CaPTk

Image analysis toolkit

Software platform for analyzing medical images and predicting cancer outcomes through machine learning

Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk

GitHub

182 stars
5 watching
65 forks
Language: C++
last commit: almost 3 years ago
Linked from 1 awesome list

analyticscancercancer-imaging-researchcbicacppcpp11cwlcwltoolimage-analysisitcrmachine-learningmedical-image-computingmedical-image-processingmedical-imagingncinci-itcrnihradiomicsradiomics-featuresu24

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
catmaid/catmaidA collaborative annotation toolkit for massive amounts of image data used in connectomics and neuroscience research188
codait/deep-histopathDevelops an automatic prediction model for breast cancer proliferation scores from whole-slide histopathology images using deep learning techniques.207
dltk/dltkA toolkit for building and prototyping deep learning models for medical image analysis1,431
viame/viameA comprehensive computer vision toolkit with tools and algorithms for video and image analytics in multiple environments.291
navinlabcode/celltrekA toolkit for mapping single cells to spatial coordinates in tissue sections based on scRNA-seq and ST data109
jackonyang/captcha-tensorflowA project demonstrating image classification using Convolutional Neural Networks (CNNs) to solve captchas998
bbci/bbci_publicA toolbox for online experiments and offline analysis of Brain-Computer Interface (BCI) signals in MATLAB.155
vectorinstitute/cyclopsA toolkit for facilitating research and deployment of machine learning models in healthcare77
chapmanb/bcbbA collection of reusable code for biological analysis and high-throughput sequencing612
skyduy/cnn_kerasAn implementation of a Convolutional Neural Network using Keras for CAPTCHA recognition and classification287
poldrack/narpsA repository providing code and tools for analyzing neuroimaging data to improve replication and prediction in neuroscientific research.34
ekwan/cctkA Python-based toolkit for automating computational chemistry tasks and data analysis from quantum chemistry software output files13
imageomics/bioclipA deep learning framework trained on a large biological image dataset to learn taxonomic labels and classify images.174
analysiscenter/radioA framework for data science research of computed tomography (CT) imaging, providing tools for data preprocessing and neural network training.221
aaronshan/12306-captchaDeep learning-based system to recognize and classify 12306 captcha images281