Douglas Kimelman - Concepedia

Author

Douglas Kimelman

Also Known As

Douglas Kimelman, Douglas N. Kimelman

Publications

197

Citations

H-Index

Concepts

All Affiliations

Douglas Kimelman is an author at University of Manitoba specializing in pattern recognition, machine learning, and medical image computing.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	78
2	Health Sciences	2	2	51
3	Orthopaedics	2	2	55
4	Medicine	1	1	27
5	Data Science	1	1	23

Douglas Kimelman

Publications

188

Citations

H-Index

Page 1

	Year	Citations
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, Radiology	2019	79
Machine learning for abdominal aortic calcification assessment from bone density machine-derived lateral spine images Naeha Sharif, Syed Zulqarnain Gilani, David Suter, EBioMedicine	2023	31
Machine learning for automated abdominal aortic calcification scoring of DXA vertebral fracture assessment images: A pilot study Siobhan Reid, John T. Schousboe, Douglas Kimelman, Bone Spinal FractureImage AnalysisMachine LearningMedical ImagingEngineering	2021	28
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, Bone Skeletal TraumaConvolutional Neural NetworkBone ImagingImage AnalysisMachine Learning	2021	27
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, Bone Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis	2022	23

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