Healthcare AI Daily: Radiologists Do Not Fully Trust AI for Intracranial Hemorrhage Detection

Raphael T. Malikian, MBBS, BSc (Hons) translates healthcare AI research into practical, clinically grounded questions for builders, clinicians, researchers, and governance teams. GitHub: https://github.com/rtmalikian LinkedIn: http://www.linkedin.com/in/raphael-t-malikian-mbbs-bsc-hons-71075436a --- Healthcare AI Daily translates one recent peer-reviewed healthcare AI article into a short practical briefing. Today: a cross-sectional survey reveals that radiologists using an FDA-cleared AI tool for intracranial hemorrhage detection report conditional trust, substantial false-positive burden, and limited workflow savings — with neuroradiologists especially critical. Source article Title: Radiologist Perceptions of an AI Tool for Intracranial Hemorrhage Detection in Teleradiology: Cross-Sectional Survey Study Authors: Andrew J Del Gaizo, Jackson K Del Gaizo, Troy A Shahoumian Journal: JMIR Human Factors Published: 2 June 2026 DOI: https://doi.org/10.2196/92145 Article: https://humanfactors.jmir.org/2026/1/e92145 PDF: https://www.jmir.org/2026/1/e92145/PDF PubMed PMID: 42228936 Key reported results: 65 radiologists surveyed; only 18.5% found false-positive alerts acceptable; 50.8% trust AI when it agrees vs 3.1% when it conflicts; 32.3% agreed AI correctly identifies most ICH cases; 33.8% said FP review time outweighs benefits (primary endpoint); only 10.8% reported reduced interpretation time; neuroradiologists more critical (52.2% vs 23.8%); 32.3% worried about legal vulnerability when overriding AI. This video is educational commentary, not medical advice. Source screenshots and figures are used for attributed research discussion. Synthetic voice disclosure: narration generated with edge-tts en-US-AndrewNeural and post-processed for clarity. Watch this episode on YouTube: https://youtu.be/fgWL0JxrCnU YouTube Channel: https://www.youtube.com/@RaphaelMalikian-g4h Created by Raphael T. Malikian ([email protected]). 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.