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FAQs about MedAI Digest:How many episodes does MedAI Digest have?The podcast currently has 652 episodes available.
July 15, 2026Portable RF Brain Scanning Shows Promise for Rapid Stroke-Type DetectionA portable, non-ionizing radio-frequency brain scanner paired with deep learning distinguished hemorrhagic and ischemic stroke from non-target presentations in an interim multicentre clinical evaluation. In prospectively held-out scans,…...more9minPlay
July 15, 2026Smartphone Multimodal AI Identifies RBD Risk Signals in Major DepressionREM sleep behavior disorder (RBD) can coexist with major depressive disorder (MDD), yet confirmation requires video-polysomnography (v-PSG). In this cross-sectional study, a multimodal AI model using brief smartphone-recorded…...more8minPlay
July 15, 2026Reading CD8+ T-Cell Inflammation From Routine ccRCC Pathology SlidesRoutine H&E whole-slide images may contain clinically useful signals of immune inflammation in clear-cell renal cell carcinoma (ccRCC). In this cohort study, a deep-learning CD8+ T-cell signature identified…...more9minPlay
July 15, 2026Cardiology: From Signal Recognition to Transportable Preventive IntelligenceRecent Cardiology coverage shows AI moving beyond isolated detection: ECG, imaging, wearables, and biological signals are being tested as scalable tools for earlier risk phenotyping, with generalizability now…...more12minPlay
July 14, 2026China-AIHeart: Transformer Models Improve 10-Year Cardiovascular Risk Prediction in Chinese AdultsIn three Chinese cohorts, sex-specific transformer-based models predicted 10-year cardiovascular risk more accurately than matched Cox models and established risk scores. China-AIHeart’s external validation suggests that population-specific, time-to-event…...more8minPlay
July 14, 2026FlowXAI Brings Transparent Confidence Scoring to Lymphoma ClassificationFlowXAI is an interpretable decision-support system for classifying B-cell non-Hodgkin lymphoma (B-NHL) from multiparameter flow-cytometry data. In a large computational evaluation, its diagnostic confidence categories tracked with observed…...more9minPlay
July 14, 2026PRISM Sets a New Benchmark for Generalizable MRI AIPRISM is a large MRI-specific foundation model designed to separate anatomy from sequence-related contrast. Across 44 downstream tasks, it ranked first in 39, indicating that broad multi-sequence pretraining…...more8minPlay
July 14, 2026Target Trial Emulation Could Not Eliminate Treatment Bias in Heart Failure EHR DataTarget trial emulation improved the structure of observational analyses, but it did not recover randomized-trial mortality effects for two widely studied heart-failure treatments. The findings underscore how strongly…...more7minPlay
July 14, 2026Medical AI’s Next Test: Broad Models, Narrow Decisions, Real-World ProofThis week’s strongest papers share a hard lesson: medical AI earns its place not by seeing more data, but by making reliable decisions amid missing inputs, noisy signals,…...more20minPlay
July 14, 2026Nephrology & Urology: From High-Accuracy Models to Usable Clinical DecisionsRecent Nephrology & Urology coverage shows the field’s center of gravity shifting: multimodal performance matters, but portability, alert burden, workflow fit, and decision consequences now determine whether AI…...more12minPlay
FAQs about MedAI Digest:How many episodes does MedAI Digest have?The podcast currently has 652 episodes available.