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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.

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

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

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)

mri_ai

This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast cancer diagnostics with artificial intelligence for MRI" by Jan Witowski et al.

mscda

mssa

Code for the paper Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars