Increasing research on personalized alignment concepts, robotic‐assisted surgery and artificial intelligence in total knee arthroplasty: A bibliometric analysis of the last 10 years in KSSTA

Read full text
Authors: Yuma Onoi, Randa Elsheikh, Tomoyuki Matsumoto, Ryosuke Kuroda, Rolf Huegli, Andrej Maria Nowakowski, Michael Tobias Hirschmann
Cited by: 1
References: 35

Abstract

Purpose: ) over the last decade, with a focus on alignment concepts and surgical assistance technologies. Methods: articles on primary TKA published between 2015 and 2024 were identified through Scopus. After exclusions, 856 articles were analysed. Bibliometric data were extracted and manually classified according to alignment concepts (mechanical [MA], kinematic [KA] or functional [FA]), surgical assistance technologies (manual, navigation, patient-specific instrumentation [PSI] or robotic-assisted surgery), study design and the use of patient-reported outcome measures (PROMs). Analyses and visualizations were performed using R (Bibliometrix) and VOSviewer. Results: Alignment concepts shifted after 2022; KA increased to 40% (16/40 articles) and FA to 30% (12/40 articles) in 2024, whereas MA declined to 30% (12/40 articles). Manual TKA dominated overall (455/699 articles, 65%), whereas navigation (118 articles, 17%) and PSI (63 articles, 9%) contributed steadily at lower levels. Robotic-assisted surgery emerged after 2021, overall reaching 63/699 articles (9%) and peaking at 26/104 articles (25%) in 2023. Artificial intelligence (AI)-based studies appeared after 2020, reaching 6/112 articles (5%) in 2022, showing steady growth. International collaboration rates were higher in Europe and North America (up to ~58% multiple-country publications [MCP]) than in Asia (

Fields of Study & Subjects

Total Knee Arthroplasty Outcomes Artificial Intelligence in Healthcare and Education Sarcoma Diagnosis and Treatment

Publication details

Journal / source
Journal of Experimental Orthopaedics
Publisher
Wiley
Volume
13
Issue
2
Pages
e70798–e70798
Publication date
1 April 2026
Language
EN