luukboulogne / stoic2021-baseline
Baseline inference Algorithm for the STOIC2021 challenge.
☆11Updated 3 years ago
Alternatives and similar repositories for stoic2021-baseline
Users that are interested in stoic2021-baseline are comparing it to the libraries listed below
Sorting:
- some resources on my path in deep learning and medical image analysis☆39Updated 10 months ago
- MRI Brain Tumor Segmentation - BraTS Challenge 2020☆49Updated 4 years ago
- Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural networ…☆33Updated 4 years ago
- Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)☆48Updated last year
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆58Updated 2 weeks ago
- Python implementation of the STAPLE segmentation algorithm☆29Updated last year
- This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast can…☆13Updated 2 years ago
- [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆55Updated 2 years ago
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆41Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆62Updated 3 years ago
- A collection of self-supervised papers in medical imaging.☆39Updated 4 years ago
- Docker for running stroke lesion core segmentation☆29Updated 4 years ago
- EfficientNets in 3D variant for keras and TF.keras☆54Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- ☆78Updated last year
- ☆148Updated 8 months ago
- My implementation for the MRNet competition hosted by the Stanford ML group☆38Updated 5 years ago
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆33Updated 2 years ago
- Predict the status of a genetic biomarker important for brain cancer treatment☆38Updated last month
- ☆51Updated last year
- A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.☆61Updated 10 months ago
- Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN …☆34Updated 4 years ago
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated 3 months ago
- Chechink the performance of different augmentation techniques on the BraTS 2020 data.☆24Updated 4 years ago
- ☆41Updated 2 years ago
- PyTorch implementation of a multi-task, weak supervision framework for abnormality localization in large, volumetric images.☆22Updated 2 years ago
- Robust Brain Extraction Tool for CT Head Images☆46Updated 4 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆47Updated last year
- awesome-SAM-Medical-Images☆49Updated 2 years ago