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David's Projects

bland-altman icon bland-altman

Code for creating bland-altman and concordance correlation coefficient plots

clipvessel icon clipvessel

3D Slicer extension for clipping or truncating 3D arteries

deepivus icon deepivus

Platform for deep learning based segmentation and phenotyping of IVUS pullbacks

dicom icon dicom

convoluation neural network of coronary images project

drn icon drn

Dilated Residual Network for Semantic Segmentation

fmm icon fmm

Repository for calculating the fractional myocardial mass (FMM).

gan_embedding icon gan_embedding

Tensorflow projections comparing real images and images generated by SPADE GAN

ivus icon ivus

Repository for registering 2 IVUS pullbacks

mim-med3d icon mim-med3d

A repo for Masked Image Modeling for 3D Medical Images

oct icon oct

GUI for segmenting the lumen of intravascular OCT pullbacks

resunet icon resunet

Tensorflow implementation of Residual U-Net

simclr icon simclr

Tensorflow implementation of SimCLR

smith icon smith

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

torch_to_tf icon torch_to_tf

Code showing how to port ResNet Pytorch weights to Tensorflow 2.0

transformers icon transformers

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

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