Total Knee Arthroplasty Kinematics Predict Patient-Reported Outcome Measures: Implications for Clinical Kinematic Examinations

SA Banks, F Catani, ER Deckard, OM Mahoney… - The Journal of …, 2024 - Elsevier
Background A core tenet of total knee arthroplasty (TKA) is that achieving more natural
kinematics will lead to superior patient outcomes. Yet this relationship has not been proven …

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 …

Deep learning: orthopaedic research evolves for the future

MJ Taunton, SS Liu, MA Mont - The Journal of Arthroplasty, 2023 - arthroplastyjournal.org
The practice of hip and knee arthroplasty has morphed since the turn of the century, as
arthroplasty surgeons have been eager to adopt new technologies in attempts to …

Reliable 2D-3D Registration in Dynamic Stereo-Radiography with Energy Barrier Constraints

WS Burton, CA Myers, CC Clary… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
2D-3D registration of native anatomy in dynamic stereo-radiography is a fundamental task in
orthopaedics methods that facilitates understanding of joint-level movement. Registration is …

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 …

A novel post-processing technique for correcting symmetric implant ambiguity in measuring total knee arthroplasty kinematics from single-plane fluoroscopy

AJ Jensen, CS Silva, KE Costello, S Banks - Journal of Biomechanics, 2024 - Elsevier
Recent advancements in computer vision and machine learning enable autonomous
measurement of total knee arthroplasty kinematics through single-plane fluoroscopy …

Use of Yolo Detection for 3D Pose Tracking of Cardiac Catheters Using Bi-Plane Fluoroscopy

S Hashemi, M Annabestani, M Aghasizade… - AI, 2024 - mdpi.com
The increasing rate of minimally invasive procedures and the growing prevalence of
cardiovascular disease have led to a demand for higher-quality guidance systems for …

Bibliometric analysis of machine learning trends and hotspots in arthroplasty literature over 31 years

MP Corsi, FH Nham, E Kassis, MM El-Othmani - Journal of Orthopaedics, 2024 - Elsevier
Background Artificial intelligence has demonstrated utility in orthopedic research.
Algorithmic models derived from machine learning have demonstrated adaptive learning …

Significantly better precision with new machine learning versus manual image registration software in processing images from single-plane fluoroscopy to determine …

J Pourtabib, ML Hull - … , Part H: Journal of Engineering in …, 2024 - journals.sagepub.com
One common method to determine tibiofemoral kinematics following total knee replacement
(TKR) is to capture single-plane fluoroscopic images of a patient activity and determine …

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 …