Personalized Medicine and Adaptive Interventions

Research on using LLMs for personalized treatment and just-in-time adaptive interventions

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Personalized Medicine and Adaptive Interventions

Research on Large Language Models in Personalized Medicine and Adaptive Interventions

Revolutionizing Clinical Trial Prediction

Revolutionizing Clinical Trial Prediction

Using Large Language Models to Save Time and Money in Drug Development

Harnessing LLMs for Quantitative Knowledge

Harnessing LLMs for Quantitative Knowledge

Novel framework for extracting numerical data from language models

Revolutionizing Digital Health with LLMs

Revolutionizing Digital Health with LLMs

Using AI to Personalize Just-in-Time Health Interventions

Automating Knowledge Integration

Automating Knowledge Integration

Leveraging human knowledge in machine learning without manual engineering

AI Health Coaches for Everyone

AI Health Coaches for Everyone

Using LLMs to Deliver Personalized Physical Activity Support

LLMs as Zero-Shot Activity Recognizers

LLMs as Zero-Shot Activity Recognizers

Leveraging AI's Common-Sense Knowledge for Smart Home Applications

NutriBench: AI-Powered Nutrition Estimation

NutriBench: AI-Powered Nutrition Estimation

First benchmark for evaluating LLMs on nutrition prediction from meal descriptions

Evolution of Recommender Systems

Evolution of Recommender Systems

From Traditional Methods to Large Language Models (2017-2024)

Personalizing AI: Beyond One-Size-Fits-All

Personalizing AI: Beyond One-Size-Fits-All

How LLMs can be aligned with individual personality traits

Diabetica: AI-Powered Diabetes Care

Diabetica: AI-Powered Diabetes Care

Specialized LLMs for comprehensive diabetes management

AI-Powered Japanese Recipe Generation

AI-Powered Japanese Recipe Generation

Bridging Visual Food Understanding and Cultural Cooking Instructions

Portable Personalization for Evolving LLMs

Portable Personalization for Evolving LLMs

Adapt once, apply everywhere - without retraining

LLaMo: Preserving Motion in Native Form

LLaMo: Preserving Motion in Native Form

A breakthrough in human motion understanding for AI systems

AI-Powered Home Rehabilitation for Stroke Patients

AI-Powered Home Rehabilitation for Stroke Patients

Multimodal smart platform for continuous monitoring and personalized assistance

Personalized AI: Brain-Inspired Models

Personalized AI: Brain-Inspired Models

Merging human cognitive principles with AI for better medical applications

AI-Powered Remote Monitoring for Cancer Patients

AI-Powered Remote Monitoring for Cancer Patients

Using Large Language Models to Transform Postoperative Care

The Rise of Medical AI Agents

The Rise of Medical AI Agents

Exploring the architecture and potential of LLM-based healthcare assistants

Personalizing AI for Individual Users

Personalizing AI for Individual Users

How PLLMs deliver tailored experiences through user-specific data

HealthGuru: Smarter Sleep Support

HealthGuru: Smarter Sleep Support

AI-Powered Personalization Combining Data and Behavior Change Theory

Culturally Sensitive AI for Reproductive Health

Culturally Sensitive AI for Reproductive Health

Advancing healthcare access through context-aware LLM chatbots

LLMs for Long-term User Success

LLMs for Long-term User Success

New framework for conversational planning across multiple sessions

AI-Powered Personalized Nutrition

AI-Powered Personalized Nutrition

Revolutionizing Diet Adherence Through Intelligent Meal Planning

AI-Powered TB Care Revolution

AI-Powered TB Care Revolution

Leveraging LLMs to Transform Patient Support in Resource-Limited Settings

Personalizing LLM Reasoning for Healthcare

Personalizing LLM Reasoning for Healthcare

Enhancing AI dietary recommendations through causal graphs

AI-Powered Doctor Recommendations

AI-Powered Doctor Recommendations

Enhancing Medical Matchmaking with Large Language Models

AdaptAI: Personalizing Workplace Wellness

AdaptAI: Personalizing Workplace Wellness

AI-powered stress detection and productivity enhancement tailored to individuals

Quantum Computing Meets LLMs

Quantum Computing Meets LLMs

Overcoming LoRA's Limitations with Quantum-Enhanced Fine-Tuning

Knowledge-Enhanced Messaging

Knowledge-Enhanced Messaging

Using Knowledge Graphs & LLMs for Personalized Communications

AI-Powered Future Self Visualization

AI-Powered Future Self Visualization

Using LLMs to Deliver Personalized Health Interventions

Tailoring AI Agent Personalities

Tailoring AI Agent Personalities

Creating distinctive AI personalities through psychological diagnostics

Personalized Medical Planning with AI

Personalized Medical Planning with AI

A Two-Stage Approach to AI-Generated Treatment Plans

The Social Construction of Medical Treatment

The Social Construction of Medical Treatment

How Online Peer Support Shapes Patient Decision-Making

Evaluating Health LLMs at Scale

Evaluating Health LLMs at Scale

A novel framework for assessing LLMs in healthcare applications

Key Takeaways

Summary of Research on Personalized Medicine and Adaptive Interventions