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htylab

htylab's Projects

cais-data-science-bowl-demo icon cais-data-science-bowl-demo

Training a 3D ConvNet to detect lung cancer from patient CT scans, while generating images of lung scans in real time. Adapted from 2017 Data Science Bowl

calendar-heatmap icon calendar-heatmap

A d3 heatmap representing time series data similar to github's contribution chart

cardiacmotionflow icon cardiacmotionflow

Code for the analysis of cardiac motion and cardiac pathology classification

chexnet icon chexnet

A pytorch reimplementation of CheXNet

cimas icon cimas

Cardiac Image Multi-Atlas Segmentation pipeline (CIMAS)

cloud-annotations icon cloud-annotations

🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.

cluster_roi icon cluster_roi

Python script to perform the spatially constrained parcellation of funcitonal MRI data as described in Craddock et al., Human Brain Mapp., 33 (9) 2012

cnn4brca icon cnn4brca

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis

comb icon comb

Open-source segmentation toolbox for 4D Cardiac MRI

connectomeviewer icon connectomeviewer

Software Application for the Visualization and Analysis of Multi-Modal Multi-Scale Network and Neuroimaging Data with Python

cookbook-code icon cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

cpac icon cpac

BIDS Application for the Configurable Pipeline for the Analysis of Connectomes (C-PAC)

cpac-config icon cpac-config

Various configuration files (Vagrantfiles, provisioning scripts) and documentation for the C-PAC testing environment.

d3 icon d3

A JavaScript visualization library for HTML and SVG.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

deeplab_v3 icon deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

deeplabv3plus icon deeplabv3plus

deeplabv3plus2018:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

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