AI Before Your Doctor: The Diagnostic Algorithm [52]
Show notes
AI reads your medical scans before your doctor does, and no patient is told. A mock trial shows jurors judge radiologists mainly on the order they viewed an AI result, not the medical decision itself. A newly authorized breast cancer risk model predicts disease five years before any tumor appears. Doctors who rely too heavily on AI can lose their diagnostic edge, and consent forms quietly omit the algorithm shaping your diagnosis. Can artificial intelligence be trusted with a decision nobody realized it made?
Episode notes at: https://aifreakyfacts.com/stories/
Topics Covered:
artificial intelligence in healthcare, AI diagnostic accuracy, radiology AI liability, AI misdiagnosis lawsuit, breast cancer screening AI, automation bias in medicine, AI deskilling doctors, FDA AI medical device regulation, patient consent AI diagnosis, Clairity Breast FDA approval
References:
1. Fierce Biotech — FDA clears first AI tool for breast cancer risk prediction from startup Clairity
https://www.fiercebiotech.com/medtech/fda-clears-first-ai-tool-breast-cancer-risk-prediction-startup-clairity
2. AJMC — AI Double Reads May Reduce Radiologist Malpractice Liability
https://www.ajmc.com/view/ai-double-reads-may-reduce-radiologist-malpractice-liability
3. AuntMinnie — DBT plus synthesized mammo leads to less false-positive recalls
https://www.auntminnie.com/clinical-news/womens-imaging/article/15755514/dbt-plus-synthesized-mammo-leads-to-less-falsepositive-recalls
4. ESMO Real World Data and Digital Oncology — Artificial intelligence in medicine: a scoping review of the risk of deskilling and loss of expertise among physicians
https://www.esmorwd.org/article/S2949-8201(26)00012-3/fulltext
5. American College of Gastroenterology (EBGI) — Artificial intelligence in colonoscopy: Could it be making us worse?
https://gi.org/journals-publications/ebgi/zhou_sep2025/
6. Radiology (RSNA, free access) — Automation Bias in Mammography: The Impact of Artificial Intelligence BI-RADS Suggestions on Reader Performance
https://pubs.rsna.org/doi/full/10.1148/radiol.222176
7. OncLive — FDA Approves AI-Powered Detection Device for Skin Cancers
https://www.onclive.com/view/fda-approves-ai-powered-detection-device-for-skin-cancers
8. OncLive — Clairity Breast Is Added to NCCN Guidelines for Breast Cancer Screening and Diagnosis
https://www.onclive.com/view/clairity-breast-is-added-to-nccn-guidelines-for-breast-cancer-screening-and-diagnosis
9. Docwire News — FDA Authorizes First AI Platform for Breast Cancer Risk Prediction
https://www.docwirenews.com/post/fda-authorizes-first-ai-platform-for-breast-cancer-risk-prediction
10. NCBI PMC — Nonradiology Health Care Professionals Significantly Benefit From AI Assistance in Emergency-Related Chest Radiography Interpretation
https://pmc.ncbi.nlm.nih.gov/articles/PMC11251081/
Music Credits:
1. "Dark Pop Instrumental 05" (alanajordan)
https://pixabay.com/music/trap-dark-pop-instrumental-05-490588/
Free for use under the Pixabay license - https://pixabay.com/service/license-summary/
2. "Dark Ambient Emotions Music" (DeusLower)
https://pixabay.com/music/mystery-dark-ambient-emotions-music-259996/
Free for use under the Pixabay license - https://pixabay.com/service/license-summary/
3. "Background Ambient Documentary" (AKTASOK)
https://pixabay.com/music/corporate-background-ambient-documentary-173954/
Free for use under the Pixabay license - https://pixabay.com/service/license-summary/
4. "Kiss My Doubts" (alanajordan)
https://pixabay.com/music/pop-kiss-my-doubts-345208/
Free for use under the Pixabay license - https://pixabay.com/service/license-summary/
This podcast is narrated by the host's own voice, powered by AI.