A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features A Saha, MR Harowicz, LJ Grimm, CE Kim, SV Ghate, R Walsh, ... British journal of cancer 119 (4), 508-516, 2018 | 229 | 2018 |
Multivariate machine learning models for prediction of pathologic response to neoadjuvant therapy in breast cancer using MRI features: a study using an independent validation set EH Cain, A Saha, MR Harowicz, JR Marks, PK Marcom, MA Mazurowski Breast cancer research and treatment 173, 455-463, 2019 | 188 | 2019 |
Deep learning for identifying radiogenomic associations in breast cancer Z Zhu, E Albadawy, A Saha, J Zhang, MR Harowicz, MA Mazurowski Computers in biology and medicine 109, 85-90, 2019 | 154 | 2019 |
Breast cancer MRI radiomics: An overview of algorithmic features and impact of inter‐reader variability in annotating tumors A Saha, MR Harowicz, MA Mazurowski Medical physics 45 (7), 3076-3085, 2018 | 66 | 2018 |
A study of association of Oncotype DX recurrence score with DCE-MRI characteristics using multivariate machine learning models A Saha, MR Harowicz, W Wang, MA Mazurowski Journal of cancer research and clinical oncology 144, 799-807, 2018 | 51 | 2018 |
Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ Z Zhu, M Harowicz, J Zhang, A Saha, LJ Grimm, ES Hwang, ... Computers in biology and medicine 115, 103498, 2019 | 47 | 2019 |
Algorithms for prediction of the Oncotype DX recurrence score using clinicopathologic data: a review and comparison using an independent dataset MR Harowicz, TJ Robinson, MA Dinan, A Saha, JR Marks, PK Marcom, ... Breast cancer research and treatment 162, 1-10, 2017 | 40 | 2017 |
Dynamic contrast-enhanced magnetic resonance images of breast cancer patients with tumor locations [Data set] A Saha, MR Harowicz, LJ Grimm, J Weng, EH Cain, CE Kim, SV Ghate, ... The Cancer Imaging Archive, 2021 | 31 | 2021 |
Can algorithmically assessed MRI features predict which patients with a preoperative diagnosis of ductal carcinoma in situ are upstaged to invasive breast cancer? MR Harowicz, A Saha, LJ Grimm, PK Marcom, JR Marks, ES Hwang, ... Journal of magnetic resonance imaging 46 (5), 1332-1340, 2017 | 30 | 2017 |
Interobserver variability in identification of breast tumors in MRI and its implications for prognostic biomarkers and radiogenomics A Saha, LJ Grimm, M Harowicz, SV Ghate, C Kim, R Walsh, ... Medical physics 43 (8Part1), 4558-4564, 2016 | 24 | 2016 |
Association of distant recurrence‐free survival with algorithmically extracted MRI characteristics in breast cancer MA Mazurowski, A Saha, MR Harowicz, EH Cain, JR Marks, PK Marcom Journal of Magnetic Resonance Imaging 49 (7), e231-e240, 2019 | 21 | 2019 |
Intra-tumor molecular heterogeneity in breast cancer: definitions of measures and association with distant recurrence-free survival A Saha, MR Harowicz, EH Cain, AH Hall, ESS Hwang, JR Marks, ... Breast cancer research and treatment 172, 123-132, 2018 | 12 | 2018 |
Deep learning-based features of breast MRI for prediction of occult invasive disease following a diagnosis of ductal carcinoma in situ: preliminary data Z Zhu, M Harowicz, J Zhang, A Saha, LJ Grimm, S Hwang, ... Medical imaging 2018: Computer-aided diagnosis 10575, 645-650, 2018 | 10 | 2018 |
Preoperative planning for structural heart disease MR Harowicz, A Shah, SL Zimmerman Radiologic Clinics 58 (4), 733-751, 2020 | 9 | 2020 |
Breast cancer molecular subtype classification using deep features: preliminary results Z Zhu, E Albadawy, A Saha, J Zhang, MR Harowicz, MA Mazurowski Medical imaging 2018: Computer-aided diagnosis 10575, 651-656, 2018 | 9 | 2018 |
Dynamic contrast-enhanced magnetic resonance images of breast cancer patients with tumor locations [Data set]. The Cancer Imaging Archive A Saha, MR Harowicz, LJ Grimm, J Weng, EH Cain, CE Kim, SV Ghate, ... Bethesda, MD, USA, 2021 | 8 | 2021 |
Kussmaul’s sign in pulmonary hypertension corresponds with severe pulmonary vascular pathology rather than right ventricular diastolic dysfunction FA Alkhunaizi, MR Harowicz, CG Ireland, BA Houston, RL Damico, ... Circulation: Heart Failure 14 (1), e007461, 2021 | 6 | 2021 |
Predictive parameters for the antecedent development of hip pathology associated with long segment fusions to the pelvis for the treatment of adult spinal deformity MD Kinon, R Nasser, JP Nakhla, O Adogwa, JR Moreno, M Harowicz, ... Surgical Neurology International 7, 2016 | 2 | 2016 |
Association of high proliferation marker Ki-67 expression with DCEMR imaging features of breast: a large scale evaluation A Saha, MR Harowicz, LJ Grimm, CE Kim, SV Ghate, R Walsh, ... Medical Imaging 2018: Computer-Aided Diagnosis 10575, 40-45, 2018 | 1 | 2018 |
Anatomic and Pathologic Causes of Recurrent Pulmonary Infections MR Harowicz, A Al Khalifah, KA Cohen, A DeMaio, PB Illei, EK Fishman, ... RadioGraphics 43 (6), e220106, 2023 | | 2023 |