Asmaa Aljuhani's repositories

analyzing_pathology_slides

analyzing_pathology_slides using HistomicsTK api

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ExploreTweetData

This is a course project for CS6140 Data Mining class at University of Utah Spring 2017

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HumanPartialPoses

Human Partial Parts segmentation

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CLAM

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

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DeepLearningSarcoma

Code from Foersch et al.

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Feature-Extraction-and-Image-Processing-Book-Examples

Code examples: Feature Extraction and Image Processing in Computer Vision Book

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FeatureExtraction

Feature extraction - Image Processing

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HE2RNA_code

Train a model to predict gene expression from histology slides.

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image_slicer

Split images into tiles. Join the tiles back together.

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importer_test

testing Phovea importer

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label-coach

An Image labelling platform as a web app to enable training of deeplearning models.

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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ML_project

Machine Learning Model to classify detect Mitoses cell structures

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NucleiSegmentation

cGAN-based Multi Organ Nuclei Segmentation

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phovea_core

Phovea core includes the plugin registry, data definition (+ common types: tables, matrix, vector, stratification), ajax, selections

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py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Supervised_Cluster_Evaluation

Allows to view the underlying structure of the data with respect to the ground truth labels

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w2v

Word2Vec models with Twitter data using Spark. Blog:

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