dek924's starred repositories

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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gpt-researcher

LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.

Language:PythonLicense:Apache-2.0Stargazers:14668Issues:121Issues:367

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

ml-engineering

Machine Learning Engineering Open Book

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ehrshot-benchmark

A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:136Issues:9Issues:10

Asclepius

Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"

CAMEL

Clinically Adapted Model Enhanced from LLaMA

Language:PythonLicense:MITStargazers:77Issues:3Issues:5

EHRSQL

[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

Language:PythonLicense:CC-BY-4.0Stargazers:72Issues:3Issues:5

mimic-cxr-vqa

A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B'.

Language:PythonLicense:MITStargazers:69Issues:3Issues:4

ehrxqa

EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B

Language:PythonLicense:MITStargazers:63Issues:3Issues:9

KG-GPT

Official repository of KG-GPT

PerX2CT

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays (ICASSP 2023, Best Student Paper Awards)

ecg-qa

Official repository for distributing ECG-QA dataset

Language:PythonLicense:CC-BY-4.0Stargazers:51Issues:2Issues:3

FactKG

Official repository of FactKG

EVA-X

[arXiv'24] EVA-X: A foundation model for general chest X-ray analysis with self-supervised learning

chexray-diffusion

Code for "Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis" @ PAKDD 2023

Language:PythonLicense:MITStargazers:46Issues:3Issues:11

UniXGen

Official code for the CHIL 2024 paper: "Vision-Language Generative Model for View-Specific Chest X-ray Generation"

meds

Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data

Language:PythonLicense:Apache-2.0Stargazers:38Issues:4Issues:36

ehrsql-2024

Clinical NLP Shared Task @ NAACL'24

Language:PythonLicense:CC-BY-4.0Stargazers:26Issues:3Issues:1

meds_etl

A collection of ETLs from common data formats to Medical Event Data Standard

Language:PythonLicense:Apache-2.0Stargazers:24Issues:6Issues:20

EHRNoteQA

Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"

Language:PythonLicense:MITStargazers:19Issues:0Issues:0

Study_Of_VL

KAIST medical VL research group

EHRCon

Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records

Language:PythonStargazers:14Issues:1Issues:0

pytorch-tensor-tracker

Flexibly track outputs and grad-outputs of torch.nn.Module.

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Simulator

Official repository of DialSim

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EHR-SeqSQL

Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Findings)

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MXQ-VAE

Official code for the BMVC 2022 paper: "Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer"

Language:PythonStargazers:9Issues:1Issues:0

EHRFL

Official code for "EHRFL: Federated Learning Framework for Institution-Specific Model Construction using Electronic Health Records"

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