Xray Image Classifier in collaboration with Chulalongkorn University Computational Molecular Biology Research Group
Research question: Do multiview(frontal and lateral) x-ray images help classifiers learn?
Dataset: MIMIC-CXR (https://physionet.org/content/mimic-cxr/2.0.0/), Chest14 (https://nihcc.app.box.com/v/ChestXray-NIHCC)
This repository includes:
- Implementation of AG-CNN (https://arxiv.org/abs/1801.09927)
- Implementation of OGR training method (https://arxiv.org/abs/1905.12681)
- Implementation of merging two modals with SE (https://arxiv.org/abs/1709.01507)
- Customized Tfrecord generator