in Biomedical Informatics: Insights from the US and Beyond.

    . In Annual Symposium American Medical Informatics Association.
    More info
    Reategui-Rivera, C. M., Islam, H., Florez-Arango, J. F., Seba, F., Holl, F. (2025). Identifying Solutions to Challenges to Artificial Intelligence Deployment in Biomedical Informatics: Insights from the US and Beyond. 2025 AMIA Annual Symposium. Retrieved February 3, 2026, from https://knowledge.amia.org/A2025/content?act=2025Annuala827
  • Schmeelk, S., Patra, B. G., Wu, J., Liu, H., Florez-Arango, J. F., & Dogo, M. S. (2025). Enhancing Sentence-Level Privacy Risk Classification in Electronic Health Records Using Clinical BERT: A Comparative Machine Learning Approach. In Intelligent Computing-Proceedings of the Computing Conference.
  • Tan, X., Chen, H., Liu, Z., Gao, X., Thong, S., Yang, Y., Qin, W., & Florez-Arango, J. F. (2025, Nov).

    Automatic Generation of Medical Mermaid Flowcharts Based on DeepSeek-r1 Pre-trained Model

    . In 2025 AMIA Annual Symposium.
  • Yunshu, Y. (2025).

    Exploring the Association Between Social Determinants of Health and Telehealth Utilization for ADHD Among Adults Using Machine Learning: A Cross-Sectional Study

    . In 2025 AMIA Annual Symposium.
  • Montoya-Lora, D., Giraldo-Forero, A. F., Torres-Silva, E. A., Rua, S., Arango-Valencia, S., Barrientos-G\'omez, J. G., Florez-Arango, J. F., & Orozco-Duque, A. (2024). Prompt Engineering of GPT-3.5 for Extracting Signs and Symptoms and Their Assertions in Maternal Electronic Health Records: A Pilot Study. In Latin American Conference on Biomedical Engineering.
  • Sittig, S., Iyengar, M. S., Florez-Arango, J. F., & Chaudhry, B. M. (2024). Creating, Sustaining, and Evaluating Personalized Digital Health Systems. In 2024 IEEE International Conference on Big Data (BigData).
  • Vekaria, V., Xi, W., Patra, B. G., Florez-Arango, J., Murphy, S., Avery, J., Olfson, M., & Pathak, J. (2024). Association of Past-Year Mental Health and Substance Use Disorders with Intentional or Unintentional Drug Poisoning. In 2024 Annual Research Meeting.
  • Hsueh, P. S., Florez-Arango, J. F., Kuziemsky, C. E., N\ohr, C., Patel, V. L., & Zhu, X. (2020). New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context.. In AMIA.
  • Ivan, F., Sebastian, U. O., Ever, A., Jose, F., Jack, W. S., & Sebastian, V. Z. (2018). Desarrollo de un CDSS para un modelo de prestaci\'on de servicios en telemedicina mediante detecci\'on del riesgo obst\'etrico. In Cuba Salud 2018.
  • Iyengar, M. S., Rogith, D., & Florez-Arango, J. F. (2018). Measuring workload demand of informatics systems with the Clinical Case Demand Index. In AMIA Annual Symposium Proceedings, 2017.
  • Florez-Arango, J., Pati\~no-Giraldo, S., ,, S., & Smith, J. W. (2016). Performance Evaluation Clinical Task Ontology(PECTO). In ICBO 2016.
  • Iyengar, M. S., Florez-Arango, J. F., & Smith, J. W. (2016). Demonstration of GuideVue\textregistered mobile clinical guideline technology.. In AMIA.
  • Valencia, C., Arbel\'aez, A., V\'elez, S., Chvatal, H., Zapata, A. F., Tamayo, L., Londo\~no, A. C., & Florez-Arango, J. F. (2015). Development of a concept-based template report editor for Radiological Information System.. In AMIA.
  • Fl\'orez, A., Li, H. K., Danis, R. P., Esquivel, A., & Krupinski, E. (2011). Comparability of Digital Photography with the ETDRS Film Protocol for Evaluation of Diabetic Retinopathy Severity..
  • Uribe, C., Isaza, C., & Florez-Arango, J. F. (2011). Qualitative-fuzzy decision support system for monitoring patients with cardiovascular risk. In 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 3.
  • Fl\'orez, A., Hubbard, L. D., Danis, R., Li, H. K., Esquivel, A., & Krupinski, E. A. (2010). Comparison of Multiple Stereoscopic and Monoscopic Digital Image Formats to Film for Diabetic Macular Edema Evaluation.
  • Fl\'orez, A., Li, H. K., Hubbard, L. D., Danis, R. P., Esquivel, A., & Krupinski, E. A. (2010). Monoscopic vs. Stereoscopic Retinal Photography for Grading Diabetic Retinopathy Severity.
  • Fl\'orez, A., Li, H. K., Hubbard, L. D., Danis, R. P., Esquivel, A., Krupinski, E. A., & Ferrier, N. J. (2010). Digital vs. Film Fundus Photography for Research Grading of Diabetic Retinopathy Severity.
  • M\'onica, P. G., Jos\'e, F., & Diana, P. (2010). SLD436-INCORPORACI\'ON DE LA INFORM\'ATICA M\'EDICA EN LAS ACTIVIDADES DOCENTES DE LA FACULTAD DE MEDICINA DE LA UNIVERSIDAD DE ANTIOQUIA. In VIII Congreso Internacional de Inform\'atica en la Salud. II Congreso Moodle Salud.
  • Iyengar, M. S., Florez-Arango, J. F., & Garcia, C. A. (2009). GuideView: a system for developing structured, multimodal, multi-platform persuasive applications. In Proceedings of the 4th international conference on persuasive technology.
  • Iyengar, S., Florez-Arango, J., & Garcia, C. A. (2009). The GuideView System for Interactive, Structured, Multi-modal Delivery of Clinical Guidelines. In HRP Investigators''Workshop.
  • Florez-Arango, J. F., & Iyengar, M. S. (2007). Delivering structured, multi-modal clinical guidelines via cell phones. In Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems.
  • Iyengar, M. S., & Florez-Arango, J. (2007). Demonstration of GuideView, a multi-platform system for interactive, multimodal presentation of clinical advice. In Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems.
  • Xu, X., Li, B., Florez, J. F., & Li, H. K. (2006). Simulation of diabetic retinopathy neovascularization in color digital fundus images. In International Symposium on Visual Computing.

