Khrystyna Faryna's repositories
gcapi-examples
GC-API: tutorials and example scripts to help you interact with grand-challenge.org via python.
multi-label-annotation-text-reports-body-CT
There is progress to be made in building artificially intelligent systems to detect abnormalities that are not only accurate but can handle the true breadth of findings that radiologists encounter in body (chest, abdomen, and pelvis) Computed Tomography (CT). Currently, the major bottleneck for developing multi-disease classifiers is a lack of manually annotated data. The purpose of this work was to develop high throughput multi-label annotators for body CT reports that can be applied across a variety of abnormalities, organs, and disease states thereby mitigating the need for human annotation.
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
BrainAgeing
This is the project about simulating the ageing brain.
Harris_3D_corner_detector
Implementation of Harris corner detector in 3D with Qt and GSL
Skin-lesion-classification-web-application-SKINAI
Client side web app for skin lesion classification with deep learning.
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
intensity-normalization
normalize the intensity of several MR image contrasts with various routines
medSynthesisV1
This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework
nnunet-for-pathology
Tailoring the awesome nnUNet framework into a computational pathology oriented framework.
pathology-embedding-stain-invariance
This repository includes code for SPIE 2024 abstract
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
slide2patch-utils
Utility scripts for converting WSI to latches
topojson_world_map
world map for topojson with Crimeea, Hong Kong and Singapore