sczzz3 / EHRDiffLinks
An offical implementation of EHRDiff [TMLR]
☆27Updated last year
Alternatives and similar repositories for EHRDiff
Users that are interested in EHRDiff are comparing it to the libraries listed below
Sorting:
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated last year
- Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "☆35Updated 2 years ago
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆59Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆29Updated 2 years ago
- Curated LLM (ICML 2024)☆13Updated 11 months ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆25Updated last year
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆22Updated 7 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- ☆29Updated 5 months ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆27Updated 3 months ago
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆24Updated last year
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- Official pytorch implementation of 'Relation-aware Language-Graph Transformer for Question Answering' (AAAI 2023)☆17Updated 2 years ago
- ☆28Updated 2 years ago
- [ICCVW2023] Robust Asymmetric Loss for Multi-Label Long-Tailed Learning☆17Updated 2 years ago
- MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)☆33Updated 2 years ago
- ☆37Updated 2 years ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Updated 2 months ago
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Updated 2 years ago
- Source Code of IJCAI 2022 paper "Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport"☆24Updated 3 years ago
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆42Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆37Updated 2 years ago
- ☆20Updated 2 years ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 8 months ago
- Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning☆45Updated last year
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆16Updated 6 months ago