Presentations

  • Datta, G., Surio, P., Florez-Arango, J. F., Berenji, M., & Iyengar, M. S. (2025, November).

    The Role of Persuasive Technology in Resilience Informatics. 

    . Annual Symposium of the American Medical Informatics Association. Atlanta, GA: American Medical Informatics Association.
  • Florez-Arango, J. F., Adapa, K., & Iyengar, M. S. (2025, August).

    Overcoming Challenges in Design and Development of Resilience Informatics due to Disparities in Digital Health Maturity. Panel

    . MEDINFO 2025. Taipei, Taiwan: International Medical Informatics Association.
  • Iyengar, M. S., & Florez-Arango, J. F. (2025, August).

     Creating the Science of Personal Health Informatics

    . MEDINFO 2025. Taipei, Taiwan: International Medical Informatics Association.

Poster Presentations

  • Chen, H., Simon, F., Yu, K., Florez-Arango, J. F., & Medina, L. E. (2025, Nov).

    Exploring Blood Pressure Trajectories: A Focus on Essential Hypotension

    . 2025 AMIA Annual Symposium. Atlanta GA: AMIA.
    More info
    Chen, H., Simon, F. A., Yu, K., Florez-Arango, J., Medina, L. E. (2025). Exploring Blood Pressure Trajectories: A Focus on Essential Hypotension. 2025 AMIA Annual Symposium. Retrieved February 3, 2026, from https://knowledge.amia.org/A2025/content?act=2025Annuala487

Profiles With Related Publications

  • Sriram Iyengar

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