gregoryperkins Goto Github PK

3d-espnet

Efficient Segmentation for Volumetric Data

3d-machine-learning

A resource repository for 3D machine learning

abdominal-multi-organ-segmentation

abdominal multi-organ segmentation using pytorch

ai-biopsy

ai-deep-learning-lab

Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab

ai-for-healthcare-nanodegree

Learn to build, evaluate, and integrate predictive models that have the power to transform patient outcomes. Begin by classifying and segmenting 2D and 3D medical images to augment diagnosis and then move on to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, build an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.

altas-of-pelvis-segmentation-and-trajectory-planning

An open-source pelvis atlas is constructed to provide pelvis CT segmentations, statistical shape models, and surgical screw trajectories

anatomynet-for-anatomical-segmentation

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

antsr

Advanced Normalization Tools in R

app_bank_gui_v01_pyside_or_pyqt_qt_quick_qml

arm-net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

asclepios-dicom-viewer

Bachelor's thesis project. Bachelor thesis project. A DICOM Viewer written in C++, QT and VTK.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

augmentor3d

A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.

automated-prostate-cancer-detection-using-mri

This is the repo hosting the capstone project work

awesome-ai-cancer

Awesome artificial intelligence in cancer diagnostics and oncology

awesome-ai-cardiology

Awesome resources for artificial intelligence in cardiology

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bladder-cancer-detection

Cohort 14 Capstone Project for the Certificate of Data Science at Georgetown University School of Continuing Studies.

bmc

GPU accelerated Monte Carlo simulation platform for Photon Therapy

brachyandai

A list of machine and deep learning publications in interventional radiotherapy and related fields

brain-mets-seer

Reproducibility materials for a study of brain metastases incidence and Medicare claims classification accuracy

brats2017

breast-cancer-predictor

A Flask based web application to predict breast cancer.

breast_cancer_classification

Using sklearn with pandas and KNN algorithm to develop a prediction model for malignant and benign tumors

camicroscope

Digital pathology image viewer with support for human/machine generated annotations and markups.

capstone-2-espnet-use-case-brats-brain-tumor-segmentation-mri

Segmentation of BraTS MRI data set using ESPNet, Unet, Random Forest

capstone-project-pancreatic-cancer-detector

capstone_project

Differential gene expression analysis of TCGA dataset containing expression data for normal and kidney cancer cells