Healthcare AI Weekly

Uncategorized EN ↓ 6 episodes

Deep dives into the most important healthcare AI research of the week. Each episode features in-depth analysis of two newly published peer-reviewed papers — one high-impact study and one overlooked gem — at the frontier of clinical artificial intelligence. Hosted by Raphael T. Malikian, MBBS, BSc (Hons), Healthcare AI Weekly goes beyond headlines to examine methodology, clinical implications, limitations, and what these findings mean for patients, providers, and the future of medicine. Watch every episode on YouTube: https://www.youtube.com/@RaphaelMalikian-g4hCreated by Raphael T. Malikian (r...

Episodes

Uncertainty in Clinical AI: When Models Lose What Matters Most | Healthcare AI Weekly 20.06.2026

Two papers reveal a critical blind spot in clinical AI: uncertainty handling. LLMs preserve diagnostic uncertainty less than 50% of the time, and UE safety nets fail where models are weakest. Created by Raphael T. Malikian. Contact: rtmalikian@gmail.com. #HealthcareAI #ClinicalAI #MedicalAI #AIinMedicine #DigitalHealth #PatientSafety Watch this episode on YouTube: https://youtu.be/ZMXgafippOg YouT...

Healthcare AI Weekly: AI Triage Meets Governance | Healthcare AI Weekly 18.06.2026

I’m Raphael Malikian, a healthcare AI builder with 20+ years of domain experience, from family medicine practice to bootstrapping a direct primary care startup. This channel documents my healthcare-AI pivot: building in public, sharing insights on clinical workflows, digital health, LLM evaluation, automation, research ops, and turning real projects into a practical portfolio. Every week I release...

Healthcare AI Weekly: Blood Test for Kidney Cancer + AI Detects Delirium | June 4 18.06.2026

Weekly healthcare AI deep dive from 2026-06-18. Watch this episode on YouTube: https://youtu.be/Zhi4-iANRV4 YouTube Channel: https://www.youtube.com/@RaphaelMalikian-g4h Created by Raphael T. Malikian (rtmalikian@gmail.com). In true AI fashion, this podcast was created with AI tools including text-to-speech using Microsoft Edge TTS and Hermes Agent by Nous Research.

Healthcare AI Weekly: Skin Cancer AI + Colonoscopy Deskilling | Healthcare AI Weekly 11.06.2026

Healthcare AI Weekly - your bridge between clinical medicine and AI research. This week we examine two critical healthcare AI papers: Paper 1 - AI-powered skin cancer detection in clinical settings Paper 2 - The deskilling effect: how AI assistance in colonoscopy may reduce physician competency over time One paper shows AI outperforming clinicians in detection. The other raises an uncomfortable qu...

Healthcare AI Weekly: Blood Test for Kidney Cancer + AI Detects Delirium | Healthcare AI Weekly 04.06.2026

Healthcare AI Weekly - your bridge between clinical medicine and AI research. This week we cover two papers on AI detecting what current methods miss: Paper 1 - RCAID: Renal Cell Carcinoma AI Detector Huang C, Wang G, Yuan Y, et al. European Urology (2026) A plasma metabolomic model using 7 blood metabolites detected kidney cancer with AUROCs of 0.91-0.99 across 6 validation cohorts. Paper 2 - Vid...

Healthcare AI Weekly: LLM Diagnostic Reasoning + Nurse Concern Signals | Healthcare AI Weekly 23.05.2026

Welcome to Healthcare AI Weekly with Raphael Malikian. This episode breaks down two recent peer-reviewed healthcare AI papers: one major paper on large language models for diagnostic reasoning in epilepsy, and one overlooked but important paper on nurse concern signals for inpatient deterioration. Papers covered: 1. "Evaluating large language models for diagnostic reasoning from unstructured clini...