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Pranav Rajpurkar is an Associate Professor at Harvard University, co-founder of a2z Radiology AI, and lead of the Rajpurkar Lab. His work pioneers AI systems that emulate physician-level expertise in medical tasks, with a focus on multi-modal medical AI and radiology. He joined Harvard faculty at age 25 and became Associate Professor at 30 after completing his Stanford PhD at 19. Education: Bachelor of Science (CS), Stanford University, 2015 Master of Science (CS), Stanford University, 2018 PhD (CS), Stanford University, 2021 Rajpurkar's research centers on building AI that thinks and communicates like doctors, with breakthrough work in ECG arrhythmia detection and chest X-ray interpretation. His lab develops foundational datasets (ReXGradient-160K, RadRevise) and benchmarks for medical AI, spanning computer vision, NLP, and multimodal systems. Current work focuses on generative AI for clinical workflows, voice-guided emergency assessment, and rigorous evaluation frameworks for medical LLMs. His 2025 publications reveal three dominant trends: (1) Generative medical AI for radiology report generation and editing, (2) Voice-enabled AI agents for prehospital care, and (3) Multimodal clinical monitoring systems. Key advancements include universal biomedical foundation models (UniBiomed), 3D CT segmentation from text reports, and frameworks for AI-human role separation in radiology. Scientific Awards: Forbes 30 Under 30 in Science (2022) MIT Tech Review Innovator Under 35 (2023) Nature Medicine Early-career Researcher To Watch (2022) Rajpurkar has mentored over 84,000 students through Harvard courses and Coursera's AI for Medicine program. His lab secures major NIH and NSF grants for medical AI development, with recent funding focused on multimodal emergency care systems (MC-MED) and radiologist-AI collaboration. He directs the Harvard-Stanford Medical AI Bootcamp and co-hosts The AI Health Podcast. The Rajpurkar Lab operates as a cross-institutional hub with collaborators at Stanford, MIT, and major hospitals. It drives initiatives like the MAIDA framework for global medical imaging data sharing and develops open-source tools including RadGraph for radiology report analysis. Current projects focus on voice AI for stroke assessment and generative models for non-invasive cancer management.

• Medical AI
• Artificial Intelligence
• Machine Learning
• +4 more

Lee H. Schwamm, MD is Associate Dean for Digital Strategy and Transformation at Yale School of Medicine and Senior Vice President & Chief Digital Health Officer for Yale New Haven Health System. He holds professorships in both Biomedical Informatics & Data Sciences and Neurology at Yale School of Medicine. Previously, he spent three decades at Mass General Brigham Health System where he served as Executive Vice Chair of Neurology, Director of the Center for TeleHealth at Massachusetts General Hospital, and Vice President for Digital Patient Experience and Virtual Care. Dr. Schwamm is an internationally recognized expert in stroke diagnosis, treatment and prevention, with particular expertise in telestroke and digital health applications in neurology. His research focuses on stroke in young patients, cryptogenic strokes, patterns of stroke care delivery, and addressing health inequities in stroke outcomes. He has been a pioneer in telehealth, especially in telestroke services, and has served as a policy advisor for the American Heart Association. His work has resulted in over 500 peer-reviewed publications with recent research emphasizing digital health solutions, AI applications in stroke care, social determinants of health impacts on stroke outcomes, and quality improvement in stroke care delivery. Under his leadership, the AHA Get with the Guidelines–Stroke Registry has grown into the world's largest stroke registry with over 8 million patient encounters. Fellow of the American Heart Association Fellow of the American Academy of Neurology Fellow of the American Neurological Association Digital health section editor for Stroke journal Member of Lancet Digital Health international advisory board Dr. Schwamm led the adoption of virtual care for 10,000 clinicians during the first six months of the COVID-19 pandemic, facilitating over 1.7 million virtual visits. He champions redesigning care delivery through a human-centered lens, leveraging technology to improve patient outcomes while reducing healthcare disparities. His educational background includes an AB in Philosophy from Harvard University (1985) and an MD from Harvard Medical School (1991), followed by neurology residency and stroke fellowship at Massachusetts General Hospital.

