3816 Use Cases

AI Use Case for Healthcare – Improve Diagnostic Accuracy and Differential Diagnosis in Challenging Cases

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Use case "Improve Diagnostic Accuracy and..." and related
6 use cases
AI Use Case in 🩺Health

Improve Diagnostic Accuracy and Differential Diagnosis in Challenging Cases

Sources: 🐦 Tweet by @EricTopol 🌐 www.nature.com
Helps: IM Physicians Nurse Practitioners (NPs) Occupational Therapists (OTs) +7 more
AI Features: Text Classification Logical Reasoning +3 more
3 months ago
AI Use Case in 🩺Health

Generate Expanded Diagnostic Pathways for Medical Conditions

Sources: 🐦 Tweet by @emollick 🐦 Tweet by @LiamGMcCoy
Helps: Physician Assistants (PAs) Nurse Practitioners (NPs) Internal Medicine Physicians (IM Physicians) +5 more
AI Features: Commonsense Reasoning
2 months ago
AI Use Case in 🩺Health

Outperform Physicians in Urgent Care Decisions in Real-World Settings

Sources: 🐦 Tweet by @HeinzVHoenen 🐦 Tweet by @SpirosMargaris 🌐 www.nanoappsmedical.com
Helps: Nurse Practitioners (NP) Emergency Medicine Physicians Radiologists +2 more
3 months ago
AI Use Case in 🩺Health

Enhance Cancer Treatment Decisions with Precise LLM Recommendations

Sources: 🐦 Tweet by @PearlF 🐦 Tweet by @zakkohane 🌐 ai.nejm.org
Helps: IM Physicians OB/GYN Physicians Anesthesiologists +4 more
AI Features: Recommendation Personal Planning +1 more
3 months ago
AI Use Case in 🩺Health

Diagnose Benign Skin Lesions Quickly and Accurately

Sources: 🐦 Tweet by @SpirosMargaris 🐦 Tweet by @SpirosMargaris 🌐 www.bbc.com +1 more
Helps: Diagnostic Medical Sonographers Radiologists NPs +4 more
3 months ago
AI Use Case in 🩺Health

Analyze Virtual Urgent Care Cases Compared to Physician Evaluations

Sources: 🐦 Tweet by @ramez 🐦 Tweet by @BrettKing
Helps: Nurse Practitioners (NPs) Internal Medicine Physicians (IM Physicians) Family Practice Physicians (FP Physicians) +2 more
AI Features: Text Classification
4 months ago
AI Use Case in 🩺 Healthcare

Improve Diagnostic Accuracy and Differential Diagnosis in Challenging Cases

Clinicians use an AI diagnostic reasoning tool (AMIE by Google DeepMind) to enhance diagnostic accuracy and patient-centered conversations. Leveraging simulated self-play environments and automated feedback, AMIE improves diagnostic accuracy (59.1% vs. 33.6% unassisted) and conversational quality metrics.
Helps: IM Physicians Nurse Practitioners (NPs) Occupational Therapists (OTs) Neurologists Radiologists Physician Assistants (PAs) Psychiatric NPs Naturopaths Psychiatrists Genetic Counselors
AI Features: Text Classification Logical Reasoning Multi-turn Dialogue Agentic Reasoning Question Answering
Apr 9, 2025

AI Mentioned (1)

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PaLM 2 Model

Sources (2)

“2 important papers @Nature today indicate the potential for #AI...”

🐦 Tweet by @EricTopol • Apr 9, 2025

“Towards conversational diagnostic artificial intelligence”

🌐 www.nature.com • Apr 9, 2025

https://www.nature.com/articles/s41586-025-08866-7

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