PODCAST · technology
The MaML Podcast - Medicine & Machine Learning
by Twitter - @themamlpodcast | TikTok - @maml_podcast
The MaML Podcast is brought to you by medical residents, grad students, and med students passionate about the new frontier of healthcare and AI. We feature interviews with prominent figures in industry, academia, and medicine. This podcast is designed for anyone with a budding interest in the field. Created by David JH Wu, Aaron Schumacher, and Saurin Kantesaria.Hosts: David JH Wu, Maddie Ahern, Nathan KellerProducer: Saurin KantesariaMedia: Nikhil KapurMessage us! [email protected] this podcast: https://podcasters.spotify.com/pod/show/maml-podcast/support
Episodes
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Dr. Shauna Overgaard - Bridging the Code to Bedside Gap
Dr. Shauna Overgaard is the Senior Director of AI Strategy & Frameworks at Mayo Clinic, where she focuses on applying AI and data science to healthcare. She also founded Clarity - Applied Intelligence and served as an Assistant Professor of Health Informatics and Information Management. She is...
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Your Surgeon Could Be an Algorithm - Dr Max Feinstein, Hit Medical YouTuber
Dr. Max Feinstein is a pediatric cardiac anesthesiologist and notably, a successful YouTuber. He has written on topics like AI’s role in future healthcare, vaping’s impact on anesthesiology, and recognizing burnout in medicine. Outside of the operating room, he somehow balances fellowship…
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Dr. Steven Hart - From factory worker to leader in AI and Digital Pathology at Mayo Clinic
Dr. Steven Hart is a Senior Associate Consultant in AI at Mayo Clinic who has played a key role in shaping genomics and digital pathology with GenomeGPS, Mayo Clinic’s primary DNA sequencing workflow. His groundbreaking contributions have led to advancements in understanding inherited cancer risk...
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Ran Shaul - K Health: A Doctor in Your Pocket
Ran Shaul is the chief product officer and co-founder of K Health. With his robust background as a successful founder, Ran has been pivotal in transforming how we approach medical diagnostics and personalized treatment. Under his leadership, K Health has developed innovative AI-driven solutions,...
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Robert Dürichen - Future of Medicine, AI, Patient Data
Dr. Robert Dürichen leads the machine learning analytics team at Arcturis Data, a company focused on processing and analyzing large-scale electronic health record (EHR) datasets. His current research uses small and large language models to enrich EHR datasets from unstructured patient notes and...
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Dr. Nina Kottler - AI & Radiology: Then, Now, and Beyond
Dr. Nina Kottler is the associate chief medical officer of clinical artificial intelligence and vice president of clinical operations for Radiology Partners, the largest radiology practice in the US, serving over 3,250 hospitals and other healthcare facilities, interpreting over 53 million exams...
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Munjal Shah - Hippocratic AI: A Safety-First Healthcare LLM
Munjal Shah is the co-founder and CEO of Hippocratic AI, a new startup in Generative AI + Healthcare. Hippocratic is building a safety-focused large language model specifically built for the healthcare industry. Host: David Wu Twitter: @davidjhwu Audio Producer: Aaron Schumacher LinkedIn: Aaron...
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Dr. Muhammad Mamdani - AI Research in Healthcare Policy and Education
Dr. Mamdani is a professor, pharmacist, and epidemiologist. He is the Vice President of Data Science and Advanced Analytics at Unity Health Toronto and Director of the University of Toronto Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM). Dr. Mamdani’s…
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Spezi (Stanford CardinalKit) - An Open Source Framework for Digital Health
CardinalKit (now Spezi) is an open-source framework for Digital Health Applications and Research. They were recently featured in the news for releasing HealthGPT, an experimental iOS app that lets you query your health data. Spezi is housed in the Stanford Byers Center for Biodesign and directed…
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Dereck Paul - GlassHealth: AI-Assisted Diagnosis and Clinical Decision-Making
Dereck Paul, MD is a cofounder and the CEO of Glass Health, an AI-powered medical knowledge management and clinical decision-making platform that helps clinicians provide better patient care. Previously, he was an internal medicine resident at Brigham and Women's Hospital, Harvard Medical School...
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Jerry Liu - Building LlamaIndex, the Data Framework for LLMs
Jerry Liu is the co-founder and creator of LlamaIndex (formerly known as GPT-Index), an interface that allows users to connect their data to LLM’s such as Chat-GPT. He has a B.S. in Computer Science from Princeton and has worked at companies such as Quora, Uber, and Robust Intelligence prior to...
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Jason Ryan - Boards and Beyond, the Future of MedEd and Beyond
Dr. Ryan earned both a doctorate of medicine (M.D.) and master in public health (M.P.H.) degree from the University of Connecticut in 2001. He completed his postdoctoral training at Harvard's Beth Israel Deaconess Medical Center in Boston, including a chief residency and cardiology fellowship. In...
