Daniel Teichmann
Daniel Teichmann has 1 paper in the ChatPPG research atlas (2026) and 7 co-authors in the atlas. Main topics: ECG, AF, benchmark, evaluation, preprint.
Papers
- FOUND-AF: Benchmarking ECG Foundation Models for Atrial Fibrillation Detection2026 · arXiv preprint
FOUND-AF benchmarks ECG foundation models for atrial fibrillation detection under identical, leakage-controlled conditions. It evaluates nine public models from five families, including HuBERT-ECG, CLEF, ST-MEM, ECG-JEPA and ECGFounder, on four datasets: AFDB, CinC2017, CPSC2021 and LTAFDB.
- Published: arXiv preprint, 2026
- Signals: ECG
- Models: 9 public FMs from 5 families