Douglas Kimelman

Identification of Vertebral Fractures by Convolutional Neural Networks to Predict Nonvertebral and Hip Fractures: A Registry-based Cohort Study of Dual X-ray Absorptiometry

Sheldon Derkatch, Christopher Kirby, Douglas Kimelman et al. · Radiology · 2019 · 79 citations

Machine learning for abdominal aortic calcification assessment from bone density machine-derived lateral spine images

Naeha Sharif, Syed Zulqarnain Gilani, David Suter et al. · EBioMedicine · 2023 · 31 citations · Full text

Machine learning for automated abdominal aortic calcification scoring of DXA vertebral fracture assessment images: A pilot study

Siobhan Reid, John T. Schousboe, Douglas Kimelman et al. · Bone · 2021 · 28 citations

Spinal Fracture, Image Analysis, Machine Learning +13

Feasibility of a generalized convolutional neural network for automated identification of vertebral compression fractures: The Manitoba Bone Mineral Density Registry

Barret A. Monchka, Douglas Kimelman, Lisa M. Lix et al. · Bone · 2021 · 27 citations

Skeletal Trauma, Convolutional Neural Network, Bone Imaging +13

Development of a manufacturer-independent convolutional neural network for the automated identification of vertebral compression fractures in vertebral fracture assessment images using active learning

Barret A. Monchka, John T. Schousboe, Michael Davidson et al. · Bone · 2022 · 23 citations

Convolutional Neural Network, Engineering, Machine Learning +16