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gregoryperkins's Projects

rootpainter3d icon rootpainter3d

RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy

rt-utils icon rt-utils

A minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.

rtdoseprediction icon rtdoseprediction

Automatic Radiotherapy Treatment Planning ， Knowledge-Based Planning ， Dose Prediction ， Cascade 3D Network (C3D) ，DCNN, Head and Neck , 1st Place Solution to the AAPM OpenKBP challenge

school icon school

Easy to use platform for creating online courses

scoop icon scoop

SCOOP (Scalable COncurrent Operations in Python)

seasnake icon seasnake

A tool to convert C++ code to Python code.

separate_cl icon separate_cl

[AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation

sepnet icon sepnet

Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.

sera icon sera

Standardized Environment for Radiomics Analysis

simpledrawing-desktop-app icon simpledrawing-desktop-app

SimpleDrawing is a basic desktop sketching application build using the Dear PyGui Graphical User Interface Toolkit in python for producing neat and quick sketches.

singa-auto icon singa-auto

A platform to automate the training (including hyper-parameter tuning) and inference of machine learning models

singa-easy icon singa-easy

Plugins for singa-auto platform (https://github.com/nusdbsystem/singa-auto) for AutoML

slicseg icon slicseg

An API and GUI application for semi-automated interactive segmentation of medical images.

sota-medseg icon sota-medseg

SOTA medical image segmentation methods based on various challenges

sst icon sst

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation

sta-663-2016 icon sta-663-2016

STA663 Statistical Computing and Computation, Spring 2016

sta-663-2019 icon sta-663-2019

Course notes for Computational Statistics and Statistical Compuing

tabs icon tabs

TABS: Transformer-based Automated Brain Segmentation

tkfontawesome icon tkfontawesome

Use any of the 1k+ free FontAwesome icons in your tkinter application.

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