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Mushtaq Bilal - Utilizing AI Tools for Effective Academic Writing
Mushtaq Bilal is a postdoctoral researcher at the University of Southern Denmark. He earned his PhD in comparative literature from Binghamton University. He works on simplifying the process of academic writing and writes about ethical use of artificial intelligence for academic purposes. Host:...
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John Kang - NLP in Medicine: Word Embeddings and Research Grant Analysis
John Kang, MD, Ph.D. is an assistant professor of Radiation Oncology and Biomedical Informatics Lead at the University of Washington in Seattle. His research interests include the application of Natural Language Processing (NLP) to examine trends in the MaML space. He is a physician-data…
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ChatGPT - The MaML Team's Interview With GPT-4
Welcome back to the third season of the medicine and machine learning podcast! We are kicking off our year with a very unique episode. Our "guest" is ChatGPT! ChatGPT is an artificial-intelligence chatbot developed by OpenAI and launched in November 2022. Since its launch, ChatGPT has been an...
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Matthew Lungren - Nuance, Microsoft, and Leadership in the MaML Space
Dr Matthew Lungren is the Chief Medical Information Officer at Nuance Communications, a Microsoft Company. As a physician and clinical machine learning researcher, he maintains a part-time interventional radiology practice at UCSF while also serving as adjunct faculty for other leading academic...
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Kaz Nelson - The Role of Chatbots in Mental Health
Dr. Kaz Nelson is a Fellow of the American Board of Psychiatry and Neurology and serves as Associate Professor in the Department of Psychiatry and Behavioral Sciences and the Associate Designated Institutional Official in the Office of Graduate Medical Education at the University of Minnesota...
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Dr. John Sargent and Annika Krugel - BroadReach Group and Vantage Health Technologies
Dr. John Sargent: Dr. John Sargent is the co-founder of BroadReach Group and an internationally recognized thought leader who brings extensive experience in health systems strengthening large-scale patient education programs and the creation and implementation of public-private partnerships in...
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Joe Zhang - Health Informatics and the NHS (UK)
Dr. Joe Zhang is an Intensive Care doc and health data scientist. He holds a Wellcome Trust fellowship in health informatics and artificial intelligence (AI) at Imperial College London. He has extensive experience in developing and deploying informatics and data solutions in the NHS, and is...
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Ittai Dayan - Federated Learning & Data Privacy with Rhino Health
Ittai Dayan, MD is the co-founder and CEO of Rhino Health, a distributed computing platform leveraging privacy-preserving federated learning. The platform allows medical researchers and healthcare AI developers to seamlessly access diverse and disparate datasets and use them to create better AI...
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Beth Beadle - AI and Radiation Oncology
Beth Beadle, MD, PhD is the Director of Head & Neck Radiation Oncology at Stanford and co-creator of the Radiation Planning Assistant, a fully automated treatment planning assistant. 00:56 How did you come to the intersection of medicine and AI? 03:20 What is radiation oncology and why does it…
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Christopher Tignanelli - AI and Acute Care
Dr. Tignanelli is the scientific director for the Program for Clinical Artificial Intelligence at the UMN Center for Learning Health Systems Science, the director of UMN Center for Quality Outcomes, and the chair of the Health Information Technology (HIT) Committee for the American College of...
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Chenyang Xu - AI Entrepreneurship in the US, China, and EU
Dr. Chenyang Xu is currently the President and Co-Chairman of PVmed Technologies, Co-Founding Partner of Silicon Valley Future Academy, Managing Partner of Brightway Future Capital, and an Advisory Board Member for the Johns Hopkins University BME department and formerly Advisory Board Member for...
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Steven Lin - AI in Family Medicine
Steven Lin, M.D. is the service chief of family medicine for Stanford Health Care and the Founder and Executive director for the Stanford Healthcare AI Applied Research Team. Follow us on Twitter! @TheMaMLPodcast Host: Madeline Ahern / Twitter: @maddie_ahern Producer: Kirsi Oldenburg Artwork &...
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Akilesh Bapu - DeepScribe
Akilesh Bapu is co-founder and CEO of DeepScribe, an AI-powered medical scribe that passively records and understands a patient’s visit, generates a clinical note, and then seamlessly inputs it into the electronic medical record. Follow us on Twitter! @TheMaMLPodcast Guest: Akilesh Bapu /…
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Nigam Shah - The Learning Health System
Dr. Nigam Shah is Professor of Medicine (Biomedical Informatics) at Stanford Medicine and Chief Data Scientist at Stanford Healthcare. Dr Shah’s research focuses on combining machine learning and prior knowledge in medical ontologies to enable use cases of the learning health system. Follow us on...
