University of Illinois Urbana-Champaign
University · 3 recorded authors · 10 linked papers · 9 linked models
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Highlights
- papers
- 10
- models
- 9
- authors
- 3
- SOTA
- 3
- Cuffless blood pressure · PPG-BPMAE (mmHg) 8.878 · Pulse-PPG · Share
- Hypertension · PPG-BPAUROC 0.7971 · Pulse-PPG · Share
- Stress / affect · WESADAUROC 0.9687 · Pulse-PPG · Share
+1 more SOTA results on the linked model pages.
These connections come from recorded author affiliations. Linked works are deduplicated across those authors; they are not an institutional output ranking or proof that each work was produced here. Affiliations may be historical.
Researchers
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Recorded affiliation text (1)
- University of Illinois Urbana-Champaign, Urbana, Illinois, USA
Source: the linked author records in the research atlas.
Linked models
Pulse-PPGFoundation modelPPG2025 · Open weights
VarMAEvariable-input masked autoencoder for wrist-worn accelerometryFoundation modelIMU2026
Google LSM-2 / AIMFoundation modelPPGIMUEDA2025
RelConFoundation modelIMU2024
SensorFM (Google)Foundation modelPPGIMUEDA2026
Bio-PMFoundation modelIMU2026 · Open weights
GlucoFMFoundation modelGlucose2026
OpenTSLMTime-Series Language Models (Stanford / ETH Zurich)ECGIMUEEG2025 · Open weights
SensorLMFoundation modelPPGIMUSpO₂2025
Linked papers
Variable Input Masked Autoencoders for Wrist-Worn Accelerometry (VarMAE)ICLR 2027 submission · 2026
SensorFM: Toward a General Intelligence and Interface for Wearable Health DataarXiv preprint · 2026
Bio-PM: Bio-Inspired Self-Supervised Learning for Wrist-worn Accelerometer DataarXiv preprint · 2026
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose MonitoringarXiv preprint · 2026
Insulin Resistance Prediction from Wearables and Routine Blood BiomarkersNature 2026 · 2026
Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field SettingsProceedings of the ACM on Interactive, Mob · 2025
LSM-2: Learning from Incomplete Wearable Sensor DataGoogle Research blog · 2025
SensorLM: Learning the Language of Wearable SensorsarXiv preprint · 2025
RelCon: Relative Contrastive Learning for a Motion Foundation ModelarXiv preprint · 2024
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable DataICLR 2025 · 2024
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