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3dsulci

Development of local XAI techniques and generalized the results using PCA to study the learning pattern

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

ants

Advanced Normalization Tools (ANTs)

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

books

cardiac-segmentation

Convolutional Neural Networks for Cardiac Segmentation

cardiac-segmentation-1

Right Ventricle Cardiac MRI Segmentation

cellml

Some copies of cellml.org electrophysiology models with metadata annotations for use with Chaste

chaste

Chaste - Cancer Heart And Soft Tissue Environment - main public repository

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

crossnet

Cross-view Supervised Learning

deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

denres-131

A new deep learning classifier for COVID-19 and lung diseases classification

dense3dcrf

Fully-connected (dense) 3D CRF for processing biomedical scans

digits

Deep Learning GPU Training System

dsp_fft_filters

A Matlab code for filtering digital signals by filters in the Fourier space.

emd_ecg

Empirical Mode Decomposition filter to remove the baseline frequency in ECG signal

evaluatesegmentation

A program to evaluate the quality of image segmentations.

generative-adversarial-network-based-synthesis-for-supervised-medical-image-segmentation

Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'

gp_emu_uqsa

Gaussian Process emulation for Uncertainty Quantification and Sensitivity Analysis

gpc

Gaussian process code in C++ including some implementations of GP-LVM and IVM.

gpy

Gaussian processes framework in python

heart-segm

hello-world

brief biography

keras-contrib

Keras community contributions

lv-ortho-modes

Left ventricular orthogonal clinical modes: http://www.cardiacatlas.org/tools/lv-shape-orthogonal-clinical-modes/

ma-socratis

Multi Atlas - Segmentation Of Cardiac Region And Total Infarct Scar (MA-SOCRATIS) is an unsupervised automatic pipeline that is capable of segmenting ventricular myocardium and scar from late gadolinium enhanced MR images (LGE-MRI) of left ventricle

magpy

Model Analysis with Gaussian Processes in Python

medical-image-analysis

Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep Learning and Deformable models