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HeartGPT (PPG-PT)

Imperial College London (Davies et al.) · PPGPT_500k_iters · 2024

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Code & model weights public

GPT-style decoder-only Transformer pretrained via next-token prediction on tokenized PPG time series, the companion model to ECG-PT (HeartGPT) in the same repository. Individual attention heads respond to physiologically meaningful waveform features such as the dicrotic notch, and the model can be fine-tuned for wearable-based cardiac screening tasks. Developed at Imperial College London.

PPG / wearable

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PPG / Wearable

General Purpose / Multi-task

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General / Foundation

Generation

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Generation

Transformer

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Transformer

PyTorch

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PyTorch

MIT

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Permissive


Model ID: 0047