The Intersection Podcast: AI & Healthcare

The Intersection Podcast: AI & Healthcare

The intersection podcast is an outreach initiative to discuss recent research in artificial intelligence and healthcare. In a series of casual conversations, we dissect the essence of the methods used, their clinical applications and limits. Subscribe for new episodes! Hosted by: Jean-Emmanuel Bibault, MD, PhD Maxime Bassenne, PhD

Episodes

  1. Episode 5 - AI & Facebook to screen for depression

    03/06/2020

    Episode 5 - AI & Facebook to screen for depression

    In this episode, we discuss how AI can be used to screen for depression on Facebook, as shown in this 2018 PNAS article " Facebook language predicts depression in medical records", by Eichstaedt et al. Links: The article: https://www.pnas.org/content/115/44/11203 American Psychiatric Association: https://www.psychiatry.org/patients-families/depression/what-is-depression National Institute of Health Mental: https://www.nimh.nih.gov/health/statistics/major-depression.shtml

    21 min
  2. Special focus - AI black box vs physician

    02/29/2020

    Special focus - AI black box vs physician

    Geoffrey Hinton recently posted this provocative question on twitter: "Suppose you have cancer and you have to choose between a black box AI surgeon that cannot explain how it works but has a 90% cure rate and a human surgeon with an 80% cure rate. Do you want the AI surgeon to be illegal?" We try to analyze the subtext to that question and provide our own personal answer.

    13 min
  3. Episode 4 - Racial biases and disparities in AI

    02/21/2020

    Episode 4 - Racial biases and disparities in AI

    In this episode we discuss the recent Science Paper - Dissecting racial bias in an algorithm used to manage the health of populations. ------- Link: The article: https://science.sciencemag.org/content/366/6464/447

    16 min
  4. Episode 3 - Deep Learning & hypoglycemia detection via EKG

    02/07/2020

    Episode 3 - Deep Learning & hypoglycemia detection via EKG

    Precision Medicine and Artificial Intelligence: A Pilot Study on Deep Learning for Hypoglycemic Events Detection based on ECG Links: The article: https://www.nature.com/articles/s41598-019-56927-5 Blood sugar testing: Why, when and how: https://www.mayoclinic.org/diseases-conditions/diabetes/in-depth/blood-sugar/art-20046628 What is an EKG: https://www.heart.org/en/health-topics/heart-attack/diagnosing-a-heart-attack/electrocardiogram-ecg-or-ekg

    11 min
  5. Episode 2 - Clinical-grade computational pathology

    01/30/2020

    Episode 2 - Clinical-grade computational pathology

    #Pathology is an essential step for cancer diagnosis. It is currently being revolutionized by #ArtificialIntelligence. We discuss the promises and challenges in digital pathology in our latest episode, available on SoundCloud, Apple Podcasts and Spotify. --------------------- Links to go further: The article: https://www.nature.com/articles/s41591-019-0508-1 What happens after a biopsy: https://www.cancer.net/navigating-cancer-care/diagnosing-cancer/reports-and-results/after-biopsy-making-diagnosis

    14 min
  6. Special focus - AI & Coronavirus

    01/24/2020

    Special focus - AI & Coronavirus

    Special report: Can AI help us manage the coronavirus 2019-nCov outbreak? _______ LINKS: Methods Using Social Media and Search Queries to Predict Infectious Disease Outbreaks: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5688036/ Harnessing wearable device data to improve state-level real-time surveillance of influenza-like illness in the USA: a population-based study: https://www.sciencedirect.com/science/article/pii/S2589750019302225?via%3Dihub Predicting Infectious Disease Using Deep Learning and Big Data: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6121625/ Prediction of infectious disease epidemics via weighted density ensembles: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5834190/

    6 min
  7. Episode 1 - International evaluation of an AI system for breast cancer screening

    01/17/2020

    Episode 1 - International evaluation of an AI system for breast cancer screening

    Episode about the Nature article by SM McKinney et al. "International evaluation of an AI system for breast cancer screening". ___________ LINKS: The article: https://www.nature.com/articles/s41586-019-1799-6 Breast cancer screening: https://www.nhs.uk/conditions/breast-cancer-screening/why-its-offered/ Understanding mammogram reports: https://www.cancer.org/cancer/breast-cancer/screening-tests-and-early-detection/mammograms/understanding-your-mammogram-report.html Breast Cancer Classifier (NYU - GitHub): https://github.com/nyukat/breast_cancer_classifier

    20 min
  8. Introduction

    01/17/2020

    Introduction

    Introduction to the intersection, a podcast to discuss recent research in artificial intelligence and healthcare.

    2 min
  • 8 Episodes

Ratings & Reviews

5
out of 5
6 Ratings

About

The intersection podcast is an outreach initiative to discuss recent research in artificial intelligence and healthcare. In a series of casual conversations, we dissect the essence of the methods used, their clinical applications and limits. Subscribe for new episodes! Hosted by: Jean-Emmanuel Bibault, MD, PhD Maxime Bassenne, PhD

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