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List of works by Matthew B. Blaschko

Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning

scientific article published on 25 July 2019

Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation

scientific article published on 22 September 2020

An ensemble deep learning based approach for red lesion detection in fundus images.

scientific article published on 14 October 2017

Artery-vein segmentation in fundus images using a fully convolutional network

scientific article published on 15 June 2019

Convex relaxations of penalties for sparse correlated variables with bounded total variation

Efficient subwindow search: a branch and bound framework for object localization

scientific article published on 01 December 2009

Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks

scientific article published on 06 July 2018

Learning from M/EEG data with variable brain activation delays

scientific article

Learning fully-connected CRFs for blood vessel segmentation in retinal images

scientific article published on 01 January 2014

Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index

scientific article published on 15 June 2020

Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k-support norm.

scientific article

Proliferative Diabetic Retinopathy Characterization based on Fractal Features: Evaluation on a Publicly Available Data Set.

scientific article published on 17 October 2017

Scattering Networks for Hybrid Representation Learning

scientific article published on 19 July 2018

Semixup: In-and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

scientific article published on 17 August 2020

The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses

scientific article published on 23 November 2018

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