How Large Language Models Are Transforming Chart Review and Improving Patient Care with David Sontag Layer Health TRANSCRIPT
Release Date: 06/19/2025
Using AI to Address Medical Record Dirty Data with Dr. Jay Anders Medicomp TRANSCRIPT
Empowered Patient Podcast
Dr. Jay Anders, Chief Medical Officer at Medicomp Systems, discusses the issue of dirty data — inaccurate and inconsistent medical data — and its origins, as well as how technology can be used to maintain correct health records. These kinds of errors can lead to incorrect diagnoses, inappropriate treatment, and negative consequences for patients, providers, and payers. AI and other technologies are being leveraged to help identify and flag inconsistencies, providing stakeholders with the tools to prioritize accuracy over efficiency. Jay explains, "What we do at Medicomp is a...
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Using AI to Address Medical Record Dirty Data with Dr. Jay Anders Medicomp
Empowered Patient Podcast
Dr. Jay Anders, Chief Medical Officer at Medicomp Systems, discusses the issue of dirty data — inaccurate and inconsistent medical data — and its origins, as well as how technology can be used to maintain correct health records. These kinds of errors can lead to incorrect diagnoses, inappropriate treatment, and negative consequences for patients, providers, and payers. AI and other technologies are being leveraged to help identify and flag inconsistencies, providing stakeholders with the tools to prioritize accuracy over efficiency. Jay explains, "What we do at Medicomp is a...
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Ultra-Fast Cardiac CT Imaging Transforming Cardiovascular Diagnostics with Doug Ryan Arineta TRANSCRIPT
Empowered Patient Podcast
Doug Ryan, CEO of Arineta, describes the advancements in cardiac CT imaging technology and how their ultra-fast scanning is revealing more accurate and higher-quality imaging of the heart. Using wide-area coverage and deep learning image reconstruction, the Arineta platform can detect arterial occlusions and coronary plaque buildup, which is a significant risk factor for sudden cardiac events and is often missed when relying solely on calcium scoring. The development of a mobile cardiac CT scanning unit is improving access to this technology, particularly in rural and underserved areas. Doug...
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Ultra-Fast Cardiac CT Imaging Transforming Cardiovascular Diagnostics with Doug Ryan Arineta
Empowered Patient Podcast
Doug Ryan, CEO of Arineta, describes the advancements in cardiac CT imaging technology and how their ultra-fast scanning is revealing more accurate and higher-quality imaging of the heart. Using wide-area coverage and deep learning image reconstruction, the Arineta platform can detect arterial occlusions and coronary plaque buildup, which is a significant risk factor for sudden cardiac events and is often missed when relying solely on calcium scoring. The development of a mobile cardiac CT scanning unit is improving access to this technology, particularly in rural and underserved areas. Doug...
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Cybersecurity and Hidden Dangers of Healthcare Interoperability with Kory Daniels Trustwave TRANSCRIPT
Empowered Patient Podcast
Kory Daniels, Chief Information Security Officer at Trustwave, highlights the unique cybersecurity challenges facing the healthcare industry, particularly in this environment of funding constraints and the increasing sophistication of cyberattacks. Healthcare data is highly valuable to cybercriminals, who can use it for ransomware attacks, identity and insurance fraud, and other nefarious purposes. AI can be part of both the attack and the solution, helping to build in more cyber resilience and awareness about vulnerabilities. Kory explains, "Healthcare is a prime target for...
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Cybersecurity and Hidden Dangers of Healthcare Interoperability with Kory Daniels Trustwave
Empowered Patient Podcast
Kory Daniels, Chief Information Security Officer at Trustwave, highlights the unique cybersecurity challenges facing the healthcare industry, particularly in this environment of funding constraints and the increasing sophistication of cyberattacks. Healthcare data is highly valuable to cybercriminals, who can use it for ransomware attacks, identity and insurance fraud, and other nefarious purposes. AI can be part of both the attack and the solution, helping to build in more cyber resilience and awareness about vulnerabilities. Kory explains, "Healthcare is a prime target for...
