hanemma7moud

hanemma7moud

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classification_models_3D

Set of models for classifcation of 3D volumes

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3D-GuidedGradCAM-for-Medical-Imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

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3DVAE-SwapDisentangled

Code of "3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces"

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anomagram

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

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anomaly_detection

This is the official implementation of "Anomaly Detection with Deep Perceptual Autoencoders".

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Autoencoders_Experiments

Experiments for autoencoders

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CTFSH

Code for the paper CTFSH: Full Head CT Anomaly Detection with Unsupervised Learning

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CTseg

Brain CT image segmentation, normalisation, skull-stripping and total brain/intracranial volume computation.

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ddsm

Digital Database for Digital Mammography Software

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Deep-learning-with-Python

Deep learning codes and projects using Python

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DenseNetFCN-3D

A 3D implementation of DenseNet & DenseNetFCN

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end2end-all-conv

Deep Learning to Improve Breast Cancer Detection on Screening Mammography

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handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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Matplot-lib-Basics

Matplot lib Basics. Ipython Notebook

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nobrainer

A framework for developing neural network models for 3D image processing.

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Pandas-basics

Pandas basics.

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PatternFlow

Pattern recognition and image processing library for Tensorflow

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Python-and-Numpy-Basics

Basics of Python and Numpy .

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python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

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pytorch-triplet-loss

Triplet-net and triplet loss implementation on pytorch

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siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

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signver

Signature Verification

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similarity-TF

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

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tensorflow-mnist-VAE

Tensorflow implementation of variational auto-encoder for MNIST

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tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

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Triplet-net-keras

Implementation of Triplet Neural Network on keras

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uniformizing-3D

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.

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