XAI_SignalCAM
importedsoftware/xai-signalcam
PyTorch implementation of the lightweight CNN-based ECG classification approach with integrated explainable AI (XAI) capabilities presented in the paper "Lightweight Data-driven ECG Classification…
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- GPL-3.0(osi)
- Status
- active
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Repository
- github.com/rytisss/XAI_SignalCAM
- Documentation
- unknown
- Tags
- biomedical-engineering · classification · cnn · ecg · explainable-ai · pytorch · signal-processing
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- breathing-rate-rsabiomedical-engineering · ecg · signal-processing
Implementation of the methods used to calculate (average) respiratory rate from heart rate variability as shown in the paper by Schafer and Kratky (2008).
- IMLE-Netecg · explainable-ai · pytorch
Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"
- lstm-qrs-detectorcnn · ecg · signal-processing
CNN-LSTM based QRS detector for ECG signals
- fNIRSNetclassification · cnn · pytorch
CNN-based fNIRS classification: Rethinking Delayed Hemodynamic Responses for fNIRS Classification
- ecgxaiecg · explainable-ai
Neatly packaged AI methods for explainable ECG analysis
- EEG-Feature-Extraction-Toolboxclassification · signal-processing
This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.
- api.github.com/repos/rytisss/XAI_SignalCAMretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2026-02-10, 5 stars, license reported as GPL-3.0. Category and schematic were assigned by keyword heuristics and are unreviewed.
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/v1/entries/63.json→ .entries["xai-signalcam"]
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