OscarPellicer / prostate_lesion_detectionLinks
Model for the detection, segmentation, and classification of prostate lesions from mpMRI, using ProstateX data and Retina U-Net
☆71Updated 3 years ago
Alternatives and similar repositories for prostate_lesion_detection
Users that are interested in prostate_lesion_detection are comparing it to the libraries listed below
Sorting:
- Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.☆88Updated 3 years ago
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆43Updated 3 years ago
- ☆81Updated 2 years ago
- This Repo Will contain the Preprocessing Code for 3D Medical Imaging☆215Updated 5 years ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆62Updated 4 years ago
- DICOM RT-Struct to mask☆102Updated last year
- ☆42Updated 2 years ago
- A package to compute medical segmentation metrics.☆178Updated last year
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆123Updated 3 months ago
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆166Updated last year
- ☆155Updated last month
- Airway segmentation from chest CTs using deep Convolutional Neural Networks☆71Updated last year
- The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)☆127Updated 3 months ago
- Deep Learning Registration of the Prostate☆56Updated last year
- A segmentation network for intracranial aneurysm on CTA images using pytorch☆50Updated 2 years ago
- This repository is an unoffical PyTorch implementation of Medical classification in 2D and 3D.☆93Updated 4 years ago
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆66Updated 5 months ago
- autoPET TCIA pipeline☆58Updated 3 years ago
- Acute ischemic stroke dataset☆80Updated 2 years ago
- Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)☆50Updated 2 years ago
- Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.☆123Updated 4 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆179Updated 2 years ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆159Updated last year
- Workflow for Optimal Radiomics Classification☆79Updated 3 weeks ago
- Precision medicine toolbox☆70Updated last year
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 4 years ago
- Code to preprocess, segment, and fuse glioma MRI scans based on the BraTS Toolkit manuscript.☆95Updated 2 months ago
- End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Ma…☆73Updated 5 years ago
- Implementation of the DeepVesselNet deep learning network☆153Updated 2 years ago
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆258Updated 2 years ago