A comprehensive repository of reasoning tasks for Medical LLMs (and beyond)

A thesis template adapted for Algeria university's requirements (specially USTHB).

Reading list for multimodal learning in healthcare

Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise?

REMed: Retrieval-Enhanced Medical prediction model

Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning

A multi-label classifier based on PLM-ICD paper

ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)

Med-BERT, contextualized embedding model for structured EHR data

Code for BEHRT: Transformer for Electronic Health Records

[arXiv 2024] Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks

MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)

Tutorial on processing raw EHR data with MIMIC-IV dataset

A clinical terminology annotation dashboard created using Plotly Dash & the MIMIC-IV database.

🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

PyTorch deep learning projects made easy.

Datasets, Transforms and Models specific to Computer Vision

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

ECG wavelet feature extraction

Haar wavelet based Discrete wavelet transform for ECG feature extraction in Verilog

Extraction of ECG data features (hrv) using python

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension…

深度学习、强化学习、模仿学习与机器人

Application for 12-lead ECG prediction and questionnaire. Demo website ↓

Generate time series data from MIMIC IV