AIMed Lab @ OSU

All

47 repositories

OSHeDA
Public
Python
•0•0•0•0•Updated Aug 25, 2025Aug 25, 2025
BioMicroscopyProfiler
Public
Python
•1•0•0•0•Updated Jul 18, 2025Jul 18, 2025
SatHealth
Public
Python
•1•0•0•0•Updated Mar 2, 2025Mar 2, 2025
PULSE
Public
The code, data, and models for "Teach Multimodal LLMs to Comprehend Electrocardiographic Images".
Python
•12•42•6•0•Updated Jan 14, 2025Jan 14, 2025
STEDR
Public
Python
•1•0•0•0•Updated Jan 3, 2025Jan 3, 2025
METO
Public
Python
•1•0•0•0•Updated Dec 29, 2024Dec 29, 2024
MedVH
Public
JavaScript
•1•0•0•0•Updated Nov 30, 2024Nov 30, 2024
AIRL
Public
Python
•1•0•0•0•Updated Nov 19, 2024Nov 19, 2024
SubgroupTE
Public
Python
•1•0•0•0•Updated Nov 6, 2024Nov 6, 2024
KG-TREAT
Public
Python
•
MIT License
•0•0•0•0•Updated Nov 6, 2024Nov 6, 2024
CURE
Public
Python
•
MIT License
•0•0•0•0•Updated Nov 6, 2024Nov 6, 2024
SepsisCalc
Public
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction
Python
•
MIT License
•1•0•0•0•Updated Aug 22, 2024Aug 22, 2024
ADE-prediction-using-Drug-Similarities
Public
Python
•1•0•0•0•Updated Aug 8, 2024Aug 8, 2024
TRANS
Public
Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"
Python
•4•0•0•0•Updated Jun 5, 2024Jun 5, 2024
CNNSarcoma
Public
Python
•1•0•0•0•Updated Apr 9, 2024Apr 9, 2024
multiMedRes
Public
Python
•1•0•0•0•Updated Feb 28, 2024Feb 28, 2024
SepsisLab
Public
Python
•2•0•0•0•Updated Feb 18, 2024Feb 18, 2024
stable-prediction
Public
Python
•
MIT License
•1•0•0•0•Updated Jan 24, 2024Jan 24, 2024
DREAM
Public
Python
•1•0•0•0•Updated Dec 4, 2023Dec 4, 2023
Drug_Similarity
Public
Python
•0•1•0•0•Updated Jul 7, 2023Jul 7, 2023
MultimodalPred
Public
Python
•6•1•0•0•Updated May 1, 2023May 1, 2023
T4
Public
Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"
Python
•
MIT License
•5•0•0•0•Updated Mar 6, 2023Mar 6, 2023
FATDM
Public
Fairness and Accuracy Transfer by Density Matching
Python
•1•0•0•0•Updated Feb 28, 2023Feb 28, 2023
IPTW-TBI
Public
R
•
MIT License
•1•0•0•0•Updated Sep 8, 2022Sep 8, 2022
DeepDRiD
Public
Datasets for the paper "DeepDRiD: Diabetic Retinopathy—Grading and Image Quality Estimation Challenge", published on Patterns 2022.
deep-learning medical-imaging diabetic-retinopathy fundus-image deepdrid
Creative Commons Attribution Share Alike 4.0 International
•19•0•0•0•Updated May 21, 2022May 21, 2022
TAME
Public
Code and Datasets for the paper "Identifying Sepsis Subphenotypes via Time-Aware Multi-ModalAuto-Encoder", published on KDD 2020.
electronic-health-record auto-encoder sepsis data-imputation patient-subtyping
Python
•2•0•0•1•Updated May 9, 2022May 9, 2022
FAME
Public
Code for the paper "FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery", published on SDM 2022.
variational-autoencoder conditional-generation contrastive-learning molecular-generation phenotypic-drug-discovery chemical-induced-gene-expression
Python
•2•7•1•0•Updated Mar 16, 2022Mar 16, 2022
DAC
Public
Code and Datasets for the paper "Deconfounding actor-critic network with policy adaptation for dynamic treatment regimes", published on KDD 2022.
reinforcement-learning mimic-iii electronic-health-record mechanical-ventilation causal-reinforcement-learning actor-critic-model dynamic-treatment-regimens
Python
•3•0•0•0•Updated Feb 20, 2022Feb 20, 2022
CAT-LSTM
Public
Code and Datasets for the paper "Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM", published on KDD 2022.
deep-learning amd medical-imaging fundus-image age-related-macular-degeneration patient-subtyping disease-progression-model
Python
•1•2•0•0•Updated Feb 18, 2022Feb 18, 2022
CIGER
Public
Code and Datasets for the paper "Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing", published on Patterns in 2022.
deep-learning l1000 drug-repurposing learning-to-rank graph-neural-network chemical-induced-gene-expression
Python
•1•3•0•0•Updated Feb 14, 2022Feb 14, 2022