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How AI and Telehealth are Transforming Patient Access with Matt Brown CHG Healthcare TRANSCRIPT
Empowered Patient Podcast
Matt Brown, VP of Telehealth at Advisory Services at CHG Healthcare, discusses the current state and future of telehealth, including the rapid adoption during the COVID-19 pandemic, the role of technology and AI in enhancing telehealth experiences, and how telehealth can help address physician and nurse burnout. Improved internet access, mobile device usage, and consumer preferences for convenience have driven the increasing telehealth usage for initial visits, follow-up appointments, and chronic care management. Matt explains, "We are the nation's largest staffing agency. So, we're...
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How AI and Telehealth are Transforming Patient Access with Matt Brown CHG Healthcare
Empowered Patient Podcast
Matt Brown, VP of Telehealth at Advisory Services at CHG Healthcare, discusses the current state and future of telehealth, including the rapid adoption during the COVID-19 pandemic, the role of technology and AI in enhancing telehealth experiences, and how telehealth can help address physician and nurse burnout. Improved internet access, mobile device usage, and consumer preferences for convenience have driven the increasing telehealth usage for initial visits, follow-up appointments, and chronic care management. Matt explains, "We are the nation's largest staffing agency. So, we're...
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Localized Immunotherapy to Treat Metastatic Prostate Cancer with Dr. Chuck Link Syncromune TRANSCRIPT
Empowered Patient Podcast
Dr. Chuck Link is the Executive Chairman of Syncromune, a company developing a novel immunotherapy approach for solid tumors by delivering the therapy into the tumor and surrounding lymph nodes to stimulate a systemic immune response. Their complex drug has four different components with varying levels of activity that activate the immune system and counteract immune suppression. This in situ immunotherapy technology, SYNC-T, was tested in a phase 1 trial for metastatic castration-resistant prostate cancer, which showed high response rates and a favorable safety profile with low rates of...
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Localized Immunotherapy to Treat Metastatic Prostate Cancer with Dr. Chuck Link Syncromune
Empowered Patient Podcast
Dr. Chuck Link is the Executive Chairman of Syncromune, a company developing a novel immunotherapy approach for solid tumors by delivering the therapy into the tumor and surrounding lymph nodes to stimulate a systemic immune response. Their complex drug has four different components with varying levels of activity that activate the immune system and counteract immune suppression. This in situ immunotherapy technology, SYNC-T, was tested in a phase 1 trial for metastatic castration-resistant prostate cancer, which showed high response rates and a favorable safety profile with low rates of...
info_outlineDavid Sontag, CEO and Co-Founder of Layer Health, describes the environment of chart reviews in healthcare and how AI and large language models can be used to analyze a patient's medical record to extract key clinical details. Applying natural language processing to medical records has been challenging due to the complexity of the language and the longitudinal nature of the data. This large language approach from Layer can enhance clinical decision-making, quality measurement, regulatory compliance, and patient outcomes.
David explains, "Every patient will have experienced a chart review at some point. Whether it's when they've come home from a medical visit and go to their electronic medical record to look at the notes written by their providers. Or it's been experienced in the patient room, in the doctor’s room, watching a clinician review the past medical records to try to get a better context of what's going on with that patient, so that's from the patient’s perspective."
"The same thing happens everywhere else in healthcare. So, chart review is the process of analyzing a patient's medical record to extract key clinical details. You can imagine going through clinical notes, lab results, imaging reports, and medical history, trying to create that complete and accurate picture of the patient's health. And it's used everywhere for measuring quality, for improving the financial performance of health system providers, and for regulatory compliance."
"Some aspects of natural language understanding from patients' medical records have been attempted for well over a decade, and these approaches have been typically very surface-level. So look at a single note, try to answer a relatively simplistic question from that note, but the grand challenge has always been one of how do we mimic the type of reasoning that a physician would do where they would be looking at a patient's longitudinal medical record across many notes trying to piece together data from not just from the unstructured but also the structured data."
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