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Statistical Methodologies and Validation Frameworks for AI Performance Evaluation

In my role leading Medical AI at iMerit Technology, I’ve found that rigorous validation methodologies are critical to ensuring our AI solutions effectively enhance healthcare outcomes. Accurate AI performance evaluation isn’t just about getting good metrics; it’s about developing trust with clinicians and patients through clear, reliable validation frameworks. Here’s how I approach validating healthcare […]

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How AI Telemonitoring Supports Independence in an Aging America

The Aging Challenge in the United States The United States is rapidly becoming an older nation. By 2030, one in five Americans will be over the age of 65. With this demographic shift comes an urgent question: how can older adults remain independent for longer, avoiding premature institutional care while still receiving the support they […]

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Why Reasoning AI Models May Be the Missing Link in Clinical Decision Support

Most of us working at the intersection of clinical medicine and AI have seen firsthand the incredible progress we’ve made with pattern recognition models. From radiology to pathology, deep learning has proven remarkably good at identifying anomalies, segmenting images, and predicting risk. But as we push AI deeper into the clinical workflow—beyond identifying features and […]

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Statistical Methodologies and Validation Frameworks for AI Performance Evaluation

By Sina Bari MD In my role leading Medical AI at iMerit Technology, I’ve found that rigorous validation methodologies are critical to ensuring our AI solutions effectively enhance healthcare outcomes. Accurate AI performance evaluation isn’t just about getting good metrics; it’s about developing trust with clinicians and patients through clear, reliable validation frameworks. Here’s how […]

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Bots & Bytes: The Cutting Edge of AI

Episode: Robots in Scrubs – Transforming Surgery with AI Alex Winters: Welcome back to “Bots & Bytes,” where AI meets the everyday! I’m your host, Alex, and today, we have a very special guest—Sina Bari MD, a Stanford-trained surgeon and now Senior Director of Medical AI at iMerit Technology. Sina, great to have you! Sina […]

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The Current Limitations of Ambient AI Medical Scribes

By Sina Bari, MD AVP Healthcare and Life Sciences AI, iMerit Technology As a physician and medical AI developer, I’ve had the unique opportunity to witness the promise and pitfalls of ambient AI scribe technology from multiple perspectives. While these tools offer tremendous potential to reduce administrative burden and improve clinical workflow, my experience testing […]

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A Conversation with Sina Bari MD: Real Talk on AI in Hospitals

Below is the transcript from Sarah Chen’s recent “Technology Frontiers” interview with Sina Bari MD on Public Radio, lightly edited for clarity. SARAH CHEN: We’re back on Technology Frontiers. I’m your host Sarah Chen, and today we’re diving into something that honestly keeps a lot of healthcare administrators up at night – how to actually […]

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The Future of Agentic AI in Healthcare: Bridging Clinical Practice and AI Development

Today, I want to address what I believe represents the next evolutionary leap: agentic AI applications in healthcare. Unlike passive AI tools that simply process information, agentic systems actively participate in the clinical workflow—observing, reasoning, and taking appropriate actions to support care delivery. The Current Landscape: Beyond Ambient Scribes Many clinicians have experience with today’s […]

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What Are The 5 Major Fields of Robotics?

Robotics is an interdisciplinary field that integrates mechanical engineering, electrical engineering, computer science, and much more to create robots—autonomous or semi-autonomous machines that can perform tasks. As a rapidly evolving discipline, robotics has branched into several specialized fields. In this post, we’ll explore five major fields of robotics that are shaping our world today.  1. […]

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