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CVAI Catalog

Cardiovascular artificial intelligence models for discovery, comparison, and reuse

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1 model found

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1 public code

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1 public weights

PTB-XL benchmark ECG classifier (xresnet1d101)

Fraunhofer HHI (Strodthoff et al.) · 2021

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Code & model weights public

Reference benchmark suite for the PTB-XL ECG dataset, providing pretrained xresnet1d, InceptionTime, LSTM, and CPC-pretrained models for 71-label, diagnostic, sub-diagnostic, and super-diagnostic classification of ECG findings. Widely used as a standardized baseline for comparing new ECG classification methods. Developed by Strodthoff et al. at Fraunhofer HHI.

12-lead ECG

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ECG

General Purpose / Multi-task

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General / Foundation

Multi-label classification

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Classification

CNN (1D)

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Convolutional (CNN)

PyTorch

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PyTorch

GPL 3.0

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Copyleft

Model ID: 0029

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Subject Count: 18,885