This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records".
☆42May 4, 2023Updated 2 years ago
Alternatives and similar repositories for DrugRec
Users that are interested in DrugRec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆19Nov 11, 2025Updated 5 months ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆95Aug 1, 2023Updated 2 years ago
- ☆11Dec 18, 2023Updated 2 years ago
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆68Jun 8, 2023Updated 2 years ago
- Knowledge-Based System'24☆12May 28, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Knowledge-Based System'25☆11Dec 15, 2024Updated last year
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆41Jul 21, 2022Updated 3 years ago
- ☆20Aug 19, 2024Updated last year
- Code of MICRON, MIMIC data processing, Residual Learning☆16Apr 29, 2022Updated 4 years ago
- [arXiv'24] The official implementation code of LEADER.☆43Aug 31, 2024Updated last year
- GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination☆152Nov 11, 2018Updated 7 years ago
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆25Aug 2, 2024Updated last year
- ☆39Feb 14, 2020Updated 6 years ago
- ☆10Sep 7, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The source code is for the paper: “Plug-in Diffusion Model for Sequential Recommendation” accepted in AAAI 2024 by Haokai Ma, Ruobing Xie…☆32Feb 2, 2024Updated 2 years ago
- Dual Memory Neural Computer☆29Nov 8, 2021Updated 4 years ago
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆22Jun 15, 2023Updated 2 years ago
- ☆64May 2, 2024Updated last year
- ☆16Aug 27, 2019Updated 6 years ago
- ☆42May 22, 2023Updated 2 years ago
- ☆20May 10, 2022Updated 3 years ago
- ☆13Jun 1, 2023Updated 2 years ago
- ☆45Oct 20, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The repository for the paper "Predicting in-hospital mortality by combining clinical notes with time-series data"☆12May 23, 2021Updated 4 years ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆19Mar 19, 2025Updated last year
- [ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs☆206Feb 18, 2025Updated last year
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- ☆12Aug 17, 2020Updated 5 years ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆11Jan 5, 2023Updated 3 years ago
- Medical Concept Embedding with Multiple Ontological Representations (IJCAI-19)☆10Jul 21, 2020Updated 5 years ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆128Jun 15, 2019Updated 6 years ago
- ☆24Oct 31, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration☆28Oct 11, 2025Updated 6 months ago
- ☆13Nov 10, 2022Updated 3 years ago
- [Cell Patterns] COVID-19 EHR data analysis pipeline☆31Dec 28, 2024Updated last year
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆37Jul 26, 2022Updated 3 years ago
- ☆21Dec 14, 2021Updated 4 years ago
- ☆12Apr 3, 2022Updated 4 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆18Sep 4, 2024Updated last year