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

Author

Rong Liu

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Case report Open access Sep 2026

Case Report: Giant adult rhabdomyoma of the parapharyngeal space: diagnostic and surgical pitfalls

Background Adult-type extracardiac rhabdomyoma is a rare benign skeletal-muscle neoplasm that most often arises in the head and neck but is exceptional in the parapharyngeal space, where it may mimic salivary or neurogenic tumours. Case presentation: A 67-year-old man presented with a 6-month history of progressive dys...

Bing-Yi Dai, Hong-Yang Qu, Rong Liu et al. · 0 citations
Aug 2026

Dirichlet Process-Guided Dynamic Filtering for Mitosis Detection with Single Point Supervision.

DDFMitos-Net is proposed, a point-supervised teacher-student framework for distribution-aware proposal filtering that indicates stable and competitive point-supervised mitosis detection using low-cost point-level annotations.

Chang Shu, Qiling Tang, Jian-Chi Yue et al. · 0 citations
Open access Jul 2026

An integrated clinical and imaging-based machine learning model to determine the preoperative nature of primary operable parotid tumors.

The results of this study demonstrate that the CatBoost model constructed based on clinical, imaging and laboratory test features exhibits certain auxiliary predictive value in the preoperative assessment of primary operable parotid tumor nature, with its overall performance slightly superior to that of traditional cli...

Danyi Du, Si-Lin Zhang, Chun-Lei Yang et al. · 0 citations

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