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Quynh Nguyen - Addressing Health Disparities using Big Data
Dr. Quynh Nguyen is an assistant professor of epidemiology and biostatistics at the University of Maryland School of Public Health. She received her PhD and MSPH in Epidemiology from University of North Carolina at Chapel Hill, Gillings School of Global Public Health. Dr. Nguyen is a social...
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Vineeta Agarwala - Venture Capital, a16z, and the MaML space
Dr. Vineeta Agarwala is a general partner at a16z, physician, adjunct clinical professor at Stanford, previously at Google Ventures, Flatiron Health, having received her MD/PhD at Harvard Medical School and the Broad Institute. Many thanks to Ashlea Kosikowski from 1AB Media for making this…
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Harald Kittler - DermaChallenge and AI for Medical Education
Dr. Harald Kittler is a Professor in the Department of Dermatology at the Medical University of Vienna, in Vienna, Austria. Dr. Kittler is the founder of Dermachallenge, a 2018 startup which uses the principles of gamification to teach and train health professionals. As a dermatologist and...
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Pat Walters and Patrick Riley - AI for Drug Discovery at Relay Therapeutics
Pat Walters is the Chief Data Officer and Patrick Riley is the senior VP of AI from Relay Therapeutics in Cambridge, MA. In this episode we discuss Relay's innovative approach to drug discovery, and how new developments in AI and computational modeling have accelerated this process.
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Matt Diamond - FDA & the Digital Health Center of Excellence
Matt Diamond, MD, PhD, is Chief Medical Director of the FDA’s Digital Health Center of Excellence. Dr. Diamond provides leadership for digital health policy development and implementation for emerging technologies including artificial intelligence. Prior to joining the Agency, Dr. Diamond served…
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Joy Kincaid - Digital Health for Cancer Care
Joy Kincaid is our guest today from OncoHealth, which has just launched their new digital telehealth platform supporting cancer patients and their families. Joy was formerly VP of Population Health at Optum. 1:06 “So our first question is.. tell us about your path” 7:25 talking about Optum 11:50...
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M. Elizabeth Ross - AI Uncovers the Genetics of Spina Bifida
Description: Margaret Elizabeth Ross, M.D., Ph.D. is a Nathan Cummings professor in neurology and director of the Center for Neurogenetics at the Feil Family Brain and Mind Research Institute at Weill Cornell Medicine in New York. To learn more, check out the Ross Lab website! 1:30 Introduction...
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Neal Khosla - Using AI + Telemedicine to Serve Medicine's Traditionally Underserved
Description: Neal Khosla is the founder and CEO of Curai Health, a digital health startup making big waves in the primary care space. To learn more, please visit curaihealth.com. 1:00 Tell us about your path and how you came to the intersection of medicine and machine learning 13:15 - Most common...
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Season 2 Teaser - DWu's Freestyle
"Because Life needs Art to explicate its meaning, and Art needs Technology to keep its edge bleeding."
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Yvonne Lui - Machine Learning, MRI, and Collaboration with Industry
Yvonne Lui, MD, is the associate chair of radiology of NYU Langone Health. Today we discuss FastMRI, the interesting collaboration between NYU and Facebook AI. We explore how machine learning can enhance image reconstruction following an MRI scan. 0:00 Background on MRI 2:36 Intersection of...
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David Lindsay - Building a Successful AI Health Company During MD/PhD Training
David Lindsay is the CEO of Oncora, a data, documentation, and personalized care solution for specialty oncology. Oncora is currently implemented in many major hospital systems, including Northwell Health, MD Anderson, Mass General Children's, and Scripps Health. David founded the company during...
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Carmen Aguirre - Creating NFT Art to Raise Money for Mental Health and Pay Off Med School
Carmen Aguirre is a 4th-year medical student, visual jockey (VJ), and NFT artist. Here we sit down and discover what pushes her to continue developing her passions for medicine and artificial intelligence. You can find more info about her work here: https://linktr.ee/Neurite 0:00 Alex gives some...
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Shannon Haymond and Christopher McCudden - A.I. and the Clinical Laboratory
In our first ever two-interviewee episode we welcome Doctors Shannon Haymond and Christopher McCudden. Dr. Haymond is the Vice Chair for Computational Pathology and Director of Mass Spectrometry at Lurie Children’s hospital of Chicago and an Associate Professor of Pathology at Northwestern...
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Shanen Boettcher - Technology, AI, and Spirituality
Shanen Boettcher is a former general manager at Microsoft, product manager at Netscape, and now a PhD student at the University of Saint Andrews currently studying AI Ethics and Spirituality. Shanen was recently featured in a New York Times Article titled, "Can Silicon Valley Find God?" He is a...
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Jakub Tolar - Medical Education and Machine Learning
Dr. Jakub Tolar is the Dean of the University of Minnesota Medical School and is a Distinguished McKnight Professor in the Department of Pediatrics, Blood and Marrow Transplant & Cellular Therapy. He is the Vice President for Clinical Affairs at the University of Minnesota, Board Chair for...
