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  • Rank 3,304,323 (Top 66 %)
  • Language
    Python
  • License
    MIT License
  • Created over 6 years ago
  • Updated over 5 years ago

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Repository Details

Python implementations of conventional Machine Learning Algorithms.

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Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
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BTClassification

Brain tumor classification on structural MR images of BraTS dataset based on 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.
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CellDetection

A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.
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8

BioMassters

An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery.
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9

CTReconstruction

Matlab code for: 1. reconstructing CT image by applying back projection, filtered back projection and convolution back projection; 2. maximum intensity projection.
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ADDetection

Alzheimer's Disease Detection from structural brain MR images of ADNI dataset by 3D Multi-Scale Convolutional Neural Network, which is a part of my master thesis project.
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Planet

Solution for Kaggle competition Planet: Understanding the Amazon from Space. (https://www.kaggle.com/c/planet-understanding-the-amazon-from-space)
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SegBrain

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Solutions of Bioinformatics Problems in Rosalind Using GoLang primarily.
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ECG-MLC

Multi-label classfication of 8-leads ECGs.
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Hackerrank_Python

Implementations of HackerRand problems, including 30 Days of Code, 10-days-of-statistics, Algorithm and Project Euler +.
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ReadWiki-ZH

Convert WIKI dumped XML (Chinese) to human readable documents in markdown and txt.
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AdversarialAttack

Attack models that are pretrained on ImageNet. (1) Attack single model or multiple models. (2) Apply white-box attacks or black-box attacks. (3) Apply non-targeted attacks or targeted attacks.
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