Michael Harowicz
Michael Harowicz
Diagnostic Radiology Resident, Johns Hopkins Hospital
Verified email at jhmi.edu
Title
Cited by
Cited by
Year
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 (2), 455-463, 2019
352019
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
322019
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), 1-10, 2017
262017
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
242018
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 (5), 799-807, 2018
232018
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
192018
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
142017
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
112016
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
82019
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, 105752X, 2018
62018
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, 105752W, 2018
42018
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
32019
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 (1), 123-132, 2018
22018
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
12016
Preoperative Planning for Structural Heart Disease
MR Harowicz, A Shah, SL Zimmerman
Radiologic Clinics 58 (4), 733-751, 2020
2020
Imaging for Sizing Transcatheter Valve Interventions
MR Harowicz, SL Zimmerman
ARRS 2020 in Chicago, IL, 2020
2020
Advanced imaging (CT and MRI) in patients with headache or low back pain: Appropriate use criteria derived from high grade evidence in the literature to direct high value care.
M Harowicz, J Evan, F Verde, PT Johnson, RN Nadgir
AUR 2020 in Philadelphia, PA, 2020
2020
Starting Residency Right: Implementation of a Peer-driven Introductory Curriculum for Incoming Radiology Residents
C Brookmeyer, H Recht, A Solomon, M Harowicz, E Gomez, L Solnes
AUR 2020 in Philadelphia, PA, 2020
2020
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, 1057507, 2018
2018
Can BI-RADS features on mammography be used as a surrogate for expensive genomic testing in breast cancer patients?
MR Harowicz, JR Marks, PK Marcom, MA Mazurowski
Medical Imaging 2017: Image Perception, Observer Performance, and Technology …, 2017
2017
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Articles 1–20