From Classification to Clinical Insights: Towards Analyzing and
Reasoning About Mobile and Behavioral Health Data With Large Language Models

From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models

21 November 2023

Zachary Englhardt

Margaret E. Morris

Chun-Cheng Chang

Daniel J. McDuff

Shwetak N. Patel

Papers citing "From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models"

14 / 14 papers shown

Title
Exploring Personalized Health Support through Data-Driven, Theory-Guided LLMs: A Case Study in Sleep Health Xingbo Wang Janessa Griffith Daniel A. Adler Joey Castillo Tanzeem Choudhury Fei Wang LM&MA AI4MH 49 0 0 20 Feb 2025
MindScape Study: Integrating LLM and Behavioral Sensing for Personalized AI-Driven Journaling Experiences Subigya Nepal Arvind Pillai William Campbell Talie Massachi Michael V. Heinz ... Colin A. Depp Nicholas C. Jacobson Mary Czerwinski Eric L. Granholm Andrew T. Campbell 15 7 0 15 Sep 2024
Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges Emilio Ferrara LM&MA 29 12 0 09 Jul 2024
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data Aritra Hota S. Chatterjee Sandip Chakraborty 19 10 0 02 Mar 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 21 59 0 12 Jan 2024
Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 27 25 0 01 Nov 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 198 283 0 03 May 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 114 366 0 24 Mar 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT Mostafa M. Amin Erik Cambria Björn W. Schuller AI4MH 49 70 0 03 Mar 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 121 181 0 22 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 205 364 0 15 Oct 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 264 1,798 0 14 Dec 2020