دورية أكاديمية
أعرض في EDS

Overview of Artificial Intelligence Research Within Hip and Knee Arthroplasty.

التفاصيل البيبلوغرافية
العنوان: Overview of Artificial Intelligence Research Within Hip and Knee Arthroplasty.
المؤلفون: Mickley JP; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA., Kaji ES; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA., Khosravi B; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.; Radiology Informatics Lab (RIL), Department of Radiology, Mayo Clinic, Rochester, MN, USA., Mulford KL; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA., Taunton MJ; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.; Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA., Wyles CC; Orthopedic Surgery Artificial Intelligence Laboratory (OSAIL), Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.; Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.; Department of Clinical Anatomy, Mayo Clinic, Rochester, MN, USA.
المصدر: Arthroplasty today [Arthroplast Today] 2024 Jun 27; Vol. 27, pp. 101396. Date of Electronic Publication: 2024 Jun 27 (Print Publication: 2024).
نوع المنشور: Journal Article
اللغة: English
بيانات الدورية: Publisher: Elsevier Country of Publication: United States NLM ID: 101681808 Publication Model: eCollection Cited Medium: Print ISSN: 2352-3441 (Print) Linking ISSN: 23523441 NLM ISO Abbreviation: Arthroplast Today Subsets: PubMed not MEDLINE
أسماء مطبوعة: Original Publication: [Maryland Heights, MO] : Elsevier, [2015]-
مستخلص: Hip and knee arthroplasty are high-volume procedures undergoing rapid growth. The large volume of procedures generates a vast amount of data available for next-generation analytics. Techniques in the field of artificial intelligence (AI) can assist in large-scale pattern recognition and lead to clinical insights. AI methodologies have become more prevalent in orthopaedic research. This review will first describe an overview of AI in the medical field, followed by a description of the 3 arthroplasty research areas in which AI is commonly used (risk modeling, automated radiographic measurements, arthroplasty registry construction). Finally, we will discuss the next frontier of AI research focusing on model deployment and uncertainty quantification.
(© 2024 The Authors.)
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فهرسة مساهمة: Keywords: Arthroplasty; Artificial intelligence; Deep learning; Registry construction; Risk modeling; Uncertainty quantification
تواريخ الأحداث: Date Created: 20240729 Latest Revision: 20240730
رمز التحديث: 20240730
مُعرف محوري في PubMed: PMC11282426
DOI: 10.1016/j.artd.2024.101396
PMID: 39071822
قاعدة البيانات: MEDLINE
الوصف
تدمد:2352-3441
DOI:10.1016/j.artd.2024.101396