Artificial Intelligence in Medicine (AIM) Program

ChatGPT_NCCN

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

CXR-Lung-Risk

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

DeepCAC

Fully automatic coronary calcium risk assessment using Deep Learning.

DeepContrast

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

foundation-cancer-image-biomarker

Code and evaluation repository for the paper

OncQA

The effect of using a large language model to respond to patient messages ｜ Paper: https://arxiv.org/abs/2310.17703

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

SDoH

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

SlicerRadiomics

A Slicer extension to provide a GUI around pyradiomics

TotalSegmentator-to-nnUNet-format-convert

Convert the TotalSegmentator dataset into the nnUNet format

AIM-Harvard/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

AIM-Harvard/SlicerRadiomics

A Slicer extension to provide a GUI around pyradiomics

AIM-Harvard/foundation-cancer-image-biomarker

Code and evaluation repository for the paper

AIM-Harvard/DeepCAC

Fully automatic coronary calcium risk assessment using Deep Learning.

AIM-Harvard/SDoH

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

AIM-Harvard/DeepContrast

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

AIM-Harvard/ChatGPT_NCCN

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

AIM-Harvard/TotalSegmentator-to-nnUNet-format-convert

Convert the TotalSegmentator dataset into the nnUNet format

AIM-Harvard/CXR-Lung-Risk

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

AIM-Harvard/OncQA

The effect of using a large language model to respond to patient messages ｜ Paper: https://arxiv.org/abs/2310.17703

AIM-Harvard/DeepHeartRO

AIM-Harvard/DL-RT-segmention

Clinical validation of the DL-RT segmention

AIM-Harvard/onc-ai-factsheet

AIM-Harvard/pyradiomics_ibsi-benchmark

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

AIM-Harvard/bodycomp

AIM-Harvard/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

AIM-Harvard/fake2real

AIM-Harvard/NLP_CancerSDoH

NLP methods to explore SDoH underyling cancer disparities

AIM-Harvard/aimi_alpha

AIMI (alpha).

AIM-Harvard/body-composition

AIM-Harvard/FaceAge

Decoding biological age from face photographs using deep learning.

AIM-Harvard/mhub

Repository for the mhub project.

AIM-Harvard/DeepHeart

AIM-Harvard/DeepHeartSeg

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