Trained CNN to detect four types of dermoscopic criteria based on our winning entry for Part 2 of the 2017 ISIC Skin Challenge

(Jeremy Kawahara)

SMLM PC3 Cav1/CAVIN1 Point Cloud Data

3D point clouds of super resolution molecule localization microscopy (SMLM) of Cav1 protein in prostate cancer (PC3) and CAVIN1/PTRF transfected PC3 (PC3-PTRF) cells

(Ismail Khater with Prof. Nabi)

Derm7pt Dermatology Dataset

1011 cases w/ dermoscopic and clinical images, and meta-data, labeled by dermatologist with lesion type and 7-Point Checklist Criteria

(Jeremy Kawahara with Dr. Argenziano)

Melanoma Recognition via Visual Attention

Attention-based method for melanoma recognition, with attention map regularization

(Yiqi Yan and Jeremy Kawahara)

Local synthetic instances (LSI)

An oversampling method for synthetic data generation or similar tasks. It is designed for the challenging case of high-dimensional, non-gaussian data with low sample size

(Colin Brown)


Recurrent Visual Attention Model for Analyzing Histopathology Whole Slide Images

(Aïcha Bentaieb)


Uncertainty-guided Multi-loss Functions

(Aïcha Bentaieb)


Transferring Stains Across Histopathology Images and Datasets

(Aïcha Bentaieb)


Convolutional neural networks for connectomes

(Jeremy Kawahara and Colin Brown)


Highlight vascular structures exhibiting radial distension pulsatile motions

(Alborz Amir-Khalili)


Topology-Aware Fully Convolutional Network for Image Segmentation

(Aïcha Bentaieb)


Take a field of diffusion orientation distribution functions (ODF) and map them to a graph representation

(Brian Booth)


Take a diffusion MRI scan and generate a graph representation, combined with Dijkstra’s algorithm to perform minimal path tractography.

(Brian Booth)


MATLAB tool to generate information content measures from tensor-valued data.

(Brian Booth)


MATLAB tool for competitive, multi-region, probabilistic tractography.

(Brian Booth)


MATLAB toolbox to highlight corners, tubular structures, and sheet-like structures in diffusion tensor images.

(Brian Booth & Krishna Nand)


MATLAB tool to segment highly-curved fiber bundles from DTI

(Brian Booth)


Statistical Template Estimation for Abnormality Mapping

(Brian Booth)


MATLAB code for segmenting cervical cells, based on "A Variational Approach for Overlapping Cell Segmentation"

(Masoud Nosrati)

DeformIt 2.0

Image Data Augmentation Tool: Simulate novel images with ground truth segmentations from a single image-segmentation pair

(Brian Booth)


MATLAB viewer for 3D scalar, vector, and tensor-valued medical images

(Hossein Badakhshannoory)


CUDA code for Fast GPU Fitting of Kinetic Models for Dynamic PET

(Ben Smith )

DT-MRI Bilateral Filtering

(Judith Hradsky & Brian Booth)

MRF Scale Selection

MRF based method for vessel scale selection

(Hengameh Mirzaliian)


Software for simulating hair on skin images for dermatology studies

(Hengameh Mirzaliian)

ILR Toolkit

Software library for manipulating multi-region, probabilistic shapes using Aitchison geometry

(Shawn Andrews)


Software for tracking the movement of the tongue in ultrasound sequences

(Lisa Tang)


Simulate 3D images of vascular trees based on oxygen demand maps and physical parameters

(Preet Jassi)


Interactive 3D image segmentation software with a unique "spotlight" feature

(Andrew Top)


Perception-based visualization of manifold-valued medical images using distance preserving dimensionality reduction

(Chris McIntosh)


Fast version of random walker with priors

(Shawn Andrews)

ITK and ITK Image IO on Apple iOS

Documentation and code for running ITK on iOS devices (iPod touch, iPhone, iPad)

(Boris Shabash & Zhi Feng Huang)


Intuitive and efficient vessel segmentation tool, finds centre-line and boundaries simultaneously

(Miranda Poon and Ryan Dickie)

NMQC on FlintBox (License Extension)

scintillation camera quality control tests following NEMA procedures

(Andy Rova)

ACO Shape Correspondence [on TMW]

Ant Colony Optimization for Shape Correspondence

(Olive van Kaick)


n-dimensional SIFT

(3D SIFT, 4D SIFT, etc.)

(scale invariant feature transform)

(Warren Cheung)


ITK Deformable Organisms framework

(Chris McIntosh)


MATLAB-ITK interface for calling ITK filters from MATLAB

(Vincent Chu)


Matlab program for interactive 2D segmentation

Active Contour Models (Snakes)

Matlab program for interactive 2D segmentation

Active Shape Models

Matlab program for 2D segmentation of known shapes

Spring-Mass Mesh Model

Matlab Physics-based implementation of a spring-mass mesh model

Medial Shape Profiles

Matlab GUI demo for shape representation & (statistics- and operator-based) deformations

Synthetic Sequence Generator

Matlab GUI for generating synthetic sequences (shapes and images)