• Stroke
• Neurology
• Digital Health
• +6 more

Nukhba Zia is an Associate Scientist at the Johns Hopkins Bloomberg School of Public Health , affiliated with the Department of International Health . She is also associated with the Johns Hopkins International Injury Research Unit (IIRU) and collaborates with institutions in Uganda and Pakistan. Education: PhD in Public Health (Johns Hopkins, 2019), MPH in Public Health (Johns Hopkins, 2013), MBBS (Aga Khan University, 2005) Research Interests focus on health systems research , injury prevention , and rehabilitation care , particularly in low- and middle-income countries (LMICs) across Africa and Asia. She employs mixed-methods designs to evaluate trauma care systems , disability assessments , and technological solutions for service delivery gaps . Recent Publications highlight her work on burn registers (e.g., South Asian Burn Registry ), child disability in Uganda, and injury patterns in Pakistan . Her studies often address emergency care , prehospital management , and registry data to inform global health policies. Honors & Awards include the Health Systems Program Doctoral Award , Graduate Student Employee of the Year , and prestigious scholarships like the Reed Frost and Fulbright for her MPH. She has contributed to over 50 peer-reviewed articles.

• Health Systems Research
• Injury Research
• Trauma Care Systems
• +5 more

Dr. Zachary Wilmer Reichenbach is Assistant Professor of Medicine at Temple University's Lewis Katz School of Medicine and Director of the Translational Research Program at the Center for Substance Abuse Research. His clinical practice focuses on gastroenterological disorders. Research areas include: Pathophysiology of Barrett's Esophagus Cannabinoid effects on gastrointestinal tract Inflammatory mechanisms in digestive diseases Emergency medical interventions He maintains active clinical research collaborations in gastroenterology and substance abuse pharmacology.

• Gastroenterology
• Inflammation
• Barrett's Esophagus
• +2 more

Dr. Sudeep Hegde is an Assistant Professor in the Department of Industrial Engineering at Clemson University, where he also serves as a Faculty Scholar in the Clemson University School of Health Sciences Research (CUSHR). His research focuses on proactive organizational learning, human-AI collaboration, and remote physiological monitoring, with applications in healthcare, education, and transportation. He holds a Ph.D. in Industrial and Systems Engineering from the University of Buffalo (2015), an M.S. from the University at Buffalo (2010), and a B.S./M.S. from Ramaiah Institute of Technology in India (2007). His professional experience includes roles at Texas A&M University, the State University of New York at Buffalo, and Harvard Medical School. Hegde’s work emphasizes resilience engineering, cognitive systems, and applied ergonomics. Notable research contributions include studies on organizational adaptive capacity during crises, healthcare workflow optimization, and leveraging AI for healthcare decision-making. He teaches courses such as Human Factors Engineering and Cognitive Systems and Resilience Engineering. Key research thrusts include: Proactive organizational learning frameworks Human-AI teaming for large-scale learning Remote physiological monitoring in high-stress environments Resilience in healthcare systems and emergency response Past grants and collaborations include studies on pandemic response strategies, ED physician workloads, and biofeedback applications for mental health. His interdisciplinary approach bridges systems engineering, human factors, and healthcare innovation.

• Proactive Organizational Learning
• Human-AI Teaming
• Remote Physiological Monitoring
• +5 more

Andrew M Milsten serves as Professor in the Department of Emergency Medicine at UMass Chan Medical School, specifically within the T.H. Chan School of Medicine and Division of EMS/Disaster. His work bridges clinical emergency medicine with large-scale disaster response systems. His educational foundation includes a BA in Biology from Bucknell University, an MS in Emergency Health Services from the University of Maryland Baltimore, and an MD from George Washington University. Milsten's research centers on disaster behavioral science and mass gathering medicine , with signature studies analyzing injury patterns at NHL/MLB games, marathons, and concerts. His recent work explores augmented reality applications for field procedures and ethical frameworks for hospital active shooter incidents. He has significantly contributed to disaster medicine standardization through the 2023 Model Core Content development. Publication trends reveal a strategic evolution from foundational mass gathering epidemiology (2000-2010) toward behavioral disaster science and technological integration (2020-2024), primarily in Prehospital and Disaster Medicine and similar journals. Fellow of the American College of Emergency Physicians (FACEP) Through his Division of EMS/Disaster affiliation, Milsten collaborates with national bodies like the National Association of EMS Physicians to shape position statements and resource documents. His research consistently informs operational guidelines for event medical planning and disaster response protocols. He maintains active leadership in disaster medicine education and operational research within UMass Chan's emergency medicine infrastructure.

