Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results

K Quiaoit, D DiCenzo, K Fatima, D Bhardwaj… - PLoS …, 2020 - journals.plos.org
Background Neoadjuvant chemotherapy (NAC) is the standard of care for patients with
locally advanced breast cancer (LABC). The study was conducted to investigate the utility of …

Quantitative ultrasound radiomics in predicting response to neoadjuvant chemotherapy in patients with locally advanced breast cancer: results from multi‐institutional …

D DiCenzo, K Quiaoit, K Fatima, D Bhardwaj… - Cancer …, 2020 - Wiley Online Library
Background This study was conducted in order to develop a model for predicting response
to neoadjuvant chemotherapy (NAC) in patients with locally advanced breast cancer (LABC) …

Response monitoring of breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound, texture, and molecular features

L Sannachi, M Gangeh, H Tadayyon, A Sadeghi-Naini… - PloS one, 2018 - journals.plos.org
Background Pathological response of breast cancer to chemotherapy is a prognostic
indicator for long-term disease free and overall survival. Responses of locally advanced …

[HTML][HTML] Quantitative ultrasound assessment of breast tumor response to chemotherapy using a multi-parameter approach

H Tadayyon, L Sannachi, M Gangeh, A Sadeghi-Naini… - Oncotarget, 2016 - ncbi.nlm.nih.gov
Purpose This study demonstrated the ability of quantitative ultrasound (QUS) parameters in
providing an early prediction of tumor response to neoadjuvant chemotherapy (NAC) in …

[HTML][HTML] Breast cancer treatment response monitoring using quantitative ultrasound and texture analysis: Comparative analysis of analytical models

L Sannachi, M Gangeh, H Tadayyon, S Gandhi… - Translational …, 2019 - Elsevier
PURPOSE: The purpose of this study was to develop computational algorithms to best
determine tumor responses early after the start of neoadjuvant chemotherapy, based on …

Treatment response prediction using ultrasound-based pre-, post-early, and delta radiomics in neoadjuvant chemotherapy in breast cancer

M Yang, H Liu, Q Dai, L Yao, S Zhang, Z Wang… - Frontiers in …, 2022 - frontiersin.org
Objective To develop and validate a radiomics nomogram based on pre-treatment, early
treatment ultrasound (US) radiomics features combined with clinical characteristics for early …

Chemotherapy-response monitoring of breast cancer patients using quantitative ultrasound-based intra-tumour heterogeneities

A Sadeghi-Naini, L Sannachi, H Tadayyon, WT Tran… - Scientific reports, 2017 - nature.com
Anti-cancer therapies including chemotherapy aim to induce tumour cell death. Cell death
introduces alterations in cell morphology and tissue micro-structures that cause measurable …

[HTML][HTML] Quantitative ultrasound radiomics using texture derivatives in prediction of treatment response to neo-adjuvant chemotherapy for locally advanced breast …

A Dasgupta, S Brade, L Sannachi, K Quiaoit, K Fatima… - Oncotarget, 2020 - ncbi.nlm.nih.gov
Background: To investigate quantitative ultrasound (QUS) based higher-order texture
derivatives in predicting the response to neoadjuvant chemotherapy (NAC) in patients with …

A priori prediction of neoadjuvant chemotherapy response and survival in breast cancer patients using quantitative ultrasound

H Tadayyon, L Sannachi, MJ Gangeh, C Kim… - Scientific reports, 2017 - nature.com
Quantitative ultrasound (QUS) can probe tissue structure and analyze tumour
characteristics. Using a 6-MHz ultrasound system, radiofrequency data were acquired from …

A narrative review of ultrasound technologies for the prediction of neoadjuvant chemotherapy response in breast cancer

J Wang, Y Chu, B Wang, T Jiang - Cancer Management and …, 2021 - Taylor & Francis
The incidence and mortality rate of breast cancer (BC) in women currently ranks first
worldwide, and neoadjuvant chemotherapy (NAC) is widely used in patients with BC. A …