Pinned Repositories
AbdomenCT-1K
The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
CoTr
[MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation
EfficientSegmentation
Segmentation for medical image.
ESCC_ML
Deep-learning Radiomics for Classification Modelling
H-DenseUNet
TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
Medical-Transformer
Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021
nnUNet
PFSeg
Patch-free 3D Medical Image Segmentation
locchio's Repositories
locchio/H-DenseUNet
TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
locchio/Medical-Transformer
Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021
locchio/nnUNet
locchio/PFSeg
Patch-free 3D Medical Image Segmentation
locchio/AbdomenCT-1K
The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
locchio/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
locchio/Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
locchio/CoTr
[MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation
locchio/EfficientSegmentation
Segmentation for medical image.
locchio/ESCC_ML
Deep-learning Radiomics for Classification Modelling
locchio/five-video-classification-methods
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
locchio/FLARE2021-Baseline
The official baseline model for MICCAI Challenge: FLARE21
locchio/locchio.github.io
locchio/MTCL
Implementation of MTCL for hepatic vessel segmentation under mixed quality labels
locchio/nnFormer
locchio/Pytorch--3D-Medical-Images-Segmentation--SALMON
Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.
locchio/Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
locchio/Radiomics-Features-Extractor
Hand-crafted radiomics and deep learning-based radiomcis features extraction.
locchio/research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
locchio/SA-UNet
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
locchio/SegLoss
A collection of loss functions for medical image segmentation
locchio/SegWithDistMap
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
locchio/self-supervised-3d-tasks
locchio/SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
locchio/Stacked-U-shape-Network-with-Channel-wise-Attention-for-Salient-Object-Detection
locchio/U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
locchio/UNET-ZOO
including unet,unet++,attention-unet,r2unet,cenet,segnet ,fcn.
locchio/UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
locchio/Vascular-Tree-Reconstruction
Source code for CVPR 19 (Divergence Prior) & 21 (Confluent Vessel Tree) papers.
locchio/xiaofeng