Essays, roundups and podcast episodes together.
AI in Health Research
In prognostic, diagnostic, and risk-prediction models, a new UK Biobank-adjacent effort called SurvivEHR trained a GPT-style transformer on 7.6 billion primary-care…
Read roundup →: Daily AI-in-healthcare research roundup — November 12, 2026
On the prediction-model side, several new studies tested whether machine learning adds real value over simpler scoring tools. Delphi-2M, a transformer trained on health…
Read roundup →: Daily AI in healthcare research roundup — 11 November 2026
Today's new risk-prediction literature spans drug safety and dementia. A machine learning model combining structured trial data with a clinical language model (XGBoost…
Read roundup →: AI in Healthcare: Daily Research Roundup — November 10, 2026
On the prognostic and diagnostic modeling side, a biomarker-aware transformer (BAT-AKI) pretrained on structured multicenter EHR data handled both early prediction and…
Read roundup →: AI in healthcare: daily research notes — 9 November 2026
On the prognostic and diagnostic modeling side, a new framework unifies survival analysis and classification into one early-risk model for five chronic conditions…
Read roundup →: AI in healthcare: daily research notes — 8 November 2026
On the prognostic and diagnostic modeling side, a new arXiv paper proposes bootstrapping-based regularization to reduce how much individual risk predictions shift…
Read roundup →: AI in healthcare: daily research notes — 7 November 2026
Podcast · 21:17AI in Health
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How are the latest artificial intelligence models faring when evaluated in real-world clinical environments? In this weekly recap covering research roundups from October 30 to November 5 , we dive into the latest evidence on medical AI models, diagnostic accuracy, and clinician evaluations. Key topi
Listen to episode · 21:17 →: From Clinical Decision Support to Real-World Hospital Workflows
Three new prognostic and diagnostic modeling studies stood out this week. A Frontiers in Immunology paper built a gradient boosting model from pretreatment blood…
Read roundup →: New research roundup: AI in healthcare — 6 November 2026
In machine-learning and diagnostic/prognostic models, several new studies focused on mortality and risk prediction at scale. A random forest model trained on a…
Read roundup →: Daily AI-in-healthcare research roundup — November 5, 2026
ধরুন আপনি একা একা একটা বনের ভেতর দিয়ে হাঁটছেন। পথে পড়ে থাকা একটা পাথরে পা লাগল। আপনি সেটা তুলে দেখলেন, তারপর আবার ফেলে দিয়ে হাঁটা শুরু করলেন। কেউ যদি প্রশ্ন করে,…
পড়ুন →: The Design Argument — Watchmaker Analogy (William Paley)
In prognostic and diagnostic modeling, several new studies focused on dynamic risk prediction and external validation. A dual-timepoint LightGBM model for…
Read roundup →: Daily AI in Healthcare Research Digest – November 3, 2026
In prognostic and diagnostic modeling, several new ECG-based deep learning tools stood out. A convolutional network trained on over 100,000 patients' 12-lead ECGs…
Read roundup →: Daily AI in Healthcare Research Digest – November 2, 2026