36 citations · 37 across the 3 of their papers we have counts for
3 papers
cs.CV2025
A High-Throughput Platform to Bench Test Smartphone-Based Heart Rate Measurements Derived From Video
Ming-Zher Poh, Jonathan Wang, Jonathan Hsu +6
Smartphone-based heart rate (HR) monitoring apps using finger-over-camera photoplethysmography (PPG) face significant challenges in performance evaluation and device compatibility…
cs.LG2025★ 1 cited
LSM-2: Learning from Incomplete Wearable Sensor Data
Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush +22
Foundation models, a cornerstone of recent advancements in machine learning, have predominantly thrived on complete and well-structured data. Wearable sensor data frequently suffer…
cs.CL2023★ 36 cited
Large Language Models are Few-Shot Health Learners
Xin Liu, Daniel McDuff, Geza Kovacs +7
Large language models (LLMs) can capture rich representations of concepts that are useful for real-world tasks. However, language alone is limited. While existing LLMs excel at tex…