Knowledge Wiki — AIHealthcare

CONCEPT

Agentic AI for Healthcare Claims Processing — AWS Bedrock and HealthLake Architecture

agentic AI healthcare claims Amazon Bedrock AWS HealthLake revenue cycle management automation cloud FHIR

Rev 1 · Jul 4, 2026 20:34 UTC

OVERVIEW

AI Agents for Clinical Documentation — Market Size and 2035 Forecast

AI agents clinical documentation market forecast agentic AI healthcare market documentation automation

Rev 1 · Sep 9, 2026 22:37 UTC

OVERVIEW

AI Agents for Clinical Documentation — Market Size and 2035 Forecast

AI-agents clinical-documentation market-size 2035-forecast agentic-AI market-research

Rev 22 · Sep 16, 2026 00:14 UTC

OVERVIEW

AI Agents for Clinical Documentation — Market Size and 2035 Forecast (Updated)

AI agents clinical documentation market forecast agentic AI healthcare automation

Rev 1 · Sep 8, 2026 14:06 UTC

OVERVIEW

AI and Decision-Theoretic Methods for Medication Safety Management

medication safety adverse drug events AI machine learning medication errors patient safety

Rev 1 · Jul 30, 2026 12:13 UTC

OVERVIEW

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

OVERVIEW

AI for Hospital Infection Detection — Early Warning and Clinical Surveillance

infection detection hospital AI clinical surveillance Kent NHS sepsis early warning

Rev 4 · Jul 8, 2026 00:20 UTC

CONCEPT

AI Governance in Biomedical Publishing — Transparency Frameworks, Authorship, and Disclosure Standards

biomedical publishing AI governance authorship ICMJE COPE disclosure transparency generative AI peer review

Rev 1 · Aug 4, 2026 04:37 UTC

OVERVIEW

AI in Drug Discovery — Closing the Data Loop and Combating Eroom's Law

AI drug discovery Eroom's Law protein-ligand generative AI structural biology molecular design

Rev 16 · Aug 4, 2026 04:37 UTC

OVERVIEW

AI in Forensic Medicine — Limits of Generative AI for Medical Liability Expertise

forensic medicine generative AI medical liability ChatGPT Gemini Mistral expert assessment

Rev 1 · Jul 31, 2026 13:27 UTC

OVERVIEW

AI-Informed Patients — Health Systems Adapting to Generative AI-Educated Consumers

AI-informed patients generative AI patient behavior health systems Mayo Clinic clinical relationships

Rev 1 · Aug 7, 2026 15:24 UTC

OVERVIEW

AI in Nursing Education — Beyond AI Literacy to Irreplaceable Human Capacities

nursing education AI literacy clinical judgment human capacities generative AI nursing students professional education

Rev 1 · Sep 16, 2026 04:08 UTC

CONCEPT

AI Literacy for Healthcare Professionals — Competencies, Training, and Regulatory Requirements

AI literacy healthcare professionals EU AI Act training competency bias hallucination automation bias

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

AI Use in Medical Residency Applications — AMA Guidelines and Ethical Framework

AI residency applications medical education AMA ethics guidelines

Rev 4 · Sep 9, 2026 14:39 UTC

ENTITY

Amazon Health Services — Generative AI Assistant Expanded to All U.S. Customers

Amazon Health Services generative AI consumer health U.S. expansion healthcare assistant

Rev 1 · Sep 14, 2026 12:11 UTC

ENTITY

Amazon Health Services — Generative AI Assistant Expanded to All U.S. Customers

Amazon Health Services generative AI health assistant U.S. expansion consumer health

Rev 5 · Sep 13, 2026 21:49 UTC

ENTITY

Amazon Health Services — Generative AI Assistant Expanded to All U.S. Customers

Amazon Amazon Health Services generative AI consumer health AI assistant US expansion

Rev 30 · Sep 14, 2026 15:34 UTC

OVERVIEW

Ambient AI Scribes in Primary Care — Adoption, Evidence, and Quality Debates

ambient AI scribe primary care Suki Cleveland Clinic quality adoption benchmarking Munson Health

