Pinned Repositories
academic-kickstart
Atten_Deep_MIL
Attention-based Deep MIL implementation and application
DeepPATH
Classification of Lung cancer slide images using deep-learning
FTVNNR_Dynamic_MRI
This contains source codes of MedIA18 paper
KIRP-topological-features
LocalSpecGCN
Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"
LSD_Foreground_Detection
This contains source codes of TIP15 and ICME14 work
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
uhn-radcure-challenge
Official repository of the 2020 UHN RADCURE challenge.
utayao.github.io
Academic website
utayao's Repositories
utayao/Atten_Deep_MIL
Attention-based Deep MIL implementation and application
utayao/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
utayao/academic-kickstart
utayao/uhn-radcure-challenge
Official repository of the 2020 UHN RADCURE challenge.
utayao/utayao.github.io
Academic website
utayao/AD-DL
Framework for the reproducible classification of Alzheimer's disease using deep learning
utayao/ANCIS-Pytorch
Attentive Neural Cell Instance Segmentation
utayao/AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
utayao/awesomeCV
记录state-of-art计算机视觉相关论文。
utayao/CGC-Net
cell graph convolutional network
utayao/CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
utayao/COVNet
Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT
utayao/DeepAttnMISL_MEDIA-1
Contain codes of MEDIA'20 paper
utayao/HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
utayao/MedicalZooPytorch
MedicalZooPytorch: A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
utayao/MSINet
Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study
utayao/MultimodalPrognosis
Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction
utayao/nnet-survival
A Simple Discrete-Time Survival Model for Neural Networks
utayao/NucleiSegmentation
cGAN-based Multi Organ Nuclei Segmentation
utayao/Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
utayao/Pixel2MeshPlusPlus
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation. In ICCV2019.
utayao/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
utayao/Radiomics-Predicting-Distant-Metastasi
utayao/research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
utayao/SegLoss
A collection of loss functions for medical image segmentation
utayao/self-supervised-3d-tasks
utayao/snet
code for snet project
utayao/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
utayao/swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
utayao/vision
Datasets, Transforms and Models specific to Computer Vision