Data-Designer
There is something funky in your data.
The Hong Kong University of Science and TechnologyHong Kong
Pinned Repositories
AAAI2022-GHP
This is the public repo for 《Multi-dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-task Learning Approach》
Awesome-Medical-Healthcare-Dataset-For-LLM
A curated list of popular Datasets, Models and Papers for LLMs in Medical/Healthcare
COAST
COEA-Algorithm
DA
Sample data sets and codes are available after acceptance.
Data-Designer
JOC
Leetcode-Travel
记录自己的Leetcode刷题之旅,后面会陆续补充题解
SEAGULL
Win_Prediction
This is the public repo for WWW2022 Winning Tracker!
Data-Designer's Repositories
Data-Designer/Awesome-Medical-Healthcare-Dataset-For-LLM
A curated list of popular Datasets, Models and Papers for LLMs in Medical/Healthcare
Data-Designer/HALO_Inpatient
Data-Designer/Medical
Data-Designer/ModelLibrary
A collection of AI models tailored for healthcare applications.
Data-Designer/YAIB
🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
Data-Designer/awesome-healthcare-datasets
Healthcare and biomedical datasets, for AI/ML
Data-Designer/BlendedICU
OMOP standardization pipeline for ICU databases
Data-Designer/BMRetriever
This is the code for our paper "BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers".
Data-Designer/CMG-xxx
The official implementation of Achieving Cross Modal Generalization with Multimodal Unified Representation (NeurIPS '23)
Data-Designer/Data-Designer.github.io
Data-Designer/Dipole
Dipole implement in pytorch and tensorflow
Data-Designer/DKINet
Data-Designer/ehrshot-benchmark
A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)
Data-Designer/FIDDLE
FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139
Data-Designer/GLBench
GLBench: A Comprehensive Benchmark for Graphs with Large Language Models
Data-Designer/HAR
Data-Designer/HealthLLM
Health-LLM: Personalized Retrieval-Augmented Disease Prediction Model
Data-Designer/ICD-Mappings
This python tool enables a variety of mappings of ICD codes (International Classification of Diseases) to different medical concepts with a single line of code.
Data-Designer/LLMBook-zh.github.io
《大语言模型》作者:赵鑫,李军毅,周昆,唐天一,文继荣
Data-Designer/M3oE
Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
Data-Designer/MapRec
Data-Designer/MDS-ED
Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.
Data-Designer/meds-torch
Data-Designer/MyArxiv
Data-Designer/ProtoMix
This is the source code repository of: "ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup" (KDD-2024)
Data-Designer/RAM-EHR
[ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.
Data-Designer/RAREMed
Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".
Data-Designer/SeqCare
SeqCare: Sequential Training with External Medical Knowledge Graph for Diagnosis Prediction in Healthcare Data (WWW-2023)
Data-Designer/SMART
Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
Data-Designer/TRANS
Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"