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3d-medical-segmentation-gan

3D Liver Segmentation with GAN

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

augmentor

Image augmentation library in Python for machine learning.

awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

blogdemo

brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

caffe-tensorflow

Caffe models in TensorFlow

cardiac-segmentation

Convolutional Neural Networks for Cardiac Segmentation

cardiacperfusion

chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M

clinical

Clinical Toolbox for SPM (https://www.nitrc.org/projects/clinicaltbx/)

connected-components-3d

Connected components on multilabel 3D images. Handles 26, 18, and 6 connected variants.

covnet

Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT

ctp

Used to create perfusion maps of computed tomography perfusion

ctp-1

CT perfusion program

dce_perfusion

DCE Perfusion Estimation

dce_stable

Perfusion DCE - Stable Versions

dcm2niix

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep-learning-models

Keras code and weights files for popular deep learning models.

deep_mri_brain_extraction

3D convolutional neural network for MRI brain extraction

deepnude_nowatermark_withmodel

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pic2pic

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

densesharp

3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas

dicom2nifti

dldt

Deep Learning Deployment Toolkit

docker-gitlab

Dockerized GitLab

drsa

Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling.