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Anna's Projects

3dunetcnn icon 3dunetcnn

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

3dyolo2 icon 3dyolo2

A convolutional neural network approach for 3D images

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

cadlab icon cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

clustering icon clustering

ICAE code(An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance)

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deepdepthdenoising icon deepdepthdenoising

This repo includes the source code of the fully convolutional depth denoising model presented in https://arxiv.org/pdf/1909.01193.pdf

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

mri-toolkit icon mri-toolkit

Collection of tools for MRI preprocessing for Deep Learning

msg-net icon msg-net

Depth Map Super-Resolution by Deep Multi-Scale Guidance, ECCV 2016

n2d icon n2d

A deep clustering algorithm. Code to reproduce results for the paper ## N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding.

neupy icon neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

segmentationreview icon segmentationreview

Slicer3D extension for rating using Likert-type score Deep-learning generated segmentations, with segment editor functionality. Created to speed up the validation process done by a clinician - the dataset loads in one batch with no need to load masks and volumes separately.

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