THE COLLECTION
EVERY SIGNAL, SORTED.
Search the whole shelf by topic, tool, term, or plain old curiosity.
Mainland China and Hong Kong, Medical AI, Cancer Care, Longitudinal Evaluation, Nasopharyngeal Carcinoma, Clinical Decision Support, Patient Safety, Evidence Grounding and Human Oversight
Cancer models passed diagnosis and stumbled later. Test the whole care path
A two-center benchmark found that strong diagnostic answers did not reliably survive staging, treatment and follow-up. Medical AI needs a phase-by-phase care-path receipt, not one flattering score.
Medical AI, Clinical Intake, Primary Care, Patient Safety, Human Oversight, Health Records, Diagnostic Reasoning, Consent and Evidence
AMIE handled patient intake before the visit. The handoff still needs a clinician
Google says its research chatbot gathered histories before urgent primary care visits and gave doctors a transcript and summary. The feasibility study is interesting, but the safest product is a reviewable handoff, not an invisible diagnosis.
United Kingdom, Medical Devices, AI Regulation, Patient Safety, Lifecycle Oversight, Model Updates, Post-Market Surveillance, Traceability, Regulatory Sandboxes, International Reliance and Human Review
Britain wants lifecycle rules for AI medical devices. Patients need the change log
The UK regulator is planning adaptive oversight for AI medical devices, better traceability and real-world sandboxes. The useful public interface is a version history that tells patients what changed, who checked it and when a hospital should roll it back.
Global Health, Clinical AI, Medical Evidence and Local Access
OpenEvidence promised medical AI to a hundred countries, but local context is the hard part
A free clinician tool is heading toward low- and middle-income countries with Anthropic behind it. The difficult work starts after the medical paper reaches the phone.
China, Medical Imaging, Open Models and Clinical Validation
Alibaba opened a 146-finding CT model before the clinic opened its door
RADAR arrived with public code, downloadable checkpoints and unusually broad evaluation. That still leaves a long, necessary walk from a Science paper to a patient-facing diagnosis.