Sami P. Vaananen - Publications

Elevated BrainAGE precedes cognitive impairment and improves prediction of future cognitive decline.

Journal: medRxiv : the preprint server for health sciences

Published: July 30, 2026

Deep learning ensemble for abdominal aortic calcification scoring from lumbar spine X-ray and DXA images.

Journal: Computers in biology and medicine

Published: April 08, 2025

Real-world brain imaging in a population-based cohort enables accurate markers for dementia.

Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association

Published: February 11, 2025

Relation of lateral lumbar spine DXA to age-related bone loss, aortic calcification, scoliosis and vertebral degeneration: Analysis of over 10,000 patients.

Journal: Bone

Published: January 14, 2025

DXA-based 3D finite element models predict hip fractures better than areal BMD in elderly women.

Journal: Bone

Published: January 08, 2025

Identifying proximal humerus fractures: an algorithmic approach using registers and radiological visit data.

Journal: Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA

Published: October 23, 2024

Combining Register and Radiological Visits Data Allows to Reliably Identify Incident Wrist Fractures.

Journal: Clinical epidemiology

Published: May 11, 2023

3D Finite Element Models Reconstructed From 2D Dual-Energy X-Ray Absorptiometry (DXA) Images Improve Hip Fracture Prediction Compared to Areal BMD in Osteoporotic Fractures in Men (MrOS) Sweden Cohort.

Journal: Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research

Published: December 08, 2022

Statistical Shape and Appearance Models: Development Towards Improved Osteoporosis Care.

Journal: Current osteoporosis reports

Published: September 27, 2021

Detecting pathological features and predicting fracture risk from dual-energy X-ray absorptiometry images using deep learning.

Journal: Bone reports

Published: April 09, 2021

Validation of 3D finite element models from simulated DXA images for biofidelic simulations of sideways fall impact to the hip.

Journal: Bone

Published: July 03, 2020

Elucidating failure mechanisms in human femurs during a fall to the side using bilateral digital image correlation.

Journal: Journal of biomechanics

Published: December 20, 2019