NLM/NCBI BioNLP Research Group (PI: Zhiyong Lu)

All

33 repositories

MedCalc-Bench
Public
Benchmarking the medical calculation capabilities of large language models.
Python
•4•24•0•0•Updated Nov 15, 2024Nov 15, 2024
LLM-Medicine-Primer
Public
Other
•0•2•0•0•Updated Oct 24, 2024Oct 24, 2024
Calculator-Recommendation
Public
MedCalcQA is a benchmarking dataset designed to assess the capability of LLMs to recommend clinical calculators
Python
•
Other
•0•0•0•0•Updated Oct 22, 2024Oct 22, 2024
deepseenet-plus
Public
Python
•0•0•0•0•Updated Oct 14, 2024Oct 14, 2024
Clinical-Tool-Learning
Public
Python
•
Other
•0•2•0•0•Updated Oct 9, 2024Oct 9, 2024
EnzChemRED
Public
0•0•0•0•Updated Sep 17, 2024Sep 17, 2024
Unmasking-GPT-Bias
Public
Jupyter Notebook
•0•2•0•0•Updated Sep 4, 2024Sep 4, 2024
TrialGPT
Public
Code and data for TrialGPT.
Python
•
Other
•13•33•0•0•Updated Aug 15, 2024Aug 15, 2024
PhenoTagger
Public
PhenoTagger
hpo bionlp phenotype-concept-recognition
GAP
•
MIT License
•16•54•0•0•Updated Jan 24, 2024Jan 24, 2024
TeamTat
Public
Text annotation tool for team collaboration
JavaScript
•
MIT License
•12•39•8•8•Updated Jan 10, 2024Jan 10, 2024
NCBITextLib
Public
Software library for building a large-scale data infrastructure for text mining
C++
•
Other
•4•7•1•1•Updated Jan 7, 2024Jan 7, 2024
Medical-Imaging-Causal-Fairness
Public
Python
•
Other
•0•2•0•0•Updated Jan 4, 2024Jan 4, 2024
BioWordVec
Public
Python
•
Other
•29•144•1•1•Updated Nov 30, 2023Nov 30, 2023
pubtator-gpt
Public
2•18•0•0•Updated Nov 30, 2023Nov 30, 2023
DeepSeeNet
Public
👀 DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus photographs.
Python
•
Other
•29•57•2•1•Updated Nov 28, 2023Nov 28, 2023
PhenoRerank
Public
Python
•2•2•1•0•Updated Aug 24, 2023Aug 24, 2023
BioSentVec
Public
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
natural-language-processing word-embeddings pubmed mimic-iii bionlp sentence-similarity fasttext sentence-embeddings sent2vec
Jupyter Notebook
•
Other
•99•578•13•1•Updated Aug 15, 2023Aug 15, 2023
NegBio
Public
📰 High-performance tool for negation and uncertainty detection in radiology reports
nlp reports clinical-notes clinical-research clincal clincal-nlp
Python
•
Other
•42•157•7•4•Updated Jul 16, 2023Jul 16, 2023
bluebert
Public
BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
natural-language-processing pubmed mimic-iii language-model bert pubmed-abstracts bert-model
Python
•
Other
•78•558•5•1•Updated Mar 25, 2023Mar 25, 2023
COVID-19-CT-CXR
Public
COVID-19-CT-CXR, a public database of COVID-19 CXR and CT images
Python
•
Other
•9•22•2•1•Updated Mar 25, 2023Mar 25, 2023
DeepRel
Public
A convolutional neural network model for relation extraction.
nlp deep-neural-networks deep-learning nlp-machine-learning relation-extraction
Python
•
Other
•4•12•3•2•Updated Mar 24, 2023Mar 24, 2023
ezTag
Public
Web interface that allows users to perform computer-assisted text annotation
JavaScript
•6•15•4•10•Updated Jan 19, 2023Jan 19, 2023
BLUE_Benchmark
Public
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
benchmark natural-language-understanding bionlp
Python
•
Other
•40•286•2•2•Updated Jan 12, 2022Jan 12, 2022
CovidTermVar
Public
Python
•2•2•0•0•Updated Oct 8, 2020Oct 8, 2020
Ab3P
Public
Abbreviation definition dection library trained on PubMed abstracts
C
•15•45•4•1•Updated Jul 6, 2020Jul 6, 2020
PubTator-Covid19
Public
natural-language-processing text-mining pubmed bionlp covid-19 covid19
2•4•1•0•Updated May 6, 2020May 6, 2020
ML_Net
Public
ML-Net is a novel end-to-end deep learning framework for multi-label classification of biomedical tasks. ML-Net combines the label prediction network with a label count prediction network, which can determine the output labels based on both label confidence scores and document context in an end-to-end manner.
Python
•9•33•1•0•Updated Dec 23, 2019Dec 23, 2019
VarTriage
Public
Python
•2•5•0•0•Updated May 29, 2018May 29, 2018
PubMed-Best-Match
Public
Machine-learning based pipeline relying on LambdaMART currently used in PubMed for relevance (Best Match) searches
machine-learning text-mining feature-engineering biomedical-data-science
Python
•11•40•0•0•Updated Apr 30, 2018Apr 30, 2018
NQAC
Public
Python
•2•15•0•0•Updated Apr 17, 2018Apr 17, 2018