The Evolution of Preventive Primary Care and Medical Technology
In this episode of MD Newsline, Dr. Pooja Singh, an internal medicine physician with expertise in hospital medicine, community medicine, and startup medicine, explores how leveraging technology, wearable technology, and continuous patient health data can transform primary care. Dr. Singh shares insights from her foundational work at Forward Health, emphasizing how extended consultation times, smart screens, and unobtrusive scribes allow physicians to deliver holistic, preventive care rather than brief, reactive visits. The discussion covers the current landscape of patient data interaction, addressing how tools like whole-body MRIs from Prenuvo and Function Health remove barriers to health information. She also examines the clinical integration of artificial intelligence (AI) in electronic medical record (EMR) systems like Ultralight, highlighting its role in eliminating "pajama time," providing clear after-visit summaries, and creating alarms for acute events like atrial fibrillation (AFib) on Apple Watches. Finally, Dr. Singh discusses self-advocacy through health tracking apps like Clue, Flo, Yuka, and Apple Health, and outlines a vision for preventing chronic conditions like cardiovascular disease, cancer, and obesity through continuous, long-term health partnerships. Episode Highlights The Startup Journey and Redefining Primary Care Dr. Pooja Singh reflects on her clinical journey spanning hospital medicine, community medicine, and startup medicine at Forward Health. Founded by Adrian Aoun, Robert Sebastian, and Ilya Abroff, Forward Health sought to make healthcare accessible through technology-driven, patient-centered care. Operating in locations across San Francisco, Los Angeles, and New York, the platform utilized 30- to 60-minute patient visits, unobtrusive remote scribes, and interactive smart screens. Dr. Singh emphasizes that patients are defined by continuous, multi-dimensional data points across their lifespan rather than isolated, single abnormal lab results or blood pressure readings. Wearables, Preventive Health, and Patient Agency The conversation addresses the rise of wearable technology, including Apple Watches, Whoop, Oura rings, and Fitbits, as well as direct-access testing platforms like Prenuvo and Function Health. Dr. Singh contrasts traditional, reactive healthcare with a preventive model where clinicians interpret continuous health data, lifestyle factors, and genetics to lower long-term disease risk. In this modern framework, the patient acts as the primary agent of their own health, supported by extended conversations with their care team. Leveraging AI and Modern EMR Systems Addressing physician burnout and administrative strain, Dr. Singh discusses the role of artificial intelligence (AI) in next-generation electronic medical record (EMR) systems like Ultralight. Rather than replacing human judgment, human-in-the-loop AI automates clinical documentation, generates structured after-visit summaries, and eliminates "pajama time" for physicians. Modern EMRs can also integrate real-time wearable data to trigger automated safety alerts for conditions such as atrial fibrillation (AFib), notifying health systems to arrange rapid evaluations (e.g., an electrocardiogram (EKG)) before severe outcomes like a stroke occur. Navigating Fragmented Health Records and Self-Advocacy Dr. Singh outlines practical strategies for aggregating fragmented health records across disparate clinical systems (such as Epic platform interoperability, MyChart, Apple Health, and historical platforms like Torch, which was acquired by OpenEvidence AI). She encourages patients to actively track their health metrics and seek collaborative care partners who act as health coaches rather than dismissive gatekeepers. Family Health History, Genetics, and Lifestyle Education The episode explores how patients can collect, maintain, and pass down health data, genetics, and family medical histories to future generations. Dr. Singh discusses how tracking perimenopausal and menopausal symptoms across 35 distinct clinical presentations (such as memory loss and brain fog) using apps like Clue and Flo empowers women to advocate for their health. She also shares practical examples of empowering younger generations, such as using nutritional scanning apps like Yuka to identify high-risk preservatives in foods and make informed choices. Key Takeaway Transforming primary care requires moving away from brief, 15-minute reactive appointments to a continuous, technology-enabled healthcare model. By integrating artificial intelligence, wearable technology, genetics, and modern EMR systems, clinicians can partner with patients to interpret multi-layered health data, streamline documentation, prevent chronic conditions like cardiovascular disease and cancer, and place individuals in control of their own health journey. RESOURCES Website — https://mdnewsline.com/ Newsletter — https://mdnewsline.com/subscribe/ Dr. Pooja Singh — https://www.linkedin.com/in/poojasinghmd/ Forward Health — https://goforward.com/