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Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"

License: Apache License 2.0

Python 99.27% Dockerfile 0.73%
explainable-ai deep-learning attention-mechanism ecg arrhythmia myocardial-infarction pytorch tensorflow2 time-series heart-disease

imle-net's Introduction

Hi there , this is Likith!

About Me:

  • 🏦 I'm currently working as a Research Engineer, applying deep learning on multi-modal medical data.
  • 💻 I use daily .py, torch, docker, azure, sklearn, tf

🧰 Toolbox:


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imle-net's Issues

ValueError: axes don't match array

When use the imle_net.h5 offered by this github, and then ”python inference.py --data_dir data/ptb --model imle_net --batchsize 32“。the model.load_wight() is error:"ValueError: axes don't match array"

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