alexandrosstergiou / keras-DepthwiseConv3DLinks
Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions
☆68Updated 5 years ago
Alternatives and similar repositories for keras-DepthwiseConv3D
Users that are interested in keras-DepthwiseConv3D are comparing it to the libraries listed below
Sorting:
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆143Updated 4 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆111Updated 5 years ago
- RSNA Intracranial Hemorrhage Detection☆127Updated last year
- Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.☆67Updated 5 years ago
- Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.☆145Updated 3 years ago
- Datasets, Transforms and Utilities specific to Biomedical Imaging☆110Updated 7 years ago
- 3rd place solution for RSNA pneumonia detection challenge☆83Updated 6 years ago
- Combining Faster R-CNN and U-net for efficient medical image segmentation☆146Updated 3 years ago
- Implementation of active contour loss function☆200Updated 5 years ago
- AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation☆144Updated 2 years ago
- 3D volume data augmentation package inspired by albumentations☆80Updated 5 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆71Updated 3 years ago
- Autofocus Layer for Semantic Segmentation☆180Updated 6 years ago
- ☆95Updated 6 years ago
- Lung fields segmentation on CXR images using convolutional neural networks.☆176Updated 5 years ago
- Keras Implementation of Unet with EfficientNet as encoder☆48Updated 3 years ago
- Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)☆90Updated 7 years ago
- DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery☆92Updated 7 years ago
- ☆147Updated 5 years ago
- Implementation of DenseNet model on Standford's MURA dataset using PyTorch☆76Updated 7 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Updated 4 years ago
- A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biome…☆168Updated last year
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆152Updated 5 years ago
- This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf☆103Updated 6 years ago
- Implementation of "Practical Window Setting Optimization for Medical Image Deep learning"☆42Updated 5 years ago
- Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).☆190Updated 5 months ago
- Efficient Segmentation for Volumetric Data☆44Updated 6 years ago
- Official implementation of Fixed-Point GAN - ICCV 2019☆100Updated 4 years ago
- Benchmarks on NIH Chest X-ray 14 dataset☆73Updated 7 years ago
- Volumetric MRI brain tumor segmentation using autoencoder regularization☆48Updated 2 years ago