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AAAI Survival Prediction Challenge
The most comprehensive Python package for evaluating survival analysis models.
Open-source release accompanying Gao et al. 2025
Flexible and modular implementation of multi-task logistic regression in PyTorch.
Tracks general documentation, standard operating procedures (SOP) and helper scripts for XNAT.
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions
[MICCAI 2025 Young Scientist Award] Official implementation of "Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification"
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
Pattern recognition methods for feature extraction from ECG (open source version)
Solving the Abstraction & Reasoning Corpus with DreamCoder
[ACM MM 2025] TolerantECG: A Foundation Model for Imperfect Electrocardiogram
[ICLR 2025] The official implementation of our paper "Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model".
ECG-FM-Benchmarking is a repository for benchmarking ECG foundation models across 12 public datasets and 26 clinically relevant tasks.
A collection of deep learning models for ECG data processing based on fairseq framework
Self-supervised representation learning from 12-lead ECG data
Empowering MLLM for Grounded ECG Understanding with Time Series and Images [NeurIPS 2025]
Testing Contrasting by Augmented Patient Electrocardiograms performance on external cohorts.
[IEEE trans on Big Data] LLM informed AI-ECG model for Heart Failure Risk Prediction
A Large ECG-Language Model for Cardiac Disease Diagnosis
DSPy: The framework for programming—not prompting—language models
CodeNav is an LLM agent that navigates and leverages previously unseen code repositories to solve user queries.
How to Turn Your Knowledge Graph Embeddings into Generative Models