Preface

Harry Strange, Reyer Zwiggelaar

Research output: Chapter in Book/Report/Conference proceedingConference Proceeding (Non-Journal item)

1 Citation (Scopus)

Abstract

This paper investigates the use of mereotopological barcodes to help non-experts classify microcalcification clusters as either benign or malignant. When compared against classification using the microcalcification cluster segmentation maps, the use of barcodes is able to see a significant improvement in classification performance with the AUC significantly increasing (p<0.01) from 0.62 for images to 0.82 for barcodes on the MIAS dataset. This shows that barcodes could prove useful to aid clinicians with interpreting and classifying mammographic microcalcifications.
Original languageEnglish
Title of host publicationBreast Imaging
Subtitle of host publication13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, Proceedings
PublisherSpringer Nature
PagesV-VI
Number of pages8
Volume9699
ISBN (Electronic)978-3-319-41546-8
ISBN (Print)978-3-319-41545-1
DOIs
Publication statusPublished - 17 Jun 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN (Print)0302-9743

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