Shwetak Patel
- Towards Accurate Differential Diagnosis with Large Language Models
2023/11/30 by Daniel McDuff, Mike Schaekermann, McDuff, Daniel +58 · 5 voices · 39 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CY
- Towards a Science of Scaling Agent Systems
2025/12/09 by Yubin Kim, Ken Gu, Kim, Yubin +36 · 11 voices · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Large Language Models are Few-Shot Health Learners
2023/05/24 by Xin Liu, Liu, Xin, Daniel McDuff +21 · 1 voice · 16 citations
Computer Science · #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.LG
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
2020/06/06 by Xin Liu, Josh Fromm, Liu, Xin +5 · 23 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Healthcare Technology and Patient Monitoring #Image and Video Processing (eess.IV) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
2021/10/09 by Xin Liu, Brian L. Hill, Liu, Xin +7 · 15 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
- rPPG-Toolbox: Deep Remote PPG Toolbox
2022/10/03 by Xin Liu, Girish Narayanswamy, Liu, Xin +14 · 14 citations
Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Hemodynamic Monitoring and Therapy #Optical Imaging and Spectroscopy Techniques
- Towards a Personal Health Large Language Model
2024/06/10 by Justin Cosentino, Anastasiya Belyaeva, Cosentino, Justin +65 · 1 voice · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- MMPD: Multi-Domain Mobile Video Physiology Dataset
2023/02/08 by Jiankai Tang, Kequan Chen, Tang, Jiankai +11 · 12 citations
Engineering · Environmental Science · Medicine · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
- Towards accurate differential diagnosis with large language models
2025/04/09 by Daniel McDuff, Mike Schaekermann, Tao Tu +25 · 1 voice · 25 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
- Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
2024/02/22 by Yuzhe Yang, Yujia Liu, Yang, Yuzhe +15 · 10 citations
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection
2021/10/26 by Chunjong Park, Park, Chunjong, Anas Awadalla +5 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
2022/11/04 by Xuhai Xu, Han Zhang, Xu, Xuhai +29 · 3 citations
Psychology · Computer Science · #Digital Mental Health Interventions #Innovative Human-Technology Interaction #Mental Health Research Topics
- Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
2023/03/21 by Akshay Paruchuri, Paruchuri, Akshay, Xin Liu +8 · 3 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hemodynamic Monitoring and Therapy #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
- SensorLM: Learning the Language of Wearable Sensors
2025/06/10 by Yuwei Zhang, Zhang, Yuwei, Kumar Ayush +37 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- LSM-2: Learning from Incomplete Wearable Sensor Data
2025/06/05 by Maxwell A. Xu, Xu, Maxwell A., Girish Narayanswamy +47 · 6 citations
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
- Smartphone Camera Oximetry in an Induced Hypoxemia Study
2021/03/31 by Jason S. Hoffman, Hoffman, Jason S., Varun Viswanath +11 · 1 citation
Engineering · Medicine · #Chronic Obstructive Pulmonary Disease (COPD) Research #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Respiratory Support and Mechanisms
- Federated Remote Physiological Measurement with Imperfect Data
2022/03/11 by Xin Liu, Liu, Xin, Mingchuan Zhang +7 · 1 citation
Computer Science · Environmental Science · #Privacy-Preserving Technologies in Data #Air Quality Monitoring and Forecasting #IoT and Edge/Fog Computing
- DopFone: Doppler-Based Fetal Heart Rate Estimation Using Commodity Smartphones
2025/12/02 by Poojita Garg, Mingzhuo Ma, Hayley J. MacKinnon +4 · 1 voice
Medicine · #Neonatal and fetal brain pathology #ECG Monitoring and Analysis #Phonocardiography and Auscultation Techniques