• Disaster Medicine
• Emergency Medicine
• Mass Gathering Medicine
• +3 more

Juan Wachs is the James H. and Barbara H. Greene Professor at the Edwardson School of Industrial Engineering, Purdue University. He holds a courtesy appointment in Biomedical Engineering and is an Adjunct Professor of Surgery at the IU School of Medicine. His research focuses on the intersection of robotics, human-AI interaction, and healthcare systems, with a particular emphasis on surgical robotics, assistive technologies, and telemedicine. Education: PhD in Industrial Engineering (Intelligent Systems), Ben-Gurion University of the Negev MSc in Industrial Engineering (Information Systems), Ben-Gurion University of the Negev BEdTech in Electrical Education, ORT Academic College in Jerusalem Research interests include surgical telementoring via augmented reality, gesture-based interfaces for sterile environments, and semi-autonomous robotic systems for healthcare. His ISAT Lab develops solutions like the STAR telementoring system and robotic assistants like Gesturenurse and FIST-D for explosive ordnance disposal. Recent work emphasizes AI-driven medical decision support (Trauma THOMPSON), burn wound characterization, and robotic ultrasound automation. Key contributions include over 100 publications in robotics, medical AI, and human factors. Scientific Awards: James H. and Barbara H. Greene Professorship Purdue University Faculty Scholar Advising & Labs: Guides over 10 PhD/Master’s students in robotics and healthcare tech ISAT Lab fosters interdisciplinary projects in surgical robotics, human-robot interaction, and accessibility

• Robotics
• Human Computer Interaction
• Assistive Technologies
• +5 more

Jacob W. Ufberg is a Professor of Emergency Medicine at the Lewis Katz School of Medicine, Temple University. He also serves as the Associate Dean for Admissions, contributing to both academic leadership and clinical practice in emergency medicine. MD, Lewis Katz School of Medicine at Temple University Residency in Emergency Medicine, The Medical College of Pennsylvania Dr. Ufberg's research focuses on Emergency Medicine , particularly in areas like prehospital care, acute trauma management, and clinical decision-making. His work includes studies on carbon monoxide poisoning diagnostics, asthma treatment protocols, and innovative techniques for musculoskeletal emergencies. His publications highlight trends in physician hiring practices, diagnostic challenges in emergency settings, and procedural advancements. Articles span from 2000 to 2005, reflecting a career dedicated to improving emergency care systems and patient outcomes. Top 10 Reviewers , Journal of Emergency Medicine (2007-2018) Program Director of the Year , American Academy of Emergency Medicine Resident and Student Association (2014) Alpha Omega Alpha Medical Student Teacher of the Year Faculty Teacher of the Year , Temple University Department of Emergency Medicine Dr. Ufberg works at Temple University Hospital - Main Campus in Philadelphia, Pennsylvania, where he practices emergency medicine and oversees admissions for the medical school.

• Emergency Medicine
• Medical Education
• Prehospital Emergency Care
• +3 more

Tyler Schmidt, D.O., is an Assistant Professor in the Department of Neurosurgery at the University of Rochester Medical Center. He serves as Surgical Director of the Metastatic Brain and Spinal Tumor Program within the Wilmot Cancer Institute and is actively involved in the Translational Brain Mapping Program, integrating neuroscience research to optimize neurological outcomes in brain tumor surgery. Clinical Focus: Neurosurgical oncology, brain/spinal tumor surgery, metastasis management, and degenerative spine conditions. Technical Expertise: Minimally invasive techniques, stereotactic neuro-navigation, brain mapping, and tumor fluorescence-guided resection. Research Emphasis: Patient-centered value-based care for spinal disorders and surgical complication risk modeling. His publications span glioma surgery, spinal reconstruction, pediatric neurosurgical emergencies, and mobile stroke units, reflecting interdisciplinary collaborations. Recent works (2017-2020) highlight outcomes research in spinal surgery, thromboembolic complications in meningioma resection, and innovative approaches to neonatal neurovascular malformations. Dr. Schmidt completed his neurosurgical residency (2014-2020) and fellowship (2017-2018) at Rochester, with prior internship (2013-2014) at the same institution. He holds certification from the American Board of Neurological Surgery and contributes to national neurosurgical organizations.