Rev 5 · Aug 20, 2026 00:02 UTC

OVERVIEW

Bias, Equity, and Justice in Generative AI for Health — Beyond Technical Accuracy

bias health equity justice GenAI intersectionality environmental justice NNES demographic bias

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

ChatGPT-Assisted Teaching of Diagnostic Assessments to Medical Students — Randomized Controlled Study

ChatGPT medical education diagnostic teaching randomized controlled study medical students

Rev 4 · Sep 11, 2026 04:08 UTC

OVERVIEW

Consumer AI Chatbots and Medical Data — Privacy Risks and Transparency Coalition Warning

chatbot privacy medical data consumer AI HIPAA data sharing patient safety Transparency Coalition

Rev 1 · Sep 9, 2026 18:39 UTC

CONCEPT

Conversational AI and Neuropsychiatric Risk — The Delusional Feedback Loop

AI psychosis adolescents mental health chatbots neuropsychiatric risk digital stressors

Rev 5 · Jul 31, 2026 13:27 UTC

COMPARISON

DeepSeek vs. ChatGPT for Patient Education Materials — Endometrial Cancer Surgery Comparison

DeepSeek ChatGPT patient education endometrial cancer readability reliability generative AI health literacy LLM comparison

Rev 3 · Sep 14, 2026 06:27 UTC

ENTITY

ELISA — Embedding-Linked Interactive Single-Cell Agent for scRNA-seq Discovery

single-cell genomics scRNA-seq AI agent generative AI transcriptomics foundation models biomedical AI bioinformatics interpretable AI

Rev 4 · Sep 14, 2026 06:27 UTC

ENTITY

Epic UGM 2026 — AI Agent Platform, Cosmos Predictions, FTC Probe, and Workflow Automation

Epic Systems UGM 2026 AI agents Cosmos FTC workflow automation EHR agentic AI

Rev 2 · Aug 26, 2026 01:15 UTC

OVERVIEW

FDA AI Regulatory Changes 2026 — Wearables, AI Devices, and Oversight Shifts

FDA regulation wearables AI devices oversight policy 2026

Rev 1 · Jul 31, 2026 17:24 UTC

OVERVIEW

FDA Breakthrough Device Designation for Generative AI Surgical Chatbot

FDA breakthrough designation generative AI surgical chatbot clinical AI STAT

Rev 5 · Aug 4, 2026 01:52 UTC

OVERVIEW

FDA Breakthrough Device Designation for Generative AI Surgical Chatbot

FDA breakthrough-device generative-AI surgical-chatbot LLM regulatory-milestone

Rev 1 · Aug 3, 2026 15:04 UTC

OVERVIEW

FDA-Cleared AI Medical Devices — Less Than 1% Tested for Clinical Benefit (2026 Evidence Review)

FDA AI medical devices clinical evidence patient outcomes regulatory gap AI device safety evidence gap

Rev 2 · Sep 14, 2026 20:14 UTC

OVERVIEW

FDA-Cleared AI Medical Devices — The Patient Outcomes Evidence Gap

FDA AI medical devices patient outcomes clinical evidence regulatory gap clearance

Rev 23 · Sep 10, 2026 23:40 UTC

ENTITY

FDA Deputy Commissioner for Technology and AI — Jared Seehafer Appointment

FDA AI regulation healthcare leadership HHS technology policy

Rev 3 · Sep 9, 2026 12:39 UTC

OVERVIEW

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

ENTITY

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

OVERVIEW

FDA Seeks Public Input on Adaptive AI Medical Devices

FDA adaptive AI medical devices public input regulatory continuous learning

Rev 1 · Sep 8, 2026 14:06 UTC

OVERVIEW

FDA Seeks Public Input on Adaptive AI Medical Devices That Can Change Their Answers

