Deep learning models for automatic tumor segmentation and total tumor volume assessment in patients...
Deep learning models for automatic tumor segmentation and total tumor volume assessment in patients with colorectal liver metastases
About this item
Full title
Author / Creator
Wesdorp, Nina J. , Zeeuw, J. Michiel , Postma, Sam C. J. , Roor, Joran , van Waesberghe, Jan Hein T. M. , van den Bergh, Janneke E. , Nota, Irene M. , Moos, Shira , Kemna, Ruby , Vadakkumpadan, Fijoy , Ambrozic, Courtney , van Dieren, Susan , van Amerongen, Martinus J. , Chapelle, Thiery , Engelbrecht, Marc R. W. , Gerhards, Michael F. , Grunhagen, Dirk , van Gulik, Thomas M. , Hermans, John J. , de Jong, Koert P. , Klaase, Joost M. , Liem, Mike S. L. , van Lienden, Krijn P. , Molenaar, I. Quintus , Patijn, Gijs A. , Rijken, Arjen M. , Ruers, Theo M. , Verhoef, Cornelis , de Wilt, Johannes H. W. , Marquering, Henk A. , Stoker, Jaap , Swijnenburg, Rutger-Jan , Punt, Cornelis J. A. , Huiskens, Joost and Kazemier, Geert
Publisher
Vienna: Springer Vienna
Journal title
Language
English
Formats
Publication information
Publisher
Vienna: Springer Vienna
Subjects
More information
Scope and Contents
Contents
Background
We developed models for tumor segmentation to automate the assessment of total tumor volume (TTV) in patients with colorectal liver metastases (CRLM).
Methods
In this prospective cohort study, pre- and post-systemic treatment computed tomography (CT) scans of 259 patients with initially unresectable CRLM of the CAIRO5 trial (NCT...
Alternative Titles
Full title
Deep learning models for automatic tumor segmentation and total tumor volume assessment in patients with colorectal liver metastases
Authors, Artists and Contributors
Author / Creator
Zeeuw, J. Michiel
Postma, Sam C. J.
Roor, Joran
van Waesberghe, Jan Hein T. M.
van den Bergh, Janneke E.
Nota, Irene M.
Moos, Shira
Kemna, Ruby
Vadakkumpadan, Fijoy
Ambrozic, Courtney
van Dieren, Susan
van Amerongen, Martinus J.
Chapelle, Thiery
Engelbrecht, Marc R. W.
Gerhards, Michael F.
Grunhagen, Dirk
van Gulik, Thomas M.
Hermans, John J.
de Jong, Koert P.
Klaase, Joost M.
Liem, Mike S. L.
van Lienden, Krijn P.
Molenaar, I. Quintus
Patijn, Gijs A.
Rijken, Arjen M.
Ruers, Theo M.
Verhoef, Cornelis
de Wilt, Johannes H. W.
Marquering, Henk A.
Stoker, Jaap
Swijnenburg, Rutger-Jan
Punt, Cornelis J. A.
Huiskens, Joost
Kazemier, Geert
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_a19a493caa084001a45146bb529d450c
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a19a493caa084001a45146bb529d450c
Other Identifiers
ISSN
2509-9280
E-ISSN
2509-9280
DOI
10.1186/s41747-023-00383-4
