Skip to content
@AIMedLab

AIMed Lab @ OSU

Artificial Intelligence in Medicine

Popular repositories

  1. ecg-diagnosis Public

    Code and Datasets for the paper "Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram", published on iScience in 2021.

    Python 7 1

  2. clinical-fusion Public

    Code and Datasets for the paper "Combining structured and unstructured data for predictive models: a deep learning approach", published on BMC Medical Informatics and Decision Making in 2020.

    Python 5 7

  3. BAGAU-Net Public

    Code and Datasets for the paper "Brain atlas guided attention u-net for white matter hyperintensity segmentation", published on AMIA 2021 Informatics Summit.

    Python 5

  4. TransICD Public

    Code and Datasets for the paper "TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding", accepted by AIME 2021.

    Python 4 1

  5. FAME Public

    Code for the paper "FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery", published on SDM 2022.

    Python 4 2

  6. DeepCE Public

    Code and Datasets for the paper "A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing", published on Nature M…

    Python 3 2

Repositories

  • DeepDRiD Public

    Datasets for the paper "DeepDRiD: Diabetic Retinopathy—Grading and Image Quality Estimation Challenge", published on Patterns 2022.

    0 CC-BY-SA-4.0 13 0 0 Updated May 21, 2022
  • TAME Public

    Code and Datasets for the paper "Identifying Sepsis Subphenotypes via Time-Aware Multi-ModalAuto-Encoder", published on KDD 2020.

    Python 0 2 0 1 Updated May 9, 2022
  • FAME Public

    Code for the paper "FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery", published on SDM 2022.

    Python 4 2 1 0 Updated Mar 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.

    Python 0 2 0 0 Updated Feb 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.

    Python 0 1 0 0 Updated Feb 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.

    Python 1 0 0 0 Updated Feb 14, 2022
  • Age-Risk-Identification Public

    Code and Datasets for the paper "A Computational Framework for Identifying Age Risks in Drug-Adverse Event Pairs", published on AMIA 2022 Informatics Summit.

    R 0 MIT 0 0 0 Updated Jan 7, 2022
  • MuViTaNet Public

    Code for the paper "Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning", published on ICDM 2021.

    Python 0 0 0 0 Updated Oct 1, 2021
  • TC-EMNet Public

    Code for the paper "Temporal clustering with external memory network for disease progression modeling". Accepted by ICDM 2021.

    Python 0 0 0 0 Updated Sep 29, 2021
  • CCMDR Public

    Code for the paper "Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases". Accepted by BMC Medical Informatics and Decision Making, 2021

    Python 1 0 0 0 Updated Aug 1, 2021
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…