Ian Pan - International Kaggle Grandmaster by Night, Radiologist Resident by Day

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 AI as well as the various strategies he’s used to become one of the top coders globally in this burgeoning new field. Ian also gives some great advice on how to get started and we close with some of his exhortations against poor practices in ML today.

This interview was a lot of fun and if you are curious about Kaggle competitions or how to be the best at them, this interview is for you.

Time-Stamps

  • 6:20 Initial interests in Radiology
  • 12:50 2018 Pneumonia detection Kaggle challenge
  • 17:55 Domain expertise not necessary for AI learning
  • 20:18 How to approach an AI challenge
  • 25:23 The structure of Ian's Kaggle-winning models
  • 28:58 What sets Ian's models apart
  • 32:30 Non-medicine endeavors
  • 37:40 Coding Background
  • 39:00 Should medical students learn to code
  • 42:00 The future of AI in medicine
  • 49:10 What’s next for Ian
  • 54:07 Necessary changes to AI in medicine
  • 57:15 Advice for medical students

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(54)

Dr. Shauna Overgaard - Bridging the Code to Bedside Gap

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...

22 Elo 202546min

Your Surgeon Could Be an Algorithm - Dr Max Feinstein, Hit Medical YouTuber

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 recog...

28 Huhti 20251h 17min

Dr. Steven Hart - From factory worker to leader in AI and Digital Pathology at Mayo Clinic

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....

14 Helmi 20251h 1min

Ran Shaul - K Health: A Doctor in Your Pocket

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 pers...

31 Elo 202446min

Robert Dürichen - Future of Medicine, AI, Patient Data

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 ...

11 Elo 202447min

Dr. Nina Kottler - AI & Radiology: Then, Now, and Beyond

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, ...

27 Joulu 20231h 4min

Munjal Shah - Hippocratic AI: A Safety-First Healthcare LLM

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 healthcar...

24 Loka 202358min

Dr. Muhammad Mamdani - AI Research in Healthcare Policy and Education

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 Ce...

2 Loka 20231h 3min