AIHealthcare Analytics

Knowledge Wiki

AI Healthcare Knowledge Wiki. Browse compiled knowledge pages organized by type — entities, concepts, comparisons, and overviews. Search by title or filter by page type. Each page includes source provenance and contradiction tracking.

Knowledge Wiki

19 pages

Purpose

The Knowledge Wiki is an AI-compiled reference library built from hundreds of harvested articles. Each wiki page synthesizes information across multiple sources into a single, provenance-tracked entry — giving you longitudinal context that individual articles can't provide.

How It Works

Articles are harvested daily from RSS feeds, competitor pages, and research APIs.
An AI compilation step groups related articles and synthesizes them into wiki pages with full source provenance.
Search by keyword or filter by page type (Entity, Concept, Comparison, Overview) to find topics of interest.
Each page links back to its original sources and tracks contradictions when new evidence reverses prior claims.

AI-Enabled Software as Medical Devices — Reshaping Regulatory Routes (2026 Update)

SaMD AI medical devices regulatory routes FDA medical device regulation

Rev 3 · Sep 9, 2026 12:39 UTC

AI-Enabled Software as Medical Devices — Reshaping Regulatory Routes and Medicine

SaMD AI medical devices regulatory pathways FDA EU AI Act software as medical device

Rev 1 · Sep 9, 2026 22:37 UTC

AI-Enabled Software as Medical Devices — Reshaping Regulatory Routes and Medicine

SaMD AI medical device regulatory routes FDA international regulation software as medical device

Rev 15 · Sep 10, 2026 02:39 UTC

AI Mental Health Chatbots for Adolescents — Safety, Access, and Regulatory Gaps

mental health chatbots adolescents minors safety suicide regulatory gaps lawsuits

Rev 2 · Jul 9, 2026 19:37 UTC

AI Scribes — Medical Device Classification and UK Regulatory Determination

AI scribes medical device UK MHRA regulatory classification SaMD clinical documentation

Rev 7 · Aug 20, 2026 00:02 UTC

"Dr. AI" — The Prospect and Limits of Autonomous AI Medical Practice

autonomous AI AI physician clinical autonomy AI limits medical practice

Rev 2 · Jul 9, 2026 21:00 UTC

FDA AI Medical Device Approval — Reform Debates and Regulatory Gaps

FDA AI medical devices regulatory reform approval process SaMD oversight

Rev 8 · Aug 12, 2026 00:26 UTC

FDA Doctor-Like Assessment Framework for AI-Enabled Medical Devices

FDA AI medical devices regulatory framework doctor-like assessment SaMD

Rev 1 · Aug 18, 2026 14:32 UTC

FDA Generative AI Regulatory Guidance — Forthcoming Framework for AI-Powered Devices

FDA generative AI regulatory guidance medical devices digital health SaMD

Rev 2 · Aug 26, 2026 01:15 UTC

FDA Regulation of AI-Enabled Medical Devices — Doctor-Like Assessment, Generative AI Feedback, and Evidence Gaps

FDA AI medical devices regulation doctor-like assessment generative AI SaMD evidence gaps patient outcomes

Rev 59 · Aug 20, 2026 00:02 UTC

FDA TEMPO Pilot — Generative AI Medical Devices Path to Patients Before Authorization

FDA TEMPO pilot generative AI medical devices pre-authorization regulatory pathway SaMD

Rev 1 · Sep 9, 2026 22:37 UTC

FDA TEMPO Pilot — Pre-Authorization Pathway for Generative AI Medical Devices

FDA TEMPO pilot generative AI medical devices pre-authorization regulatory pathway SaMD

Rev 52 · Sep 15, 2026 20:14 UTC

Nature Medicine June 2026 — General-Purpose LLMs Outperform FDA-Cleared Clinical AI on Benchmarks

Nature Medicine LLM clinical AI benchmarking FDA-cleared validation gap general-purpose

Rev 1 · Aug 11, 2026 21:52 UTC

Software as a Medical Device (SaMD) — Regulatory Frameworks and Compliance

SaMD FDA EU AI Act MDR NMPA regulatory compliance medical device off-label

Rev 3 · Jul 31, 2026 13:27 UTC

UK Regulator Determination — Are AI Scribes Medical Devices?

AI scribes MHRA UK medical device regulation regulatory classification SaMD

Rev 2 · Aug 19, 2026 23:31 UTC

UpDoc — First FDA Clearance for Patient-Facing Large Language Model in Clinical Care

UpDoc FDA clearance LLM patient-facing clinical AI SaMD care coordination

Rev 1 · Aug 11, 2026 21:52 UTC

UpDoc — First FDA-Cleared Clinical AI Platform for Real-Time Care Delivery

UpDoc FDA clearance SaMD LLM patient-facing AI clinical AI care coordination

Rev 31 · Aug 8, 2026 20:31 UTC

UpDoc — First FDA-Cleared Clinical AI Platform for Real-Time Care Delivery

UpDoc FDA clearance clinical AI SaMD LLM patient-facing AI

Rev 6 · Aug 7, 2026 15:24 UTC

UpDoc — First FDA-Cleared Clinical AI Platform for Real-Time Care Delivery

FDA clearance LLM SaMD clinical AI patient-facing care coordination

Rev 1 · Jul 31, 2026 17:24 UTC