Joint track machine learning: an autonomous method of measuring total knee arthroplasty kinematics from single-plane X-ray images

AJ Jensen, PDL Flood, LS Palm-Vlasak… - The Journal of …, 2023 - Elsevier
Background Dynamic radiographic measurements of 3-dimensional (3-D) total knee
arthroplasty (TKA) kinematics have provided important information for implant design and …

Fully automatic tracking of native glenohumeral kinematics from stereo-radiography

W Burton, IR Crespo, T Andreassen, M Pryhoda… - Computers in Biology …, 2023 - Elsevier
The current work introduces a system for fully automatic tracking of native glenohumeral
kinematics in stereo-radiography sequences. The proposed method first applies …

Ball-in-socket medial conformity with posterior cruciate ligament retention neither limits internal tibial rotation and knee flexion nor lowers clinical outcome scores after …

SP Elorza, E O'Donnell, A Nedopil, SM Howell… - International …, 2023 - Springer
Purpose For a new tibial insert design with ball-in-socket (B-in-S) medial conformity (MC),
posterior cruciate ligament (PCL) retention, and flat lateral articular surface (B-in-S MC+ …

Scan-Free and Fully Automatic Tracking of Native Knee Anatomy from Dynamic Stereo-Radiography with Statistical Shape and Intensity Models

W Burton, C Myers, M Stefanovic, K Shelburne… - Annals of Biomedical …, 2024 - Springer
Kinematic tracking of native anatomy from stereo-radiography provides a quantitative basis
for evaluating human movement. Conventional tracking procedures require significant …

PredMHC: an effective predictor of major histocompatibility complex using mixed features

D Chen, Y Li - Frontiers in Genetics, 2022 - frontiersin.org
The major histocompatibility complex (MHC) is a large locus on vertebrate DNA that
contains a tightly linked set of polymorphic genes encoding cell surface proteins essential …

Evaluation of single-stage vision models for pose estimation of surgical instruments

W Burton, C Myers, M Rutherford… - International Journal of …, 2023 - Springer
Purpose Multiple applications in open surgical environments may benefit from adoption of
markerless computer vision depending on associated speed and accuracy requirements …

Fully automatic tracking of native knee kinematics from stereo-radiography with digitally reconstructed radiographs

W Burton, C Myers, M Stefanovic, K Shelburne… - Journal of …, 2024 - Elsevier
Precise measurement of joint-level motion from stereo-radiography facilitates understanding
of human movement. Conventional procedures for kinematic tracking require significant …

Joint track machine learning: an autonomous method for measuring 6dof tka kinematics from single-plane x-ray images

A Jensen, P Flood, L Palm-Vlasak, W Burton… - arXiv preprint arXiv …, 2022 - arxiv.org
Dynamic radiographic measurement of 3D TKA kinematics has provided important
information for implant design and surgical technique for over 30 years. However, current …

Methods for Autonomous Measurement of 3D Joint Kinematics From 2D Fluoroscopic Images

AJ Jensen - 2024 - search.proquest.com
The fundamental role of human synovial joints is enabling dynamic motion within the
musculoskeletal system, which is essential for a wide range of activities. Diseases affecting …

OPEN ACCESS EDITED BY

Z Xu, W Bao, N Pillai, P Gao, W Xu, J Yan… - Machine Vision and …, 2024 - books.google.com
Cotton, the second largest crop after grain, is the primary raw material for daily necessities
and the textile industry (Feng et al., 2022). However, biotic stress and abiotic stress existing …