Pinned

1. glassboxmedicine glassboxmedicine Public

   Code from my machine learning and medicine blog Glass Box https://glassboxmedicine.com/

   Python 4 1

2. ct-volume-preprocessing ct-volume-preprocessing Public

   End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with La…

   Python 43 16

3. research-container research-container Public

   Singularity Definition File for research projects

4. sarle-labeler sarle-labeler Public

   Automatic extraction of structured labels from radiology reports. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

   Python 7 6

5. ct-net-models ct-net-models Public

   Machine learning models for multi-organ, multi-disease prediction in chest CT volumes. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Compu…

   Python 20 5

6. pytorch-computer-vision pytorch-computer-vision Public

   PyTorch tutorial for computer vision

   Python 33 21