Peter H. Charlton
Photo: GitHub @peterhcharlton (GitHub profile)
University of Cambridge
ORCID iDHighlights
- papers
- 4
- model
- 1
- MAE (mmHg) 13.9Cuffless blood pressure · PulseDB (in-distribution, no calibration) · XResNet1d101
Latest paper · 2026
MIMIC-III-Ext-PPG: A PPG Benchmark Dataset for Cardiorespiratory AnalysisPeter H. Charlton has 4 papers in the ChatPPG research atlas (2024–2026), linked to 1 model, with work using 1 dataset and 8 co-authors in the atlas. Main topics: ecg, contrastive, ssl, clinical-metadata, foundation-model, PPG.
Papers
MIMIC-III-Ext-PPG: A PPG Benchmark Dataset for Cardiorespiratory AnalysisPhysioNet [dataset] · 2026
CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation ModelsarXiv preprint · 2025- Generalizable deep learning for photoplethysmography-based blood pressure estimation — A benchmarking studyMachine Learning: Health · 2025
- pyPPG: A Wearable PPG Analysis ToolboxOpen-source toolbox · 2024
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