Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results
Karina QuiaoitDaniel DiCenzoKashuf FatimaDivya BhardwajLakshmanan SannachiMehrdad J. GangehAli Sadeghi‐NainiArchya DasguptaMichael C. KoliosMaureen TrudeauSonal GandhiAndrea EisenFrances C. WrightNicole Look-HongArjun SahgalGreg J. StaniszChristine B. BrezdenRobert DinniwellWilliam T. TranWei YangBelinda CurpenGregory J. Czarnota
Abstract
QUS data obtained during NAC reflect the ongoing treatment-related changes during chemotherapy and can lead to better classifier performances in predicting the ultimate pathologic response to treatment compared to baseline features alone.
Metrics
Citation History
Topics
Related Documents
Quantitative ultrasound radiomics in predicting response to neoadjuvant chemotherapy in patients with locally advanced breast cancer: Results from multi‐institutional study
Daniel DiCenzoKarina QuiaoitKashuf FatimaDivya BhardwajLakshmanan SannachiMehrdad J. GangehAli Sadeghi‐NainiArchya DasguptaMichael C. KoliosMaureen TrudeauSonal GandhiAndrea EisenFrances C. WrightNicole Look HongArjun SahgalGreg J. StaniszChristine B. BrezdenRobert DinniwellWilliam T. TranWei YangBelinda CurpenGregory J. Czarnota
Radiomics in predicting recurrence for patients with locally advanced breast cancer using quantitative ultrasound
Archya DasguptaDivya BhardwajDaniel DiCenzoKashuf FatimaLaurentius O. OsapoetraKarina QuiaoitMurtuza SaifuddinStephen BradeMaureen TrudeauSonal GandhiAndrea EisenFrances C. WrightNicole Look-HongAli Sadeghi‐NainiBelinda CurpenMichael C. KoliosLakshmanan SannachiGregory J. Czarnota
Response monitoring using quantitative ultrasound methods and supervised dictionary learning in locally advanced breast cancer
Mehrdad J. GangehBrandon FungHadi TadayyonWilliam T. TranGregory J. Czarnota
Multi-parametric MRI radiomics for predicting response to neoadjuvant therapy in patients with locally advanced rectal cancer
Wenliang ZhuYisheng XuHanlin ZhuBaohua QiuMing ZhanHongjie Wang
Contrast enhanced ultrasound quantitative parameters for assessing neoadjuvant chemotherapy response in patients with locally advanced breast cancer
Anant SharmaShabnam Bhandari GroverChinta ManiCharanjeet Ahluwalia