FDA adaptive AI medical devices generative AI regulation public input

Rev 49 · Sep 15, 2026 19:42 UTC

OVERVIEW

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

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

Rev 1 · Sep 14, 2026 12:11 UTC

OVERVIEW

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

OVERVIEW

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

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

Rev 14 · Sep 12, 2026 21:49 UTC

OVERVIEW

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

ENTITY

GDA-Pred — Generative AI-Driven Data Augmentation for IL-6 and IL-13-Inducing Peptide Prediction

generative AI drug discovery peptide prediction interleukin data augmentation machine learning immunology

Rev 1 · Sep 16, 2026 04:08 UTC

OVERVIEW

Generative AI as a Research Tool — Systematic Reviews, Literature Analysis, and Research Support

systematic review literature review research methodology ChatGPT screening qualitative analysis citation accuracy

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

Generative AI Emotion Recognition from Bodily Gestures and Vocal Tone — Modality-Specific Performance and Positivity Bias

emotion recognition nonverbal communication generative AI mental health social intelligence positivity bias vocal tone body language

Rev 4 · Sep 11, 2026 04:08 UTC

OVERVIEW

Generative AI for Clinical Documentation — Ambient Scribes, Discharge Summaries, and Nursing Notes

ambient scribe clinical documentation discharge summary nursing documentation LLM hallucination clinician burden

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

Generative AI for Clinical Documentation — Market Size and 2034 Forecast

clinical documentation generative AI market size market forecast AI scribes ambient AI healthcare market

Rev 1 · Sep 9, 2026 22:37 UTC

OVERVIEW

Generative AI for Clinical Documentation — Market Size and 2034 Forecast

clinical-documentation market-size generative-AI AI-scribes market-forecast 2034

Rev 33 · Sep 16, 2026 00:14 UTC

OVERVIEW

Generative AI for Clinical Documentation — Market Size and 2034 Forecast (Fortune Business Insights)

generative AI clinical documentation market size 2034 forecast Fortune Business Insights

Rev 1 · Sep 14, 2026 12:11 UTC

OVERVIEW

Generative AI for Clinical Documentation — Market Size and 2034 Forecast (Updated)

generative AI clinical documentation market size forecast ambient scribes AI scribes

Rev 1 · Sep 8, 2026 14:06 UTC

OVERVIEW

Generative AI for Patient Education — Quality, Readability, and Accuracy Assessment

patient education generative AI readability health literacy accuracy LLM patient materials

Rev 4 · Sep 12, 2026 06:29 UTC

CONCEPT

Generative AI for Synthetic Health Data — Privacy, Fidelity, and Clinical Utility

synthetic data privacy GAN VAE diffusion model MIMIC EHR data augmentation clinical trials

Rev 1 · Jul 6, 2026 18:44 UTC

CONCEPT

Generative AI Governance in Health Education — Academic Integrity, Institutional Policies, and Charters

generative AI academic integrity governance health education publishing authorship ICMJE disclosure

Rev 2 · Aug 4, 2026 04:37 UTC

OVERVIEW

Generative AI in Antimicrobial and Small-Molecule Drug Discovery

drug discovery antimicrobial generative AI machine learning deep learning molecular design tuberculosis

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

Generative AI in Healthcare — Automation Bias, Deskilling, and Cognitive Risks

automation bias deskilling clinical reasoning AI cognitive risk physician skills AAMC

Rev 2 · Jul 31, 2026 13:26 UTC

OVERVIEW

Generative AI in Infection Prevention and Healthcare Epidemiology

infection prevention HAI surveillance LLM NLP CLABSI surgical site infection public health surveillance

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

Generative AI in Medical and Health Professions Education — Evidence on Learning Outcomes

generative AI medical education health professions learning outcomes public health clinical reasoning curriculum

Rev 2 · Aug 4, 2026 04:37 UTC

OVERVIEW

Generative AI in Mental Health — Clinical Applications, Risks, and Evidence Base

generative AI mental health clinical applications risks evidence governance nature

Rev 3 · Sep 12, 2026 17:49 UTC

OVERVIEW

Generative AI in Oncology and Immunotherapy — Applications and Evidence

oncology immunotherapy cancer AI checkpoint inhibitors CAR-T treatment planning breast cancer

