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Bala's Projects

brats17 icon brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

brats2018-tumor-segmentation icon brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

capsnetslaseg icon capsnetslaseg

Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

facets icon facets

Visualizations for machine learning datasets

fhirstarters icon fhirstarters

A collection of example projects to get you up to speed with HL7 FHIR

h2o icon h2o

h2o = fast statistical, machine learning & math runtime for bigdata

hyperdensenet icon hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

hyperdensenet_pytorch icon hyperdensenet_pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

kits19.miscnn icon kits19.miscnn

Kidney Tumor Segmentation Challenge 2019: MIScnn - 3D Residual U-Net

livianet icon livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

miscnn icon miscnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

projects icon projects

Projects that I am/was part of during my Master study in Medical Imaging and Applications Erasmus program (MAIA).

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