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Matthew T Bigelow
Matthew T Bigelow
Other namesMatthew Bigelow
Data Analytics Consultant, Ohio State University
Verified email at osumc.edu
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Cited by
Cited by
Year
Automated brain metastases detection framework for T1-weighted contrast-enhanced 3D MRI
E Dikici, JL Ryu, M Demirer, M Bigelow, RD White, W Slone, BS Erdal, ...
IEEE journal of biomedical and health informatics 24 (10), 2883-2893, 2020
692020
Integrating AI into radiology workflow: levels of research, production, and feedback maturity
E Dikici, M Bigelow, LM Prevedello, RD White, BS Erdal
Journal of Medical Imaging 7 (1), 016502-016502, 2020
682020
Detection and localisation of hip fractures on anteroposterior radiographs with artificial intelligence: proof of concept
JS Yu, SM Yu, BS Erdal, M Demirer, V Gupta, M Bigelow, A Salvador, ...
Clinical radiology 75 (3), 237. e1-237. e9, 2020
572020
Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network
S Candemir, RD White, M Demirer, V Gupta, MT Bigelow, LM Prevedello, ...
Computerized Medical Imaging and Graphics 83, 101721, 2020
522020
Performance of a deep neural network algorithm based on a small medical image dataset: incremental impact of 3D-to-2D reformation combined with novel data augmentation …
V Gupta, M Demirer, M Bigelow, KJ Little, S Candemir, LM Prevedello, ...
Journal of digital imaging 33, 431-438, 2020
292020
A user interface for optimizing radiologist engagement in image data curation for artificial intelligence
M Demirer, S Candemir, MT Bigelow, SM Yu, V Gupta, LM Prevedello, ...
Radiology: Artificial Intelligence 1 (6), e180095, 2019
272019
Using transfer learning and class activation maps supporting detection and localization of femoral fractures on anteroposterior radiographs
V Gupta, M Demirer, M Bigelow, MY Sarah, SY Joseph, LM Prevedello, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1526-1529, 2020
172020
Constrained generative adversarial network ensembles for sharable synthetic medical images
E Dikici, M Bigelow, RD White, BS Erdal, LM Prevedello
Journal of Medical Imaging 8 (2), 024004-024004, 2021
162021
Predicting rate of cognitive decline at baseline using a deep neural network with multidata analysis
S Candemir, XV Nguyen, LM Prevedello, MT Bigelow, RD White, BS Erdal, ...
Journal of Medical Imaging 7 (4), 044501-044501, 2020
112020
Artificial intelligence to assist in exclusion of coronary atherosclerosis during CCTA evaluation of chest pain in the emergency department: preparing an application for real …
RD White, BS Erdal, M Demirer, V Gupta, MT Bigelow, E Dikici, ...
Journal of Digital Imaging 34, 554-571, 2021
92021
Image dataset for a CNN algorithm development to detect coronary atherosclerosis in coronary CT angiography
M Demirer, V Gupta, M Bigelow, B Erdal, L Prevedello, R White
Mendeley Data 1, 2019
82019
Constrained generative adversarial network ensembles for sharable synthetic data generation
E Dikici, LM Prevedello, M Bigelow, RD White, BS Erdal
arXiv preprint arXiv:2003.00086, 2020
62020
Advancing brain metastases detection in T1-weighted contrast-enhanced 3D MRI using noisy student-based training
E Dikici, XV Nguyen, M Bigelow, JL Ryu, LM Prevedello
Diagnostics 12 (8), 2023, 2022
52022
Augmented networks for faster brain metastases detection in T1-weighted contrast-enhanced 3D MRI
E Dikici, XV Nguyen, M Bigelow, LM Prevedello
Computerized Medical Imaging and Graphics 98, 102059, 2022
52022
Systems for automated lesion detection and related methods
E DiKici, L Prevedello, M Bigelow
US Patent App. 17/401,536, 2022
12022
Coronary Artery Classification and Weakly Supervised Abnormality Localization on Coronary CT Angiography with 3-Dimensional Convolutional Neural Networks
S Candemir, RD White, M Demirer, V Gupta, M Bigelow, L Prevedello, ...
arXiv preprint arXiv:1911.13219, 2019
12019
Detecting and Characterizing Inferior Vena Cava Filters on Abdominal Computed Tomography with Data-Driven Computational Frameworks
S Candemir, R Moranville, KA Wong, W Campbell, MT Bigelow, ...
Journal of Digital Imaging 36 (6), 2507-2518, 2023
2023
Methods for creating privacy-protecting synthetic data leveraging a constrained generative ensemble model
E DiKici, L Prevedello, M Bigelow
US Patent App. 17/401,543, 2022
2022
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