An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation

An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation

18 February 2025

Papers citing "An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation"

12 / 12 papers shown

Title
MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis Nimeesha Chan Felix Parker William Bennett Tianyi Wu Mung Yao Jia James Fackler Kimia Ghobadi AI4TS 53 3 0 14 Aug 2024
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting Hyungjun Yoon Biniyam Aschalew Tolera Taesik Gong Kimin Lee Sung-Ju Lee 60 8 0 15 Jul 2024
PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models Cathy Mengying Fang Valdemar Danry Nathan W Whitmore Andria Bao Andrew Hutchison Cayden Pierce Pattie Maes LM&MA AI4MH 84 10 0 27 Jun 2024
Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals Zengding Liu Chen Chen Jiannong Cao Minglei Pan Jikui Liu Nan Li F. Miao Ye Li 63 2 0 26 Jun 2024
Towards a Personal Health Large Language Model J. Cosentino Anastasiya Belyaeva Xin Liu N. Furlotte Zhun Yang ... S. Shetty Jiening Zhan Shruthi Prabhakara Daniel J. McDuff Cory Y. McLean AI4MH 20 16 0 10 Jun 2024
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data Y. Kim X. Xu Daniel J. McDuff C. Breazeal Hae Won Park AI4MH LM&MA 68 62 0 12 Jan 2024
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 54 141 0 12 Dec 2023
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models Jiankai Tang Kegang Wang Hongming Hu Xiyuxing Zhang Peiyu Wang Xin Liu Yuntao wang LM&MA AI4MH 27 3 0 21 Nov 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 46 30 0 10 Oct 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework Mahyar Abbasian Iman Azimi Amir M. Rahmani Ramesh C. Jain AI4CE LM&MA 83 72 0 03 Oct 2023
Large Language Models are Few-Shot Health Learners Xin Liu Daniel J. McDuff G. Kovács I. Galatzer-Levy Jacob Sunshine Jiening Zhan M. Poh Shun Liao P. Achille Shwetak N. Patel LM&MA AI4MH 87 106 0 24 May 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao Dian Yu Jeffrey Zhao Izhak Shafran Thomas Griffiths Yuan Cao Karthik Narasimhan LM&Ro LRM AI4CE 104 1,850 0 17 May 2023