• Neurosurgical Oncology
• Brain Tumor Surgery
• Spinal Tumor Surgery
• +10 more

Iggy E-Shien Chang is an Assistant Professor of Gerontology in Medicine at Weill Cornell Medical College (2023–present). His work focuses on elder mistreatment, healthcare equity, and aging populations. He holds a Ph.D. from Yale University, an M.A. from the University of Chicago, and a B.A. from National Chengchi University (Taiwan). Education: Ph.D., Yale University M.A., University of Chicago (2008) B.A., National Chengchi University (Taiwan, 2006) Research Interests: Dr. Chang investigates elder mistreatment interventions, cultural aspects of healthcare for aging populations, and health disparities in long-term care. He emphasizes the role of social workers and interdisciplinary teams in addressing elder abuse, particularly through hospital-based programs. His work also explores the impact of ageism and structural inequities on older adults' health outcomes. Grants & Funding: Principal Investigator: NIH/NIA Grant on Race/Ethnicity in Resident-to-Resident Aggression (2023–2028) Principal Investigator: NIH/NIA Grant on Health Equity in Long-Term Care (2024–2025) Key Personnel: Weill Cornell Behavioral Geriatrics Training Program (2021–2026) Labs/Teams: His research integrates clinical, sociological, and policy perspectives through collaborations with Adult Protective Services and community-based organizations. He leads initiatives to improve elder mistreatment response protocols in emergency and hospital settings.

• Gerontology
• Elder Mistreatment
• Health Equity
• +5 more

Dr. S. Marshal Isaacs is a distinguished Professor of Emergency Medicine at the University of Texas Southwestern Medical School and a senior faculty member at Parkland Hospital's Emergency-Trauma Center. As Medical Director of the Dallas Fire-Rescue Department (DFR), he oversees one of the nation's busiest EMS systems (500 daily incidents, 400+ paramedics). His career includes 12 years as Medical Director for the San Francisco Fire Department, renowned for advancing prehospital care, AED programs, and clinical trials. He collaborates closely with EMS leaders like Drs. Ray Fowler and Kathy Rinnert to enhance Dallas' BioTel System, a 15-municipality EMS federation. Dr. Isaacs' academic roles include NIH-funded research through the ROC consortium and teaching EM residents. His clinical expertise spans otology/neurotology, surgical innovation (e.g., endoscopic ear surgery), and radiation oncology for skull base tumors. He co-authored key NAEMSP texts and pioneered bacteriophage therapy for mastoiditis. Awards include the prestigious Michael K. Copass Award for EMS excellence. Education: Union College, SUNY Stony Brook Medical School (1988), residency at Allegheny General Hospital (Pittsburgh), and a Stanford University EMS fellowship. He served as SFGH's Chief Flight Physician and UCSF faculty before joining UTSW. Current initiatives include the Dallas EMS Vision Process and interdisciplinary NIH projects.

• Emergency Medicine
• Prehospital Care
• Clinical Trials
• +5 more

David Rich is a Professor of Public Health Sciences, Medicine, and Environmental Medicine at the University of Rochester's School of Medicine and Dentistry. He holds a Sc.D. in Epidemiology and Environmental Health from Harvard and an M.P.H. from the University of Medicine and Dentistry of New Jersey. His research focuses on environmental epidemiology, particularly the health effects of air pollution, including maternal exposure on fetal development, cardiorespiratory outcomes, and the efficacy of air quality policies. Dr. Rich leads the Division of Epidemiology and directs the PhD/MS programs in Epidemiology. Education: Sc.D., Harvard School of Public Health (2004) M.P.H., University of Medicine and Dentistry of New Jersey (1999) B.S., Rutgers University (1994) Research Interests: Dr. Rich's work examines maternal air pollution exposure's impact on placental development, metabolic dysfunction, and fetal health. He also evaluates air quality policies' effects on mortality, particularly in the U.S. and China. Current studies include cohort analyses of pregnant women in New York and Pennsylvania, particle size distribution monitoring, and accountability studies on mobile source emissions. Awards: George H. Cook Distinguished Alumni Award (2015) Best Environmental Epidemiology Paper of 2013 (2014) Excellence in Teaching Award (2009) Grants & Labs: Funding includes support from NIH, Health Effects Institute, and New York State Energy Research and Development Authority. He mentors epidemiology students and teaches graduate courses in environmental and occupational epidemiology.

