Prioritizing determinants of cognitive function in healthy middle-aged and older adults: insights from a machine learning regression approach in the Canadian Longitudinal Study on Aging

Singh S, Zhong S, Rogers K, Hachinski V, Frisbee S. Prioritizing determinants of cognitive function in healthy middle-aged and older adults: insights from a machine learning regression approach in the Canadian longitudinal study on aging. Front Public Health. 2023 Dec 22;11:1290064. doi: 10.3389/fpubh.2023.1290064. Erratum in: Front Public Health. 2024 Feb 12;12:1372914. PMID: 38186704; PMCID: PMC10768541.

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

Monchka BA, Schousboe JT, Davidson MJ, Kimelman D, Hans D, Raina P, Leslie WD. Development of a manufacturer-independent convolutional neural network for the automated identification of vertebral compression fractures in vertebral fracture assessment images using active learning. Bone. 2022 Aug;161:116427. doi: 10.1016/j.bone.2022.116427. Epub 2022 Apr 27. PMID: 35489707.

Automated AI labelling of optic nerve head enables new insights into cross-ancestry glaucoma risk and genetic discovery in over 280,000 images from the UK Biobank and Canadian Longitudinal Study on Aging

Han X, Steven K, Qassim A, Marshall HN, Bean C, Tremeer M, An J, Siggs OM, Gharahkhani P, Craig JE, Hewitt AW, Trzaskowski M, MacGregor S. Automated AI labeling of optic nerve head enables insights into cross-ancestry glaucoma risk and genetic discovery in >280,000 images from UKB and CLSA. Am J Hum Genet. 2021 Jul 1;108(7):1204-1216. doi: 10.1016/j.ajhg.2021.05.005. Epub 2021 Jun 1. PMID: 34077762; PMCID: PMC8322932.