Cindy-my

ResNet-PyTorch

Basic implementation of ResNet 50, 101, 152 in PyTorch

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

hecktor

ADHDC-Net

attention_time

Python implementation of a time-series model with (optional) attention where the encoder is CNN, decoder is LSTM, and more.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

APRNet

PyTorch Implementation of APRNet for Brain Tissue Segmentation

PyxLSTM

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

vision-lstm

xLSTM as Generic Vision Backbone

xlstm

Official repository of the xLSTM.

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

3D-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

MFD-net

NestedFormer

NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation (MICCAI 2022)

MCTSeg

Official implementation of "A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities".

S2Net

S2Net: self-adaptive weighted fusion and self-adaptive aligned network for multi-modal MRI Segmentation

DAR-UNet

[JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation

magnet

Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation

208-Generalizable-Cross-Modality-Medical-Image-Segmentation-via-Style-Augmentation-and-Dual-Normaliz

HandAISegmentation

temporal-bone-segmentation

Docker container for automatic temporal bone segmentation using deep-learning

Slicer-ABLTemporalBoneSegmentation

3D Slicer extension featuring spacing resampling, fiducial registration, and rigid registration of temporal bone images.

F2Net

IncompleteMriSeg

missing-full complementary learning

FracSeg-Net

Implementation of 'Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT' EMBC2024

NHBS-Net

Ruhan Liu, Mengyao Liu, Bin Sheng, Huating Li, Ping Li, Haitao Song, Ping Zhang, Lixin Jiang, Dinggang Shen: NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation. IEEE Trans. Medical Imaging 40(12): 3446-3458 (2021)

WristBoneSegmentation

Fully Automated Segmentation of Wrist Bone on T2-weighted fat-suppressed MR Images in Early Rheumatoid Arthritis

MFG-CNN

Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN

Segmentation-of-bone-from-ultrasound-images

Automatic-Segmentation-of-Temporal-Bone-Structures-from-Clinical-Conventional-CT