Segmentation of prostate and prostate zones using deep learning: A multi-MRI vendor analysis O Zavala-Romero, AL Breto, IR Xu, YCC Chang, N Gautney, A Dal Pra, ... Strahlentherapie und Onkologie 196, 932-942, 2020 | 48 | 2020 |
Classification of suspicious lesions on prostate multiparametric MRI using machine learning D Kwon, IM Reis, AL Breto, Y Tschudi, N Gautney, O Zavala-Romero, ... Journal of Medical Imaging 5 (3), 034502-034502, 2018 | 41 | 2018 |
Magnetic resonance imaging (MRI)-based radiomics for prostate cancer radiotherapy F Yang, JC Ford, N Dogan, KR Padgett, AL Breto, MC Abramowitz, ... Translational andrology and urology 7 (3), 445, 2018 | 33 | 2018 |
An automated multiparametric MRI quantitative imaging prostate habitat risk scoring system for defining external beam radiation therapy boost volumes R Stoyanova, F Chinea, D Kwon, IM Reis, Y Tschudi, NA Parra, AL Breto, ... International Journal of Radiation Oncology* Biology* Physics 102 (4), 821-829, 2018 | 19 | 2018 |
Deep learning for per-fraction automatic segmentation of gross tumor volume (GTV) and organs at risk (OARs) in adaptive radiotherapy of cervical cancer AL Breto, B Spieler, O Zavala-Romero, M Alhusseini, NV Patel, DA Asher, ... Frontiers in oncology 12, 854349, 2022 | 14 | 2022 |
Generative adversarial networks can create high quality artificial prostate cancer magnetic resonance images IRL Xu, DJ Van Booven, S Goberdhan, A Breto, J Porto, M Alhusseini, ... Journal of personalized medicine 13 (3), 547, 2023 | 11 | 2023 |
Automatic detection of prostate tumor habitats using diffusion MRI Y Tschudi, A Pollack, S Punnen, JC Ford, YC Chang, N Soodana-Prakash, ... Scientific reports 8 (1), 16801, 2018 | 11 | 2018 |
Simulated Adaptive Radiotherapy for Shrinking Glioblastoma Resection Cavities on a Hybrid MRI–Linear Accelerator B Guevara, K Cullison, D Maziero, GA Azzam, MI De La Fuente, K Brown, ... Cancers 15 (5), 1555, 2023 | 7 | 2023 |
Automatic segmentation of abdominal anatomy by artificial intelligence (AI) in adaptive radiotherapy of pancreatic cancer B Spieler, NV Patel, AL Breto, J Ford, R Stoyanova, O Zavala-Romero, ... International journal of radiation oncology, biology, physics 105 (1), E130-E131, 2019 | 6 | 2019 |
A Deep Learning Pipeline for per-Fraction Automatic Segmentation of GTV and OAR in cervical cancer AL Breto, O Zavala-Romero, D Asher, JB Baikovitz, J Ford, R Stoyanova, ... International Journal of Radiation Oncology, Biology, Physics 105 (1), S202, 2019 | 5 | 2019 |
A deep learning approach for automated volume delineation on daily MRI scans in glioblastoma patients AL Breto, K Cullison, K Jones, O Zavala-Romero, J Ford, EA Mellon, ... International journal of radiation oncology, biology, physics 111 (3), e89-e90, 2021 | 4 | 2021 |
Longitudinal changes and predictive value of multiparametric mri features for prostate cancer patients treated with MRI-guided lattice extreme ablative dose (LEAD) boost … A Algohary, M Alhusseini, AL Breto, D Kwon, IR Xu, SM Gaston, P Castillo, ... Cancers 14 (18), 4475, 2022 | 3 | 2022 |
A Deep Learning Approach for Automatic Segmentation during Daily MRI-Linac Radiotherapy of Glioblastoma AL Breto, K Cullison, EI Zacharaki, V Wallaengen, D Maziero, K Jones, ... Cancers 15 (21), 5241, 2023 | 2 | 2023 |
Longitudinal changes and predictive value of multiparametric MRI features for prostate cancer patients treated with MRI-guided lattice extreme ablative dose (LEAD) boost … A Algohary, M Alhusseini, AL Breto, D Kwon, IR Xu, SM Gaston, P Castillo, ... s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | 2 | 2022 |
Feasibility of Dynamic Contrast Enhanced MR Perfusion for Glioblastoma on a Low-Field MRI-Linac System D Maziero, R Stoyanova, YC Chang, A Breto, JC Ford, EA Mellon Medical Physics 48 (6), 2021 | 2 | 2021 |
The Effects of Androgen-Deprivation Therapy on MRI Delta Radiomics Features in a Prospective Radiotherapy Treatment Trial for Prostate Cancer R Stoyanova, C Lopez, AL Breto, IR Xu, D Kwon, GC Franco, A Dal Pra, ... International Journal of Radiation Oncology, Biology, Physics 108 (3), e354, 2020 | 2 | 2020 |
Deep Learning Approach for Multi-Reference Tissue Normalization on T2-weighted MRI in Longitudinal Dataset from Prospective Radiotherapy Trial for Prostate Cancer AL Breto, O Zavala-Romero, IR Xu, MC Abramowitz, A Dal Pra, S Punnen, ... International journal of radiation oncology, biology, physics 108 (3), S130, 2020 | 1 | 2020 |
Contrasting Circulating Tumor Cells and Free Circulating DNA Responses in Men Treated for Prostate Cancer after Primary Versus Salvage Radiotherapy R Stoyanova, AL Breto, A Ishkanian, A Dal Pra, A Pollack, A Williams, ... Clinical Oncology and Research, 1-9, 2020 | 1 | 2020 |
Nested 3D neural networks for kidney and tumor segmentation O Zavala-Romero, J Perez Matos, I Alvarez Illan, R Stoyanova, AL Breto, ... University of Minnesota Libraries Publishing, 2019 | 1 | 2019 |
Analysis of magnetic resonance image signal fluctuations acquired during MR-guided radiotherapy AL Breto, KR Padgett, JC Ford, D Kwon, C Chang, M Fuss, R Stoyanova, ... Cureus 10 (3), 2018 | 1 | 2018 |