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James Zou - Using AI to Better Inclusion Criteria for Clinical Trials and Data Valuation
Dr. James Zou of Stanford University is an inaugural Chan-Zuckerberg investigator and faculty director for the university-wide AI for Health program. Dr. Zou recently published a paper in Nature which is making waves in the clinical trial world because it is causing us to rethink how we set...
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Joachim Schultze - Swarm Learning, Blockchain, and Healthcare AI
In this episode we discuss a novel idea in the healthcare and AI space: using Swarm Learning and blockchain technology for decentralized and confidential machine learning on clinical data. This promising new framework for collaborative research improves both algorithm performance and preserves...
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Glenn Cohen - Ethical and Legal Implications of AI Use in Healthcare
Professor Glenn Cohen is a James A. Attwood and Leslie Williams Professor of Law at Harvard University. Professor Cohen is one of the world’s leading experts on the intersection of bioethics and the law and is the author of more than 150 articles appearing in such places as New England Journal of...
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Vivian Lee - Digital Health Platforms and The Long Fix for America's Healthcare Crisis
Dr. Vivian Lee, MD, Ph.D., MBA is currently President of Health Platforms at Verily, an Alphabet Company. Dr. Vivian Lee is also the author of the latest book “The Long Fix,” a book about solving America’s healthcare crisis. Dr. Lee has accomplished much in her diverse career. She received a...
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Faisal Mahmood - Using AI to Identify Tumors of Unknown Origin
Dr. Faisal Mahmood is an Assistant Professor of Pathology at Harvard Medical School and Computational Pathology at Brigham and Women’s Hospital. Dr. Mahmood recently published an exciting new paper this year where he and his team built a deep learning model to accurately identify tumors of…
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Nneka Comfere - Dermatology and AI
Dr. Nneka Comfere is a Dermatologist and Dermopathologist at the Mayo Clinic in Rochester, MN. We discuss Dr. Comfere's discovery of visual beauty within dermatology and how this can be applicable in a machine learning setting. We also talk about the possible uses for dermatoscopes and artificial...
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Ian Pan - International Kaggle Grandmaster by Night, Radiologist Resident by Day
Ian Pan, MD, is a Kaggle Grandmaster, radiologist resident at the Brigham and Women’s Hospital, and a rising star in the medicine and AI field. Kaggle competitions are international data science competitions that are both very competitive and prestigious. We talk about Ian's path to medicine and…
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Anouk Stein - Medical Imaging & AI in Industry
Anouk Stein, MD, is a radiologist and AI Data Specialist at MD.ai, a healthcare start-up based in NY. We discuss Dr. Stein's journey to MD.ai as well as her current work in the medical AI space. Dr. Stein provides some great advice for anyone looking to get started in practical machine learning.…
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Judy Gichoya - Open-Source EMR Platforms and Utilizing AI to Combat Bias in Medicine
Judy Gichoya, MD, MS, is an interventional radiologist at Emory University in Atlanta. We begin by talking about Dr Gichoya’s early days in Kenya where she participated in building OPEN MRS, the world’s leading open-source EMR platform. We then talk about her work in using AI to combat bias and...
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ABOUT THIS SHOW
The MaML Podcast is brought to you by medical residents, grad students, and med students passionate about the new frontier of healthcare and AI. We feature interviews with prominent figures in industry, academia, and medicine. This podcast is designed for anyone with a budding interest in the field. Created by David JH Wu, Aaron Schumacher, and Saurin Kantesaria.Hosts: David JH Wu, Maddie Ahern, Nathan KellerProducer: Saurin KantesariaMedia: Nikhil KapurMessage us! [email protected] this podcast: https://podcasters.spotify.com/pod/show/maml-podcast/support
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Twitter - @themamlpodcast | TikTok - @maml_podcast
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How many episodes does The MaML Podcast - Medicine & Machine Learning have?
The MaML Podcast - Medicine & Machine Learning currently has 54 episodes available on PodParley. New episodes are automatically indexed when they're published to the podcast feed.
What is The MaML Podcast - Medicine & Machine Learning about?
The MaML Podcast is brought to you by medical residents, grad students, and med students passionate about the new frontier of healthcare and AI. We feature interviews with prominent figures in industry, academia, and medicine. This podcast is designed for anyone with a budding interest in the...
How often does The MaML Podcast - Medicine & Machine Learning release new episodes?
The MaML Podcast - Medicine & Machine Learning has 54 episodes. Check the episode list to see recent publication dates and frequency.
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Who hosts The MaML Podcast - Medicine & Machine Learning?
The MaML Podcast - Medicine & Machine Learning is created and hosted by Twitter - @themamlpodcast | TikTok - @maml_podcast.
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