- Artificial Intelligence in Healthcare and Education
- Digital Mental Health Interventions
- Mobile Health and mHealth Applications
- Musculoskeletal pain and rehabilitation
- Pain Management and Opioid Use
- Patient Satisfaction in Healthcare
- Telemedicine and Telehealth Implementation
- Pediatric Pain Management Techniques
- Biomedical and Engineering Education
- Exercise and Physiological Responses
- Thermoregulation and physiological responses
- Clinical Reasoning and Diagnostic Skills
- Electronic Health Records Systems
- Potassium and Related Disorders
- Infrared Thermography in Medicine
- Global Health and Surgery
- Hemodynamic Monitoring and Therapy
- Emergency and Acute Care Studies
- Engineering Education and Curriculum Development
- Radiology practices and education
- Antimicrobial Resistance in Staphylococcus
- Heart Rate Variability and Autonomic Control
- Child and Adolescent Health
- Blood Pressure and Hypertension Studies
- Cardiovascular Effects of Exercise
McMaster University
2019-2024
Singapore General Hospital
2010-2017
SingHealth
2017
University of Toronto
2016
Western University
2016
Royal College of Surgeons of Edinburgh
2011
Academy of Medicine
2011
The increasingly sophisticated and rapidly evolving application of artificial intelligence in medicine is transforming how health care delivered, highlighting a need for current future physicians to develop basic competency the data science that underlies this topic. Medical educators must consider incorporate central concepts into their core curricula train future. Similar advent diagnostic imaging required physician understand, interpret, explain relevant results patients, should be able...
Ambient scribe technology, utilizing large language models, represents an opportunity for addressing several current pain points in the delivery of primary care. We explore evolution ambient scribes and their use discuss suitability care integration, considering varied nature patient presentations emphasis on comprehensive also propose stages maturation impact delivery. Finally, we call focused research safety, bias, impact, privacy emphasizing need early training education health providers...
Medical consultations over synchronous text-based platforms are becoming increasingly popular for virtual care, yet little is known about how physicians translate their training to this healthcare medium. We report the constraints, workarounds, and opportunities highlighted by eight primary care who used such a platform in simulated medical scenarios with standardized patients. found that due perceived inefficiency of communicating text, made subconscious use double-barreled questions action...
Exertional heat illness typically occurs over hours in younger athletic patients or military recruits who exercise at elevated temperatures for a sufficient period of time to cause the rate production exceed capacity body dissipate heat. Since physiological response includes cutaneous vasodilation and sweating, any limitation such can rapid hyperthermia thus stroke. One condition is extensive burns healed by cicatrisation skin where scar grafted surface do not have functional sweat glands...
Email between patients and their health care providers can serve as a continuous collaborative forum to improve access care, enhance convenience of communication, reduce administrative costs missed appointments, satisfaction with the patient-provider relationship.The main objective this study was investigate attitudes aged 16 years older toward receiving email communication for health-related purposes from an academic inner-city family team in Southern Ontario. In addition exploring...
<sec> <title>UNSTRUCTURED</title> Ambient scribe technology, utilizing large language models, represents an opportunity for addressing several current pain points in the delivery of primary care. We explore evolution ambient scribes and their use discuss suitability care integration, considering varied nature patient presentations emphasis on comprehensive also propose stages maturation impact delivery. Finally, we call focused research safety, bias, impact, privacy emphasizing need early...
Background . Blunt thoracic aorta injury (BAI) is second only to head as cause of mortality in blunt trauma. While most patients do not survive till arrival at the hospital, for remainder, prompt diagnosis and treatment greatly improve outcomes. We report an atypical presentation BAI, highlighting diagnostic challenges this condition emergency department. Case Presentation A previously well 25-year-old male presented 15 hours after hemodynamically stable with delirium. There were no signs or...
Introduction: We aim to review the clinical course of patients with necrotizing fasciitis (NF) presenting emergency department, hence determining need for close monitoring deterioration, and urgent rapid surgical intervention. Methods: A retrospective electronic medical records main diagnosis NF Department Emergency Medicine, Singapore General Hospital, from 2006 2012 was performed. Data collected in standardized forms used analysis. Patients’ demographics, LRINEC scores, time disposition,...
<sec> <title>UNSTRUCTURED</title> The increasingly sophisticated and rapidly evolving application of artificial intelligence in medicine is transforming how health care delivered, highlighting a need for current future physicians to develop basic competency the data science that underlies this topic. Medical educators must consider incorporate central concepts into their core curricula train future. Similar advent diagnostic imaging required physician understand, interpret, explain relevant...
Depression in older adults is a pervasive and complex issue associated with poor health outcomes (Carter, Rodda & Walker, 2011). TELEPROM-G mobile-based TELEmedicine Patient-Reported Outcome Measurement (PROM) platform designed to enhance delivery of services among community-based adults. This one-year pilot study will develop test digital system for treating 30 (aged 65 or older) depressive symptoms living the community by using mobile tablet devices equipped Collaborative Health Record...
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<sec> <title>UNSTRUCTURED</title> There is an urgent need to provide all primary care clinicians with a standardized library of clinical content accessible in their electronic medical records help introduce efficiency, consistency, and improve patient outcomes. </sec>
<sec> <title>UNSTRUCTURED</title> Artificial intelligence-based chatbots that fall in the category of Large Language Models, such as ChatGPT, have caught world's attention. They boast a broad range general capabilities and are believed to potential revolutionize nearly every aspect work human interaction. The application these tools address administrative resource challenges healthcare delivery is promising. This paper discusses use introduce efficiency for frontline examines considerations...
<sec> <title>BACKGROUND</title> The most commonly used means to assess pain is by patient self-reported questionnaires. These questionnaires have traditionally been completed using paper-and-pencil, telephone, or in-person methods, which may limit the validity of collected data. Electronic data capture methods represent a potential way validly, reliably, and feasibly collect pain-related from patients in both clinical research settings. </sec> <title>OBJECTIVE</title> aim this study was...
<sec> <title>UNSTRUCTURED</title> Emotional-behavioral and mental (EBMH) disorders in pediatrics have been on the rise prior to pandemic, escalated response it. Deeply rooted systemic issues, such as fragmentation of care for EBMH lack provider capacity, inherent complexities EBMH, it’s focus more time-consuming biopsychosocial analyses, along with a scalable infrastructure meet explosion demand led extreme delays receiving care. In this case study, we explore promising approach help tackle...
<sec> <title>BACKGROUND</title> Emotional-behavioral and mental health (EBMH) disorders in pediatrics have been on the rise prior to pandemic, escalated response it. Deeply rooted systemic issues, such as fragmentation of care for EBMH lack provider capacity, inherent complexities EBMH, its focus more time-consuming biopsychosocial analyses, along with a scalable infrastructure meet explosion demand led extreme delays receiving care. </sec> <title>OBJECTIVE</title> In this case study, we...