Pinned Repositories
2D-and-3D-Deep-Autoencoder
Convolutional AutoEncoder application on MRI images
3DCNN-Vis
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification
Adversarial_Autoencoder_Tina
Adversarial_Autoencoders手写数字识别， pytorch版本
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
CAM
Class Activation Mapping
grad-cam-pytorch
PyTorch implementation of Grad-CAM
MAMA_NET_Pytorch
nnUNet
PyTorchMedicalAI
This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.
sixitingting's Repositories
sixitingting/awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
sixitingting/3D_CycleGAN
GAN for image-to-image translation of 3D T1w and T2w anatomical MR images
sixitingting/AbsegNet
[RedJournal2023]Comprehensive evaluation of a deep learning model for automatic organs at risk segmentation on heterogeneous computed tomography images for abdominal radiotherapy.
sixitingting/ants-1
🐜🐜🐜 ants is a high-performance and low-cost goroutine pool in Go, inspired by fasthttp./ ants 是一个高性能且低损耗的 goroutine 池。
sixitingting/Awesome_Transformer_for_medical_image_analysis
Awesome_Transformer_for_medical_image_analysis
sixitingting/CBCT-to-CT-using-3d-cyclegan
Unofficial implementation of "Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography" published in Medical Physics.
sixitingting/CLIP-Driven-Universal-Model
[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
sixitingting/CovidPrognosis
COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations
sixitingting/CTA-GAN
synthesis CTA using CT base GAN model
sixitingting/CutPaste
Unofficial implementation of Google "CutPaste: Self-Supervised Learning for Anomaly Detection and Localization" in PyTorch
sixitingting/Cycle_GAN_3D
3D Cycle GAN from https://github.com/davidiommi/3D-CycleGan-Pytorch-MedImaging adopted for fetal brain reconstruction
sixitingting/dcm2niix
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
sixitingting/dicomsort
A project to provide custom sorting and renaming of dicom files
sixitingting/medical_transformers
Public repo for the ICCV2021-CVAMD paper "Is it Time to Replace CNNs with Transformers for Medical Images?"
sixitingting/MedSAMSlicer
3D Slicer Plugin for Segment anything in medical images
sixitingting/meshio
:spider_web: input/output for many mesh formats
sixitingting/MeshNet
MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)
sixitingting/metrics
Example of evaluation metrics used in the SynthRAD2023 challenge
sixitingting/MONAIBootcamp2021
Materials for the 2021 MONAI Bootcamp
sixitingting/MTT-Net
sixitingting/nnFormer
sixitingting/PaddleViT
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
sixitingting/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
sixitingting/SlicerTotalSegmentator
Fully automatic total body segmentation in 3D Slicer using "TotalSegmentator" AI model
sixitingting/stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
sixitingting/torchinfo
View model summaries in PyTorch!
sixitingting/TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT images
sixitingting/type-identification-mri-sequences
sixitingting/UTRAD
Pytorch implementation of UTRAD
sixitingting/WORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image