Rev 1 · Jul 6, 2026 18:44 UTC

OVERVIEW

Generative AI in Orthopedics and Traumatology — Professional Use Patterns and Acceptance in Germany

generative AI orthopedics traumatology ChatGPT professional adoption Germany medical AI survey ethics publishing

Rev 4 · Sep 14, 2026 06:27 UTC

OVERVIEW

Generative AI in Pharmacy — Education, Practice, and Drug Information Services

pharmacy AI drug information OpenEvidence pharmacists clinical decision support

Rev 2 · Jul 14, 2026 01:38 UTC

OVERVIEW

Generative AI Use Among Cancer Patients and Caregivers — Awareness, Attitudes, and the "Silent Usage" Problem

cancer patients caregivers generative AI oncology health literacy digital divide silent usage physician communication

Rev 4 · Sep 11, 2026 04:08 UTC

OVERVIEW

Generative AI Use and Physician Burnout — Perceived Usefulness, Perceived Risk, and Psychological Impact

physician burnout generative AI perceived usefulness perceived risk clinician wellbeing China mixed methods

Rev 4 · Sep 15, 2026 04:07 UTC

OVERVIEW

Generative AI Use in Medical School Application Essays — Prevalence and Admissions Impact

generative AI medical school admissions AI detection academic integrity personal statements

Rev 3 · Sep 10, 2026 06:45 UTC

OVERVIEW

Generative and Foundation AI in Medical Imaging — Bibliometric Analysis 2017–2025

medical imaging generative AI foundation models bibliometrics UK global research

Rev 1 · Jul 31, 2026 17:24 UTC

OVERVIEW

Generative Chemical Language Models for Energetic Materials Discovery

generative AI chemical language models energetic materials drug discovery transfer learning molecular generation

Rev 2 · Sep 16, 2026 04:08 UTC

OVERVIEW

GPT-4 Scripting for Adaptive Optics Retinal Image Analysis — Cone Detection Exploratory Study

GPT-4 adaptive optics retinal imaging cone detection ophthalmology biomarkers clinical research

Rev 1 · Sep 16, 2026 04:08 UTC

ENTITY

GPT-5-Thinking — Bridging the Generalist-Subspecialist Gap in Orbital and Head-and-Neck Tumor MRI

GPT-5 radiology MRI head and neck orbital tumors subspecialist AI generative AI diagnostic imaging

Rev 1 · Sep 16, 2026 04:08 UTC

ENTITY

Health Communications Assessment Checklist — Teaching Tool for AI Bias Detection in Public Health Education

health communications AI bias public health education equity pedagogy checklist health literacy

Rev 4 · Sep 15, 2026 04:07 UTC

ENTITY

ICMJE AI Authorship and Disclosure Policy — January 2026 Revision

ICMJE authorship AI disclosure biomedical publishing peer review generative AI publication ethics COPE

Rev 1 · Aug 4, 2026 04:37 UTC

OVERVIEW

Innovating Global Regulatory Frameworks for Generative AI in Medical Devices

generative AI medical devices global regulation regulatory frameworks Nature urgent priority

Rev 7 · Aug 7, 2026 15:24 UTC

OVERVIEW

Integrating Generative AI into Public Health Education — Student Experiences and Pedagogical Design

generative AI public health education pedagogy student experience mixed methods critical engagement AI literacy

Rev 1 · Aug 4, 2026 04:37 UTC

OVERVIEW

Nature Medicine AI Mental Health Audit Framework — Update and FDA Gap

AI mental health audit framework Nature Medicine FDA governance regulation

Rev 2 · Aug 19, 2026 21:42 UTC

ENTITY

Naver — Dedicated Healthcare Division to Commercialize Medical AI

Naver South Korea healthcare AI medical AI corporate strategy tech company healthcare

Rev 5 · Sep 9, 2026 02:05 UTC

ENTITY

Naver — Dedicated Healthcare Division to Commercialize Medical AI (Updated)

