Artificial Intelligence in Medicine (AIM) Program

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

SlicerRadiomics

A Slicer extension to provide a GUI around pyradiomics

foundation-cancer-image-biomarker

Code and evaluation repository for the paper

DeepCAC

Fully automatic coronary calcium risk assessment using Deep Learning.

SDoH

Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41746-023-00970-0

DeepContrast

A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.

ChatGPT_NCCN

Code base, outputs, scoring guidelines and annotations for ChatGPT NCCN evaluation | Paper: https://jamanetwork.com/journals/jamaoncology/fullarticle/2808731

TotalSegmentator-to-nnUNet-format-convert

Convert the TotalSegmentator dataset into the nnUNet format

CXR-Lung-Risk

Deep learning to estimate lung-related mortality from chest radiographs.

DeepHeartRO

DL-RT-segmention

Clinical validation of the DL-RT segmention

onc-ai-factsheet

OncQA

The Impact of Using an AI Chatbot to Respond to Patient Messages ｜ Paper: https://arxiv.org/abs/2310.17703

pyradiomics_ibsi-benchmark

Small package containing code to compare PyRadiomics features to the IBSI benchmark

NLP_CancerSDoH

NLP methods to explore SDoH underyling cancer disparities

aimi_alpha

AIMI (alpha).

Eso_alpha

Deep Learning-Based Natural Language Processing to Automate Esophagitis Severity Grading from the Electronic Health Records | Paper: https://arxiv.org/pdf/2303.13722.pdf

mhub

Repository for the mhub project.

bodycomp

DeepHeart

DeepHeartSeg

Private repo for the technical paper on heart segmentation using Deep Learning.