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2020-cbms-doubleu-net

DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras

3d-dense-residual-network-for-action-recognition

3D Dense Residual Network for Action Recognition

ai-assistant-for-breast-tumor-segmentation

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-unet

Attention unet for retina image segmentation

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

bcdu-net

BCDU-Net : Medical Image Segmentation

blood_cell_classification

RBC_count, WBC count, WBC classification, disease diagnosis

brain-tissue-segment-keras

Network: FCN, U-Net, Unet+Resblock(DeepUNet), Squeeze+UNet, DenseNet+UNet(DenseUnet)...

breast-cancer-dataset

cabnet

car-unet

csca-u-net

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dsma-net

Breast dataset classification model

focal-tversky-unet

This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.

fundus_lesion2018

眼底病变自动分割

hinet

Code for TMI 2020 "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

jama16-retina-replication

JAMA 2016; 316(22) Replication Study

jpa

ki-67-status-in-breast-cancer-with-multiparametric-mri-using-transfer-learning

PyTorch implementation of Preoperative Prediction of Ki-67 Status in Breast Cancer with Multiparametric MRI Using Transfer Learning

lstm

基于LSTM的时间序列预测研究

ma-mtln

Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification

medmamba

This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"

melanoma_segmentation

Segmentation of skin cancers on ISIC 2017 challenge dataset.

mfurecnn

mfurecnn montalbo 2021

mib

mmglf

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

mrcnet

This is code for paper Multi-task Residual Cross-attention Network for Tumor Segmentation and Lymph Node Metastasis Prediction in Cervical Cancer (ISBI 2023)