Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection

Atkins, Connor; Tam, Gary; Edwards, Mike; Aslam, Muhammad; Zhang, Jiaxiang

doi:10.1007/978-3-031-98691-8_7

Conference Paper/Proceeding/Abstract 410 views 275 downloads

Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection

Connor Atkins, Gary Tam

, Mike Edwards

, Muhammad Aslam, Jiaxiang Zhang

Lecture Notes in Computer Science, Volume: 15917, Pages: 87 - 101

Swansea University Authors: Connor Atkins, Gary Tam , Mike Edwards , Jiaxiang Zhang

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DOI (Published version): 10.1007/978-3-031-98691-8_7

Published in:	Lecture Notes in Computer Science
ISBN:	9783031986901 9783031986918
ISSN:	0302-9743 1611-3349
Published:	Cham Springer Nature Switzerland 2026
Online Access:	Check full text
URI:	https://cronfa.swan.ac.uk/Record/cronfa69644

first_indexed	2025-06-08T12:44:04Z
last_indexed	2025-09-16T07:25:38Z
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spelling	2025-09-15T17:27:50.7281816 v2 69644 2025-06-08 Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection 7ca97985243eea5e7a2c0caf74e205c1 Connor Atkins Connor Atkins true false e75a68e11a20e5f1da94ee6e28ff5e76 0000-0001-7387-5180 Gary Tam Gary Tam true false 684864a1ce01c3d774e83ed55e41770e 0000-0003-3367-969X Mike Edwards Mike Edwards true false 555e06e0ed9a87608f2d035b3bde3a87 0000-0002-4758-0394 Jiaxiang Zhang Jiaxiang Zhang true false 2025-06-08 MACS Conference Paper/Proceeding/Abstract Lecture Notes in Computer Science 15917 87 101 Springer Nature Switzerland Cham 9783031986901 9783031986918 0302-9743 1611-3349 Histopathology; Digital Pathology; Whole Slide Image (WSI); Deep Learning; Segmentation 1 1 2026 2026-01-01 10.1007/978-3-031-98691-8_7 COLLEGE NANME Mathematics and Computer Science School COLLEGE CODE MACS Swansea University This work was funded by EPSRC grant number EP/S021892/1 and Cancer Research Wales. For the purpose of open access the authors have applied a Creative Commons Attribution (CC BY) licence to any Author Accepted Manuscript version arising from this submission. 2025-09-15T17:27:50.7281816 2025-06-08T13:40:04.4091575 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Connor Atkins 1 Gary Tam 0000-0001-7387-5180 2 Mike Edwards 0000-0003-3367-969X 3 Muhammad Aslam 4 Jiaxiang Zhang 0000-0002-4758-0394 5 69644__34416__901213e27a874146955e288d4c254aa1.pdf Cascade_Paper.pdf 2025-06-08T13:43:40.5841767 Output 2872746 application/pdf Accepted Manuscript true Author accepted manuscript document released under the terms of a Creative Commons CC-BY licence using the Swansea University Research Publications Policy (rights retention). true eng https://creativecommons.org/licenses/by/4.0/deed.en
title	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
spellingShingle	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection Connor Atkins Gary Tam Mike Edwards Jiaxiang Zhang
title_short	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
title_full	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
title_fullStr	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
title_full_unstemmed	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
title_sort	Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection
author_id_str_mv	7ca97985243eea5e7a2c0caf74e205c1 e75a68e11a20e5f1da94ee6e28ff5e76 684864a1ce01c3d774e83ed55e41770e 555e06e0ed9a87608f2d035b3bde3a87
author_id_fullname_str_mv	7ca97985243eea5e7a2c0caf74e205c1_*_Connor Atkins e75a68e11a20e5f1da94ee6e28ff5e76__Gary Tam 684864a1ce01c3d774e83ed55e41770e__Mike Edwards 555e06e0ed9a87608f2d035b3bde3a87_*_Jiaxiang Zhang
author	Connor Atkins Gary Tam Mike Edwards Jiaxiang Zhang
author2	Connor Atkins Gary Tam Mike Edwards Muhammad Aslam Jiaxiang Zhang
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container_title	Lecture Notes in Computer Science
container_volume	15917
container_start_page	87
publishDate	2026
institution	Swansea University
isbn	9783031986901 9783031986918
issn	0302-9743 1611-3349
doi_str_mv	10.1007/978-3-031-98691-8_7
publisher	Springer Nature Switzerland
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Multi-scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection

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