Cover Image

Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abbasian, Mahyar, Khatibi, Elahe, Azimi, Iman, Oniani, David, Abad, Zahra Shakeri Hossein, Thieme, Alexander, Sriram, Ram, Yang, Zhongqi, Wang, Yanshan, Lin, Bryant, Gevaert, Olivier, Li, Li-Jia, Jain, Ramesh, Rahmani, Amir M.
Format:	Preprint
Published:	2023
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ALCM: Autonomous LLM-Augmented Causal Discovery Framework
by: Khatibi, Elahe, et al.
Published: (2024)

ChatDiet: Empowering Personalized Nutrition-Oriented Food Recommender Chatbots through an LLM-Augmented Framework
by: Yang, Zhongqi, et al.
Published: (2024)

Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients
by: Abbasian, Mahyar, et al.
Published: (2024)

Conversational Health Agents: A Personalized LLM-Powered Agent Framework
by: Abbasian, Mahyar, et al.
Published: (2023)

Empathy Through Multimodality in Conversational Interfaces
by: Abbasian, Mahyar, et al.
Published: (2024)

Personal Care Utility (PCU): Building the Health Infrastructure for Everyday Insight and Guidance
by: Abbasian, Mahyar, et al.
Published: (2025)

PerCaM-Health: Personalized Dynamic Causal Graphs for Healthcare Reasoning
by: Khatibi, Elahe, et al.
Published: (2026)

TransECG: Leveraging Transformers for Explainable ECG Re-identification Risk Analysis
by: Wang, Ziyu, et al.
Published: (2025)

Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis
by: Subramanian, Ajan, et al.
Published: (2024)

Differential Private Federated Transfer Learning for Mental Health Monitoring in Everyday Settings: A Case Study on Stress Detection
by: Wang, Ziyu, et al.
Published: (2024)

Integrating Wearable Sensor Data and Self-reported Diaries for Personalized Affect Forecasting
by: Yang, Zhongqi, et al.
Published: (2024)

MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
by: Wang, Ziyu, et al.
Published: (2025)

CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation
by: Khatibi, Elahe, et al.
Published: (2025)

Query-Conditioned Graph Retrieval for Contextualized LLM Reasoning in Personalized Wearable Data
by: Lu, Zhenyu, et al.
Published: (2026)

Evaluating Causal Discovery Algorithms for Path-Specific Fairness and Utility in Healthcare
by: Nagesh, Nitish, et al.
Published: (2026)

Personalized Digital Health Modeling with Adaptive Support Users
by: Yang, Zhongqi, et al.
Published: (2026)

Building Trust in Mental Health Chatbots: Safety Metrics and LLM-Based Evaluation Tools
by: Park, Jung In, et al.
Published: (2024)

Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval
by: Azimi, Iman, et al.
Published: (2024)

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
by: Feli, Mohammad, et al.
Published: (2025)

Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
by: Kazemi, Kianoosh, et al.
Published: (2024)

Personalized Causal Graph Reasoning for LLMs: An Implementation for Dietary Recommendations
by: Yang, Zhongqi, et al.
Published: (2025)

Linkage Attacks Expose Identity Risks in Public ECG Data Sharing
by: Wang, Ziyu, et al.
Published: (2025)

Membership Inference Attacks Expose Participation Privacy in ECG Foundation Encoders
by: Wang, Ziyu, et al.
Published: (2026)

CARE-ECG: Causal Agent-based Reasoning for Explainable and Counterfactual ECG Interpretation
by: Khatibi, Elahe, et al.
Published: (2026)

Detecting Bias and Enhancing Diagnostic Accuracy in Large Language Models for Healthcare
by: Zahraei, Pardis Sadat, et al.
Published: (2024)

Food Recommendation as Language Processing (F-RLP): A Personalized and Contextual Paradigm
by: Rostami, Ali, et al.
Published: (2024)

MIMIC-Sepsis: A Curated Benchmark for Modeling and Learning from Sepsis Trajectories in the ICU
by: Huang, Yong, et al.
Published: (2025)

MedSpeak: A Knowledge Graph-Aided ASR Error Correction Framework for Spoken Medical QA
by: Song, Yutong, et al.
Published: (2026)

Incorporating Error Level Noise Embedding for Improving LLM-Assisted Robustness in Persian Speech Recognition
by: Rahmani, Zahra, et al.
Published: (2025)

Large Language Models Vote: Prompting for Rare Disease Identification
by: Oniani, David, et al.
Published: (2023)

A head‐to‐head comparison of situational judgment tests and assessment centers for measuring and predicting the same performance dimensions
by: Iman Shakeri, et al.
Published: (2024)

Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach
by: Kazemi, Kianoosh, et al.
Published: (2025)

Loneliness Forecasting Using Multi-modal Wearable and Mobile Sensing in Everyday Settings
by: Yang, Zhongqi, et al.
Published: (2024)

MegaChat: A Synthetic Persian Q&A Dataset for High-Quality Sales Chatbot Evaluation
by: Rahmani, Mahdi, et al.
Published: (2025)

Machine Learning for Everyone: Simplifying Healthcare Analytics with BigQuery ML
by: Salari, Mohammad Amir, et al.
Published: (2025)

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
by: Oniani, David, et al.
Published: (2024)

Emerging Opportunities of Using Large Language Models for Translation Between Drug Molecules and Indications
by: Oniani, David, et al.
Published: (2024)

Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach
by: Kazemi, Kianoosh, et al.
Published: (2024)

Frequency‐Dependent Electrical Conductivity in Polymer Nanocomposites Based on the Impacts of Dispersion Quality and Polymer/Particle Interphase
by: Esmail Sharifzadeh, et al.
Published: (2025)

Gastrancistrus puncticollis
by: Rahmani, Zahra, et al.
Published: (2022)