AI Slipping on Tiles: Data Leakage in Digital Pathology

Nicole Bussola; Alessia Marcolini; Valerio Maggio; Giuseppe Jurman; Cesare Furlanello

doi:10.1007/978-3-030-68763-2_13

AI Slipping on Tiles: Data Leakage in Digital Pathology

Nicole Bussola, Alessia Marcolini, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello

Bristol Medical School (PHS)

Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

24 Citations (Scopus)

Original language	English
Title of host publication	Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings
Editors	Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
Pages	167-182
Number of pages	16
DOIs	https://doi.org/10.1007/978-3-030-68763-2_13
Publication status	Published - 21 Feb 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12661 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

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10.1007/978-3-030-68763-2_13

http://link.springer.com/10.1007/978-3-030-68763-2_13

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Bussola, N., Marcolini, A., Maggio, V., Jurman, G., & Furlanello, C. (2021). AI Slipping on Tiles: Data Leakage in Digital Pathology. In A. Del Bimbo, R. Cucchiara, S. Sclaroff, G. M. Farinella, T. Mei, M. Bertini, H. J. Escalante, & R. Vezzani (Eds.), Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings (pp. 167-182). Article Chapter 13 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12661 LNCS). https://doi.org/10.1007/978-3-030-68763-2_13

Bussola, Nicole ; Marcolini, Alessia ; Maggio, Valerio et al. / AI Slipping on Tiles: Data Leakage in Digital Pathology. Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. editor / Alberto Del Bimbo ; Rita Cucchiara ; Stan Sclaroff ; Giovanni Maria Farinella ; Tao Mei ; Marco Bertini ; Hugo Jair Escalante ; Roberto Vezzani. 2021. pp. 167-182 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Bussola, N, Marcolini, A, Maggio, V, Jurman, G & Furlanello, C 2021, AI Slipping on Tiles: Data Leakage in Digital Pathology. in A Del Bimbo, R Cucchiara, S Sclaroff, GM Farinella, T Mei, M Bertini, HJ Escalante & R Vezzani (eds), Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings., Chapter 13, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12661 LNCS, pp. 167-182. https://doi.org/10.1007/978-3-030-68763-2_13

AI Slipping on Tiles: Data Leakage in Digital Pathology. / Bussola, Nicole; Marcolini, Alessia; Maggio, Valerio et al.
Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. ed. / Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani. 2021. p. 167-182 Chapter 13 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12661 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

TY - CHAP

T1 - AI Slipping on Tiles: Data Leakage in Digital Pathology

AU - Bussola, Nicole

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AU - Maggio, Valerio

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AU - Furlanello, Cesare

PY - 2021/2/21

Y1 - 2021/2/21

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DO - 10.1007/978-3-030-68763-2_13

M3 - Chapter in a book

SN - 9783030687625

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 167

EP - 182

BT - Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings

A2 - Del Bimbo, Alberto

A2 - Cucchiara, Rita

A2 - Sclaroff, Stan

A2 - Farinella, Giovanni Maria

A2 - Mei, Tao

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A2 - Escalante, Hugo Jair

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Bussola N, Marcolini A, Maggio V, Jurman G, Furlanello C. AI Slipping on Tiles: Data Leakage in Digital Pathology. In Del Bimbo A, Cucchiara R, Sclaroff S, Farinella GM, Mei T, Bertini M, Escalante HJ, Vezzani R, editors, Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. 2021. p. 167-182. Chapter 13. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-68763-2_13