Publications by authors named "Alexander Tack"

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Enhancing total knee replacement prediction: a longitudinal joint space radiomic model integrated with clinical symptoms.
Ting Wang, Hao Liu, Huiqun Rong, Zhengrui Liu, Peihua Cao, Alexander Tack

Int J Surg· December 2025

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Predicting knee osteoarthritis progression using neural network with longitudinal MRI radiomics, and biochemical biomarkers: A modeling study.
Ting Wang, Hao Liu, Wenbo Zhao, Peihua Cao, Jia Li, Alexander Tack

PLoS Med· August 2025

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Integrating Radiomics and Neural Networks for Knee Osteoarthritis Incidence Prediction.
Shengfa Li, Peihua Cao, Jia Li, Tianyu Chen, Ping Luo, Alexander Tack

Arthritis Rheumatol· September 2024

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A Multi-Task Deep Learning Method for Detection of Meniscal Tears in MRI Data from the Osteoarthritis Initiative Database.
Alexander Tack, Alexey Shestakov, David Lüdke, Stefan Zachow

Front Bioeng Biotechnol· December 2021

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Towards novel osteoarthritis biomarkers: Multi-criteria evaluation of 46,996 segmented knee MRI data from the Osteoarthritis Initiative.
Alexander Tack, Felix Ambellan, Stefan Zachow

PLoS One· November 2021

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Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a "YOLOv4 And Resnet Landmark regression Algorithm" (YARLA): Data from the Osteoarthritis Initiative.
Alexander Tack, Bernhard Preim, Stefan Zachow

Comput Methods Programs Biomed· June 2021

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Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the Osteoarthritis Initiative.
Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow

Med Image Anal· February 2019

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Validation of three-dimensional models of the distal femur created from surgical navigation point cloud data for intraoperative and postoperative analysis of total knee arthroplasty.
David A J Wilson, Carolyn Anglin, Felix Ambellan, Carl Martin Grewe, Alexander Tack

Int J Comput Assist Radiol Surg· December 2017

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Shape-aware surface reconstruction from sparse 3D point-clouds.
Florian Bernard, Luis Salamanca, Johan Thunberg, Alexander Tack, Dennis Jentsch

Med Image Anal· May 2017

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