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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zi-Qian Ma

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Review Open access Oct 2026

Machine Learning and Deep Learning for the Diagnosis of Cervical Degenerative Diseases: Systematic Review and Meta-Analysis

This study provides pooled estimates of the diagnostic performance of TML and DL for cervical degenerative diseases and indicates that, given between-study heterogeneity and low certainty of evidence, AI should currently be used as clinical decision support rather than an independent replacement for physicians.

Hong-Wei Duan, Rui-Yuan Chen, Ming-Hui Liang et al. · 0 citations
Aug 2026

Comparison of the predictive roles of CT- and MRI-based endplate regional osteoporosis status measurements for cage subsidence after posterior lumbar interbody fusion.

Endplate HU values indicated a relatively higher predictive performance for CS compared with EBQ scores and served as the most discriminative BMD indicator in patients who underwent PLIF.

Peng Du, Ming-Hui Liang, Rui-Yuan Chen et al. · 0 citations
Review Open access Jul 2026

Diagnostic Performance of Large Language Models for Orthopedic-Related Rare Diseases and Their Impact on Physicians’ Diagnostic Accuracy: 2-Stage Comparative Evaluation Study Based on the Chinese Rare Disease Catalog

In the 2-stage LLM-assisted workflow, LLM assistance was associated with higher diagnostic correctness in both physician groups, although seniority-related differences in the magnitude of benefit require evaluation in larger studies.

Tusheng Li, Ziqian Ma, Baodong Wang et al. · 0 citations

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