ashkan-abbasi66

project-based-learning

Curated list of project-based tutorials

awesome-multimodal-in-medical-imaging

A collection of resources on applications of multi-modal learning in medical imaging.

coatnet-pytorch

A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes"

AI-Challenger-Retinal-Edema-Segmentation

DeepSeg : 4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

MGU-Net

Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images

ST-ProtoPNet

[ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification

BowelNet

[TMI 2022] BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation from Both Partially and Fully Labeled CT Images

SwarmbotGazebo-DQN

Simulating multiple agents of a swarm in Gazebo 2.2.3 (http://gazebosim.org/) on ROS Indigo (http://wiki.ros.org/indigo) communicating to 'rlenvs' and 'Atari' DQN code bases (https://github.com/Kaixhin) via 'torch-ros' (https://github.com/Xamla/torch-ros).

color_image_denoising

Very efficient and effective color image denoising method.

Real_Noisy_Clean_Color_IMAGES

A publicly available database that contains real noisy and clean color images.

GGCL_HSI

Retinal-Blood-Vessel-Segmentation-by-Active-Contour

In this project, I implement an enhanced active contour method that uses discrete wavelet transform for energy minimization to increase the accuracy.

Color_Video_Denoising_Real_World_Dataset

A real world dataset for color video denoising

Hyperspectral_Image_denoising

Very efficient and effective hyperspectral denoising implementation.

GWCN

Graph Wavelet Convolutional Network

Color_Video_Denoising

A competitive color video denoising software

Pure_Image

A publicly available software for real color image denoising

CrohnsDisease

Imperial College Masters Project on tackling Crohns Disease

MNIST-Autoencoder

Removing noise and irregularities from MNIST digits in Tensorflow.

PDWN_for_Video_Interp

Code for PDWN: Pyramid Deformable Warping Network for Video Interpolation (https://ieeexplore.ieee.org/document/9416770)

Alpha-Matting-for-Retinal-Blood-Vessel-Extraction

This repository extracts retinal blood vessels using Alpha Matting.

DLTNode

Probabilistic volumetric speckle suppression in OCT using deep learning

cwangrun.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

TRGDL_Supplementary_R

Health-QA

Semi-Supervised Learning to Enhance Community-based Question Answering System

pathstudio2022

Hands-On Data Studio for Digital Pathology (October 28, 2022)

AVA-Net

Deep Learning for Arterial-Venous-Area (AVA) Segmentation using OCTA images. The implementation is using Python and TensorFlow.

LSCI

Laser Speckle Contrast Imaging Toolbox

Stereo-Camera-Object-Detection

A short python program that can detect the information of the objects from the stereo camera using YOLO model

Recurrent-Neural-Network-NLP