wikke/Tianchi-Medical-LungTumorDetect
Lung nodule detection system from CT scans using deep learning CNN architectures.
Not currently ranked — collecting fresh signals.
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This repository contains a complete pipeline for lung nodule detection from CT scans as part of the Alibaba Cloud Tianchi Medical AI competition. It uses UNet architectures for image segmentation and an ensemble of VGG, Inception, ResNet, and DenseNet for classification. The pipeline includes preprocessing with SimpleITK and scikit-image for CT scan analysis, with support for 3D visualization and hyperparameter tuning.
Frequently asked
- What is wikke/Tianchi-Medical-LungTumorDetect?
- Lung nodule detection system from CT scans using deep learning CNN architectures.
- Is Tianchi-Medical-LungTumorDetect open source?
- Yes — wikke/Tianchi-Medical-LungTumorDetect is an open-source project tracked on heatdrop.
- What language is Tianchi-Medical-LungTumorDetect written in?
- wikke/Tianchi-Medical-LungTumorDetect is primarily written in Jupyter Notebook.
- How popular is Tianchi-Medical-LungTumorDetect?
- wikke/Tianchi-Medical-LungTumorDetect has 444 stars on GitHub.
- Where can I find Tianchi-Medical-LungTumorDetect?
- wikke/Tianchi-Medical-LungTumorDetect is on GitHub at https://github.com/wikke/Tianchi-Medical-LungTumorDetect.