Name: Rafe McBeth
Type: User
Company: University of Pennsylvania
Bio: Assistant Professor, Medical Physics,
University of Pennsylvania
Location: Philadelphia, PA
Rafe McBeth's Projects
AAPM 2017 Thoracic Segmentation Challenge
accessible AutoML for deep learning.
This repository will guide you to create ChatGPT like chatbot using OpenAI's GPT 3.5 model
Matlab GPU Accelerated Deep Learning Toolbox
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Extensible radiation therapy research platform and viewer for DICOM and DICOM RT
Website for Data Science and AI for Medical Physicist being taught in Jan 2023 to graduate students in the UPenn Medicial Physics graduate program
Code for 2nd place solution to the 2017 National Data Science Bowl
Filtered backprojection in python without explicit use of Radon transform functions
Implementation of radon transform and inverse radon transform(using fbp) for image reconstruction.
Jupyter meets Vim. Vimmer will fall in love.
Kaggle datascience bowl 2017
Lung fields segmentation on CXR images using convolutional neural networks.
Lung fields segmentation on tomography images using convolutional neural networks.
Medical Affairs Applied Solutions ESAPI tool to create ScoreCards and score plans; in-metric Boolean/expansion; normalize dose to max score
Example code on how to apply machine learning methods to medical images. Contains code (python and python notebooks) and data (DICOM)
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
Opensource radiation treatment planning system in Python [AAPM'23]
PyPlanScoring codebase that was used on 2017 and 2018 - RT Plan Competition
My personal repository
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Tool for robust segmentation of 104 important anatomical structures in CT images
Scripts that have been useful. Includes some analysis of EGSnrc 3ddose files
Chest Xray image analysis using Deep learning !