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Conference Paper: Early Prediction of Treatment Response and Mortality in Advanced Cervical Cancer: Temporal Changes of Functional MRI and FDG PET/CT Radiomics

TitleEarly Prediction of Treatment Response and Mortality in Advanced Cervical Cancer: Temporal Changes of Functional MRI and FDG PET/CT Radiomics
Authors
Oztek, MABowen, SRPartridge, SCHippe, DSYuh, HTNelson, ASLo, SSLee, EYPLeung, EGrecula, JCHarkenrider, MKnopp, MWWu, WMayr, NA
Issue Date2020
PublisherInternational Society of Magnetic Resonance Imaging (ISMRM) .
Citation
28th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), Virtual Conference, 8-14 August 2020 How to Cite?
AbstractDCE, ADC and 18FDG PET/CT radiomics parameters, obtained simultaneously before, early during and midway during ongoing radiation/chemotherapy correlate with tumor response and particularly mortality, and can serve as early predictors of treatment outcome in advanced cervical cancer. Longitudinal development of functional heterogeneity may be a sensitive measure reflecting responsiveness of individual tumors to a specific cytotoxic treatment regimen. Particularly the persistence of skewness of the dynamic contrast enhancement within the tumor volume predicted cancer mortality. Functional radiomics assessment may help address the unmet need for a patient- and treatment-specific early indicator of tumor responsiveness and survival.
DescriptionOral - Power Pitch Session PP-10: Machine Learning, Imaging Optimization, and Cancer: Body Trunk Cancer
Persistent Identifierhttp://hdl.handle.net/10722/285348

 

DC FieldValueLanguage
dc.contributor.authorOztek, MA-
dc.contributor.authorBowen, SR-
dc.contributor.authorPartridge, SC-
dc.contributor.authorHippe, DS-
dc.contributor.authorYuh, HT-
dc.contributor.authorNelson, AS-
dc.contributor.authorLo, SS-
dc.contributor.authorLee, EYP-
dc.contributor.authorLeung, E-
dc.contributor.authorGrecula, JC-
dc.contributor.authorHarkenrider, M-
dc.contributor.authorKnopp, MW-
dc.contributor.authorWu, W-
dc.contributor.authorMayr, NA-
dc.date.accessioned2020-08-18T03:52:38Z-
dc.date.available2020-08-18T03:52:38Z-
dc.date.issued2020-
dc.identifier.citation28th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), Virtual Conference, 8-14 August 2020-
dc.identifier.urihttp://hdl.handle.net/10722/285348-
dc.descriptionOral - Power Pitch Session PP-10: Machine Learning, Imaging Optimization, and Cancer: Body Trunk Cancer-
dc.description.abstractDCE, ADC and 18FDG PET/CT radiomics parameters, obtained simultaneously before, early during and midway during ongoing radiation/chemotherapy correlate with tumor response and particularly mortality, and can serve as early predictors of treatment outcome in advanced cervical cancer. Longitudinal development of functional heterogeneity may be a sensitive measure reflecting responsiveness of individual tumors to a specific cytotoxic treatment regimen. Particularly the persistence of skewness of the dynamic contrast enhancement within the tumor volume predicted cancer mortality. Functional radiomics assessment may help address the unmet need for a patient- and treatment-specific early indicator of tumor responsiveness and survival.-
dc.languageeng-
dc.publisherInternational Society of Magnetic Resonance Imaging (ISMRM) .-
dc.relation.ispartof28th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM)-
dc.titleEarly Prediction of Treatment Response and Mortality in Advanced Cervical Cancer: Temporal Changes of Functional MRI and FDG PET/CT Radiomics-
dc.typeConference_Paper-
dc.identifier.emailLee, EYP: eyplee77@hku.hk-
dc.identifier.authorityLee, EYP=rp01456-
dc.identifier.hkuros312779-

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