• Environmental Epidemiology
• Air Pollution Health Effects
• Public Health
• +4 more

Robert J. Hyde, M.D., M.A., is a Professor in the Department of Emergency Medicine at Mayo Clinic, affiliated with the Mayo School of Graduate Medical Education. His roles include academic leadership in emergency ultrasound, medical education, and residency training. He has held positions such as Chief Resident (2008) and has been actively involved in professional committees including the AAMC VSLO Advisory Committee and the Minnesota Medical Association Equity Committee. Education: MD from University of Massachusetts (2006), MA in Sociology from New York University (1995), BA in Sociology from University of Pennsylvania (1991). Awards: Chancellor's Award (2006), Best Resident Oral Research Presentation (2009), and multiple committee leadership roles. His research focuses on emergency ultrasound techniques, acute mountain sickness, pulmonary embolism management, and medical education innovation. Recent work includes optimizing analgesia for rib fractures and evaluating BMI's impact on ultrasound imaging quality. Professional Activities: Member of Wilderness Medical Society, American College of Emergency Physicians, and multiple Mayo Clinic committees. Grants: Reviewer for Society of Academic Emergency Medicine grants (2014–2017). He contributes to labs and teams advancing emergency medicine training, including virtual curricula during the pandemic and peer review protections.

• Emergency Medicine
• Point-of-care Ultrasound
• Critical Care
• +4 more

Derek L. Isenberg, MD , is a Professor of Emergency Medicine at the Lewis Katz School of Medicine at Temple University. His clinical and research expertise spans neurologic emergencies and pre-hospital medicine, with a focus on optimizing emergency care delivery. Education : MD from Tulane University School of Medicine; MS from the University of Maryland, Baltimore Training : EMS Fellowship at Yale-New Haven Hospital; Emergency Medicine Residency at Drexel University College of Medicine Certifications : Board-certified by the American Board of Emergency Medicine Dr. Isenberg's research emphasizes neurologic emergencies and prehospital care , with publications centered on case studies in Visual Journal of Emergency Medicine and American Journal of Emergency Medicine . His work explores trauma immobilization protocols, acute pain management, and cardiac device-related emergencies. He has received the Mercy Attending Teaching Award (2013) for his contributions to medical education. At Temple University Hospital - Main Campus, Dr. Isenberg provides clinical care while advancing training for paramedics and emergency physicians. His recent publications highlight practical challenges in emergency diagnostics, including imaging techniques, symptom analysis, and patient safety in prehospital settings. Scientific Awards : Mercy Attending Teaching Award, Mercy Catholic Medical Center (2013)

• Emergency Medicine
• Neurologic Emergencies
• Pre-hospital Medicine

Dr. Justin L. Benoit is an Assistant Professor at the University of Cincinnati College of Medicine, Department of Emergency Medicine. His work focuses on prehospital medicine, cardiac arrest resuscitation, and blood-based biomarkers, with a clinical emphasis on cardiovascular disease and airway management. He is board-certified in Emergency Medicine and Emergency Medical Services by the American Board of Emergency Medicine. Bachelor's Degree: University of Maryland, College Park (Cell and Molecular Biology and Genetics) Master's Degree: University of Cincinnati (Clinical and Translational Research) Medical Degree: Case Western Reserve University Residency: University of Cincinnati (Emergency Medicine) Fellowship: University of Cincinnati (EMS and Clinical Research) His research spans sudden cardiac arrest, emergency airway management, and biomarker development, particularly in the context of OHCA and SARS-CoV-2. Recent publications highlight advancements in ECPR accessibility, cooling duration protocols, and ventilation practices. He leads multiple federally and privately funded grants, including NIH and Bill & Melinda Gates Foundation projects. Dr. Benoit's work integrates emergency medicine, critical care, and public health, emphasizing data-driven improvements in resuscitation and pandemic response. Collaborations with international researchers and institutions underscore his impact on global clinical practices.

• Emergency Medicine
• Critical Care Medicine
• Cardiology
• +3 more