Alternatives and similar repositories for Medformer

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

• DL4mHealth / COMET
  [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series
  ☆76Updated last year
• BobZwr / Cross-Reconstruction-Transformer
  The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…
  ☆50Updated 2 years ago
• aikunyi / MedGNN
  Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
  ☆23Updated 9 months ago
• DL4mHealth / ADformer
  An End-to-end Transformer for Alzheimer's Disease Detection
  ☆18Updated 2 months ago
• xiwenc1 / TimeMIL
  The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
  ☆59Updated 11 months ago
• bakqui / ST-MEM
  [ICLR2024] Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
  ☆55Updated 5 months ago
• Navidfoumani / EEG2Rep
  KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
  ☆76Updated 2 weeks ago
• cheliu-computation / MERL-ICML2024
  ☆74Updated last month
• JAEarly / MILTimeSeriesClassification
  Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
  ☆51Updated last year
• DL4mHealth / Contrastive-Learning-in-Medical-Time-Series-Survey
  A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series
  ☆31Updated last year
• ziyujia / MSTGCN
  Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
  ☆81Updated 6 months ago
• emadeldeen24 / CA-TCC
  [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
  ☆162Updated last year
• bruAristimunha / Synthetic-Sleep-EEG-Signal-Generation-using-Latent-Diffusion-Models
  Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.
  ☆58Updated last year
• MUYang99 / MPTSNet
  MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]
  ☆30Updated 6 months ago
• linhduongtuan / GraphECGNet
  The repository is associated with a paper titled "Fusion of edge detection and graph neural networks for classifying electrocardiogram si…
  ☆24Updated 2 years ago
• DL4mHealth / SSL_Comparison
  A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?
  ☆39Updated 2 years ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆47Updated 2 years ago
• Armanfard-Lab / EEG-CGS
  [AAAI 2023] Python implementation of Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analy…
  ☆42Updated 2 years ago
• xuanmay2701 / shapeformer
  ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
  ☆113Updated 10 months ago
• ztony0712 / MCA
  [MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
  ☆55Updated 10 months ago
• tsy935 / graphs4mer
  ☆58Updated 2 years ago
• tmehari / ssm_ecg
  ☆22Updated 2 years ago
• PKUDigitalHealth / HeartLang
  [ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language …
  ☆34Updated 3 months ago
• ysxGitHub / MVMS-net
  The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"
  ☆29Updated 2 years ago
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆39Updated last year
• emadeldeen24 / ECGTransForm
  [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…
  ☆51Updated 6 months ago
• zhouyh310 / SleepHGNN
  This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…
  ☆25Updated 2 years ago
• willxxy / awesome-mmps
  Corpus of resources for multimodal machine learning with physiological signals (mmps).
  ☆127Updated 2 weeks ago
• lanxiang1017 / DynamicBadPairMining_ICLR24
  DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…
  ☆17Updated last year
• wpf535236337 / LLMs4TS
  ☆140Updated 3 months ago