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AI Use Case for Healthcare – Stratify Alzheimer’s Patients to Reduce Trial Sample Size

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Use case "Stratify Alzheimer’s Patients to..." and related
6 use cases
AI Use Case in 🩺Health

Stratify Alzheimer’s Patients to Reduce Trial Sample Size

Sources: 🐦 Tweet by @EricTopol 🌐 www.nature.com
Helps: Biostatisticians Clinical Data Managers BI Analysts +2 more
AI Features: Text Classification Commonsense Reasoning
2 months ago
AI Use Case in 🩺Health

Predict Age-Related Disease Risks for Proactive Personalized Healthcare

Sources: 🐦 Tweet by @EricTopol 🌐 app.magellan.ai
Helps: Biostatisticians
AI Features: Personal Planning Question Answering
4 months ago
AI Use Case in 🩺Health

Enhance Cognitive Performance with Real-Time Neurofeedback and Gamification

Sources: 🐦 Tweet by @glfceo 🌐 NextMed.Health 🌐 NextMed.Health
Helps: Biostatisticians Data Scientists Clinical Data Managers +3 more
AI Features: Personal Planning Text Generation
5 months ago
AI Use Case in 🩺Health

Analyze Patient Diagnostic Data for Accurate and Efficient Diagnostics

Sources: 🐦 Tweet by @daniel_kraft 🌐 NextMed.Health
Helps: Radiologists Healthcare Analysts Biostatisticians +2 more
AI Features: Text Classification Text Generation
5 months ago
AI Use Case in 🩺Health

Deploy GenAI Systems to Drive Real-World Healthcare Impact

Sources: 🐦 Tweet by @glfceo
Helps: Healthcare Data Analysts Biostatisticians Software Developers +3 more
AI Features: Text Generation
2 months ago
AI Use Case in 🩺Health

Extract Medical Entities from Healthcare Text for Privacy-Compliant Research

Sources: 🐦 Tweet by @MaziyarPanahi 🐦 Tweet by @Scobleizer 🌐 huggingface.co +3 more
Helps: Data Scientists Clinical Data Managers Statisticians +3 more
AI Features: Text Classification Content Moderation
2 months ago
AI Use Case in 🩺 Healthcare

Stratify Alzheimer’s Patients to Reduce Trial Sample Size

Pharmaceutical researchers use a predictive prognostic model (PPM), leveraging GMLVQ trajectory models trained on multimodal data, to stratify Alzheimer’s patients at early stages by progression risk. This reduces trial enrollment size by 90% and yields 46% slower cognitive decline in eligible patients.
Helps: Biostatisticians Clinical Data Managers BI Analysts Health Informatics Analysts Systems Analysts
AI Features: Text Classification Commonsense Reasoning
Jul 17, 2025

Sources (2)

“An A.I. model that predicts the course of Alzheimer's disease...”

🐦 Tweet by @EricTopol • Jul 17, 2025

“AI-guided patient stratification improves outcomes and efficiency in the AMARANTH Alzheimer’s Disease clinical trial”

🌐 www.nature.com • Jul 17, 2025

https://www.nature.com/articles/s41467-025-61355-3

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