Naver healthcare AI Korea medical AI dedicated division commercialization

Rev 1 · Sep 8, 2026 14:06 UTC

ENTITY

OpenAI Sora 2 — AI-Generated Depression Video Content and Clinical Implications

generative AI mental health video generation Sora depression clinical safety health misinformation

Rev 1 · Sep 15, 2026 04:07 UTC

ENTITY

OpenAI Sora 2 — Depictions of Depression in AI-Generated Video Content and Clinical Implications

Sora 2 OpenAI depression mental health generative video misinformation clinical implications health communication

Rev 1 · Sep 16, 2026 04:08 UTC

ENTITY

OpenIO — AI-Native Framework for Precision Immunotherapy

OpenIO immunotherapy generative AI omics precision oncology foundation models biological scaling laws

Rev 1 · Jul 31, 2026 13:27 UTC

OVERVIEW

Photorealistic Generative AI and Public Health — Synthetic Visual Health Misinformation

photorealistic AI synthetic media public health misinformation health information deepfakes visual evidence AI-generated images health communications

Rev 5 · Sep 14, 2026 06:27 UTC

ENTITY

PockLigGPT — Pocket-Sequence-Conditioned Molecular Generation with GPT and Reinforcement Learning

drug design molecular generation GPT reinforcement learning protein pocket de novo drug design generative AI

Rev 2 · Sep 16, 2026 04:08 UTC

OVERVIEW

Problematic Generative AI Use and Mental Health Risks Among University Students

generative AI mental health university students problematic use health literacy sleep academic anxiety China

Rev 4 · Sep 11, 2026 04:08 UTC

OVERVIEW

Quantitative Ultrasound Parametric Imaging — Generative AI for Near Real-Time Breast Tissue Characterization

quantitative ultrasound breast imaging generative AI parametric imaging deep learning breast cancer clinical imaging

Rev 2 · Sep 16, 2026 04:08 UTC

ENTITY

Radiology Partners — FDA Petition for Imaging AI Regulatory Clarity

Radiology Partners FDA imaging AI regulatory petition radiology medical devices

Rev 10 · Sep 12, 2026 13:49 UTC

CONCEPT

Retrieval-Augmented Generation (RAG) in Clinical AI — Reducing Hallucinations and Improving Reliability

RAG retrieval-augmented generation clinical AI LLM hallucinations radiology

Rev 4 · Aug 11, 2026 23:06 UTC

CONCEPT

Shadow Health Systems — Generative AI Chatbots as Unregulated Healthcare Infrastructure

shadow health systems generative AI chatbots unregulated consumer health STAT News financial incentives

Rev 5 · Aug 20, 2026 00:02 UTC

OVERVIEW

South Korea's MFDS — Clinical Trial Exemption Rules and Generative AI Medical Device Provisions

South Korea MFDS medical AI regulation generative AI clinical trial exemption international regulation

Rev 2 · Jul 31, 2026 13:26 UTC

OVERVIEW

Structure-Aware AI for Drug Discovery — Protein-Ligand Modeling to Generative Biomolecular Design

drug discovery protein-ligand modeling generative AI structural biology molecular design AI drug discovery

Rev 1 · Aug 4, 2026 04:37 UTC

CONCEPT

Synthetic Visual Health Information — Public Health Implications of Photorealistic AI

synthetic media photorealistic AI health misinformation visual evidence public health communication deepfakes health information ecosystem

Rev 1 · Sep 12, 2026 06:29 UTC

OVERVIEW

Teaching MCP, RAG, and AI Agents to Hospital Workforces — Multidisciplinary Training Programs

AI training hospital workforce MCP RAG AI agents LangGraph health IT multidisciplinary workforce development

Rev 5 · Sep 16, 2026 04:08 UTC

OVERVIEW

UK AI Healthcare Regulation — New Laws Needed, 'L-Plates' Proposal

UK regulation AI-healthcare BBC Financial-Times watchdog L-plates safety

Rev 1 · Sep 10, 2026 18:39 UTC

ENTITY

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

ENTITY

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