sail-guolab Goto Github PK

aft-net

an-artificial-intelligence-based-approach-to-brain-tumor-prediction

annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

bmen-e4460-deep-learning-in-biomedical-engineering

bmen4460-nb2-image_classification_on_mnist_data

Child repository of Deep-learning-with-PyTorch-and-GCP

bmen4460-nb4-gan_faking_mnist_images

Child repository of Deep-learning-with-PyTorch-and-GCP

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

brukermri

Python module to handle Bruker Paravision MRI files (parameter files, raw data, processed data).

cell_segmentation_and_tracking

For cell segmentation and tracking.

computer-vision-for-medical-imaging

This is a project for testing and comparing any possible models in Computer Vision applied to Medial Imaging.

convertbrukerrawtoh5

cuttlebase

deep-learning-in-biomedical-image-analysis

Deep learning in Biomedical Image Analysis Lecture

deep-learning-with-pytorch-and-gcp

Tutorial and framework code for deep learning with PyTorch and (if necessary) Google Cloud Platform.

deepcontrast_demo

This is the repository that accompanies the manuscript "Deep Learning of MRI Contrast Enhancement for Mapping Cerebral Blood Volume from Single-Modal Non-Contrast Scans of Aging and Alzheimer's Disease Brains" accepted for publication in Frontiers in Aging Neuroscience, section Neurocognitive Aging and Behavior (July-18-2022).

deepstream-mri

dl-bet

Deep Learning based Brain Extraction Tool

dl-co2

dl-lung_nodule_segmentation

This is a repository for Deep Learning course project

drc_modeling

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

jet

J-difference Editing Toolkit

matlab_ktrans_parallel

medsynthesisv1

This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework

mouse-mri-head-scan-image-preprocessing

ophthalmic-disease-diagnosis-a-comparative-study-of-cnns-and-swin-transformer-models

sail-guolab.github.io

Lab Website for Dr. Jia Guo

statsvisualneuroimaging

Statistical Analyses and Visualization for Neuro-imaging

tabs

TABS: Transformer-based Automated Brain Segmentation

tabsurfer