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Nicholas Heller's Projects

adversarialvariationalbayes icon adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

asap icon asap

Program for the analysis and visualization of whole-slide images in digital pathology

automatic-renal icon automatic-renal

Code to compute the RENAL nephrometry score from a KiTS19-style semantic segmentation of kidneys and tumors

awesome-abdomen icon awesome-abdomen

A curated list of anatomical features in the human abdomen and relevant open datasets.

dali-miccai.github.io icon dali-miccai.github.io

The homepage of the MICCAI workshop on Data Augmentation, Labeling, and Imperfections (DALI)

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

ddr icon ddr

Dimensionality reduction for neural population decoding

dicom-to-png icon dicom-to-png

A simple python module to make it easy to batch convert DICOM files to PNG images.

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

isic18 icon isic18

The code associated with our submission to the 2018 ISIC challenge

kits19 icon kits19

The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge

kits21 icon kits21

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge

kits23 icon kits23

The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)

knight icon knight

The official repository of the ISBI 2022 KNIGHT Challenge

labels18 icon labels18

The code associated with our submission to the 3rd Workshop on Large Scale Annotation of Biomedical data and Expert Label Synthesis

labels19 icon labels19

The code and data associated with our submission to MICCAI-LABELS 2019

nems icon nems

NEMS helps you create & fit mathematical models to time series data

sonnet icon sonnet

TensorFlow-based neural network library

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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