Matthew Bigelow

Detection and localisation of hip fractures on anteroposterior radiographs with artificial intelligence: proof of concept

Joseph S. Yu, Shuling Yu, Barbaros S. Erdal et al. · Clinical Radiology · 2019 · 63 citations

Artificial Intelligence, Bone Imaging, Engineering +10

A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence

Mutlu Demirer, Sema Candemir, Matthew Bigelow et al. · Radiology Artificial Intelligence · 2019 · 38 citations · Full text

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, Photometric Conversion, or Transfer Learning

Vikash Gupta, Mutlu Demirer, Matthew Bigelow et al. · Journal of Digital Imaging · 2019 · 30 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +18

Using Transfer Learning and Class Activation Maps Supporting Detection and Localization of Femoral Fractures on Anteroposterior Radiographs

Vikash Gupta, Mutlu Demirer, Matthew Bigelow et al. · 2020 · 20 citations

Engineering, Machine Learning, Orthopaedic Surgery +23

Constrained generative adversarial network ensembles for sharable synthetic medical images

Engin Dikici, Matthew Bigelow, Richard White et al. · Journal of Medical Imaging · 2021 · 20 citations · Full text