Alternatives and similar repositories for SDI

Users that are interested in SDI are comparing it to the libraries listed below

• CHENJIAR3 / MCMA
  Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG
  ☆21Updated 9 months ago
• AI4HealthUOL / CardioLab
  This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…
  ☆16Updated last week
• AI4HealthUOL / s4sleep
  Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
  ☆18Updated 2 years ago
• dlcjfgmlnasa / SynthSleepNet
  [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
  ☆34Updated 3 months ago
• danikiyasseh / CLOPS
  [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS
  ☆20Updated 3 years ago
• sehunfromdaegu / ECG_JEPA
  ☆27Updated 4 months ago
• StefanHeng / ECG-Representation-Learning
  Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision
  ☆29Updated 4 months ago
• Runz96 / SQUWA
  Implementation for Paper "Signal Quality Weighted Fusion of Attentional Convolution and Recurrent Neural Network"
  ☆13Updated last year
• HychaoWang / SleepKD
  Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)
  ☆11Updated 2 years ago
• Ankur-Samanta / MVMTnet-Transformer_ECGClassification
  MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…
  ☆16Updated 2 years ago
• Jwoo5 / ecg-qa
  Official repository for distributing ECG-QA dataset
  ☆91Updated 8 months ago
• lirus7 / PPG-BP-Analysis
  ☆21Updated 3 years ago
• neergaard / deep-sleep-pytorch
  ☆17Updated 4 years ago
• Zaozzz / ECG-Expert-QA
  ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis
  ☆32Updated 9 months ago
• klean2050 / tiles_ecg_model
  [JBHI 2024] Self-supervised pre-training on ECG collected in the wild
  ☆15Updated 2 years ago
• stmilab / ArterialNet
  ArterialNet reconstructs arterial blood pressure (ABP) waveform
  ☆13Updated 10 months ago
• nengwp / CCRRSleepNet
  CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG
  ☆12Updated 4 years ago
• Jwoo5 / fairseq-signals
  A collection of deep learning models for ECG data processing based on fairseq framework
  ☆139Updated 6 months ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆47Updated 2 years ago
• XueJiang16 / ssl-torch
  ☆38Updated 4 years ago
• joncarter1 / wav2sleep
  A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals
  ☆35Updated 7 months ago
• Dreem-Organization / dreem-learning-evaluation
  Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
  ☆35Updated 4 years ago
• wjq-learning / CareSleepNet
  [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging
  ☆14Updated 7 months ago
• kedarps / DeepSleepNet
  Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017
  ☆12Updated 7 years ago
• AI4HealthUOL / ECG-MIMIC
  Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…
  ☆54Updated 8 months ago
• PKUDigitalHealth / HeartLang
  [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …
  ☆40Updated 6 months ago
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆54Updated 2 years ago
• harryjdavies / HeartGPT
  Interpretable Pre-Trained Transformers for Heart Time-Series Data
  ☆50Updated 5 months ago
• tmehari / ssm_ecg
  ☆23Updated 2 years ago
• Jielin-Qiu / Transfer_Knowledge_from_Language_to_ECG
  [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…
  ☆18Updated last year