MIT IAP short course: Matrix Calculus for Machine Learning and Beyond

A JupyterLab extension for displaying cell timings

A library for programmatically generating equivariant layers through constraint solving

Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020

[ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image

A Smooth Representation of SO(3) for Deep Rotation Learning with Uncertainty.

Creates a learning-curve plot for Jupyter/Colab notebooks that is updated in real-time.

Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!

A library for painless 3D tomographic reconstruction

Method to predict distributions over 3D object rotation from 2D images

Python-based software utilizing deep learning techniques to segment high-resolution time-of-flight MRI angiography data with high sensitivity towards small vessels

High Fidelity Medical Image-to-Image Translation with Spatial-Intensity Transforms

ECG to RR

Euclidean distance transform in pytorch

Python scripts for loading, pre-processing, Reconstructing and segmenting X-ray CT projection data from an openly available X-ray data set

Extension to nbdev for generating docs with Material for Mkdocs

[ACCV 2024 (Oral)] Official Implementation of "RayEmb: Arbitrary Landmark Detection in X-Ray Images Using Ray Embedding Subspace", Pragyan Shrestha, Chun Xie, Yuichi Yoshii, Itaru Kitahara

Robust PCA: PCP, Stable PCP, PCP with compressed data, IRCUR

Differentiable, physics-based renderer for realistic ultrasound synthesis from MRI, enabling registration and reconstruction via PyTorch.