dmolony3

ResUNet

Tensorflow implementation of Residual U-Net

DeepIVUS

Platform for deep learning based segmentation and phenotyping of IVUS pullbacks

DRN

Dilated Residual Network for Semantic Segmentation

OCT

GUI for segmenting the lumen of intravascular OCT pullbacks

Torch_to_TF

Code showing how to port ResNet Pytorch weights to Tensorflow 2.0

SimCLR

Tensorflow implementation of SimCLR

IVUS

Repository for registering 2 IVUS pullbacks

SMITH

Pytorch implementation of SMITH - Siamese multi-depth transformer based hierarchical encoder

Vessel_Truncation

Repository for truncating surface geometry of a vascular tree

Atlanta-Deep-Learning-Meetup

Transfer Learning for Natural Language Processing: Rise of the Transformers!

dicom

convoluation neural network of coronary images project

projector_embedding

Files for creating image embedding and for running in tensorflow projector

bland-altman

Code for creating bland-altman and concordance correlation coefficient plots

CardioAssist

Text prediction app for huggingface transformers

ClipVessel

3D Slicer extension for clipping or truncating 3D arteries

Cambridge

Codes for analyzing WSS

CNNTracker

Code accompanying the paper 'Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier' (Medical Image Analysis)

dmolony3.github.io

ExtensionsIndex

Slicer extensions index

FMM

Repository for calculating the fractional myocardial mass (FMM).

GAN_embedding

Tensorflow projections comparing real images and images generated by SPADE GAN

MIM-Med3D

A repo for Masked Image Modeling for 3D Medical Images

SlicerExtension-VMTK

SlicerFractionalMyocardialMass

Repository for calculating the fractional myocardial mass and the myocardial mass at risk

SlicerMONAIViz

MONAIViz - 3D Slicer Extension

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.