List of works - Veronika Cheplygina

Asymmetric similarity-weighted ensembles for image segmentation

scientific article published in April 2016

Automatic emphysema detection using weakly labeled HRCT lung images

scientific article published in PLoS ONE

BRIDGING STRUCTURE AND FEATURE REPRESENTATIONS IN GRAPH MATCHING

scientific article published in August 2012

Bag Dissimilarities for Multiple Instance Learning

scientific article published in 2011

Cats or CAT scans: Transfer learning from natural or medical image source data sets?

scientific article published in March 2019

Class-Dependent Dissimilarity Measures for Multiple Instance Learning

scientific article published in 2012

Classification of COPD with Multiple Instance Learning ⬇️

scholarly article published August 2014

Combining Instance Information to Classify Bags

scientific article published in 2013

Correction: Automatic emphysema detection using weakly labeled HRCT lung images

scientific article published on 01 August 2019

Crowdsourcing airway annotations in chest computed tomography images

scientific article

Dissimilarity Representations for Low-Resolution Face Recognition

scientific article published in 2015

Dissimilarity-Based Ensembles for Multiple Instance Learning ⬇️

scientific article published in June 2016

Early Experiences with Crowdsourcing Airway Annotations in Chest CT

scientific article published in 2016

Effective Self-Management for Early Career Researchers in the Natural and Life Sciences

scientific article published on 01 April 2020

High-level prior-based loss functions for medical image segmentation: A survey

scientific article

Label Stability in Multiple Instance Learning ⬇️

article by Veronika Cheplygina et al published 2015 in Lecture Notes in Computer Science

Multiple instance learning with bag dissimilarities

scientific article published in January 2015

Multiple instance learning: A survey of problem characteristics and applications

scientific article

Network-Guided Group Feature Selection for Classification of Autism Spectrum Disorder

scientific article published in 2014

Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

scientific article published on 29 March 2019

On classification with bags, groups and sets ⬇️

scientific article published in July 2015

On the Informativeness of Asymmetric Dissimilarities

scientific article published in 2013

Pruned Random Subspace Method for One-Class Classifiers

scientific article published in 2011

Single- vs. multiple-instance classification

scientific article published in September 2015

Ten simple rules for getting started on Twitter as a scientist

scientific article published on 10 February 2020

The Similarity Between Dissimilarities

scientific article published in 2016

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease

scientific article published on 03 November 2017

List of works by Veronika Cheplygina

Asymmetric similarity-weighted ensembles for image segmentation

Automatic emphysema detection using weakly labeled HRCT lung images

BRIDGING STRUCTURE AND FEATURE REPRESENTATIONS IN GRAPH MATCHING

Bag Dissimilarities for Multiple Instance Learning

Cats or CAT scans: Transfer learning from natural or medical image source data sets?

Class-Dependent Dissimilarity Measures for Multiple Instance Learning

Classification of COPD with Multiple Instance Learning ⬇️

Combining Instance Information to Classify Bags

Correction: Automatic emphysema detection using weakly labeled HRCT lung images

Crowdsourcing airway annotations in chest computed tomography images

Dissimilarity Representations for Low-Resolution Face Recognition

Dissimilarity-Based Ensembles for Multiple Instance Learning ⬇️

Early Experiences with Crowdsourcing Airway Annotations in Chest CT

Effective Self-Management for Early Career Researchers in the Natural and Life Sciences

High-level prior-based loss functions for medical image segmentation: A survey

Label Stability in Multiple Instance Learning ⬇️

Multiple instance learning with bag dissimilarities

Multiple instance learning: A survey of problem characteristics and applications

Network-Guided Group Feature Selection for Classification of Autism Spectrum Disorder

Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

On classification with bags, groups and sets ⬇️

On the Informativeness of Asymmetric Dissimilarities

Pruned Random Subspace Method for One-Class Classifiers

Single- vs. multiple-instance classification

Ten simple rules for getting started on Twitter as a scientist

The Similarity Between Dissimilarities

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease

Using Uncertainty Estimation To Reduce False Positives In Liver Lesion Detection