Healthcare AI Weekly

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...

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...

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 - 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 - 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...

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...