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Prediction of postoperative recovery in patients with acoustic neuroma using machine learning and SMOTE-ENN techniques

Mathematical Biosciences and Engineering, 2022
Acoustic neuroma is a common benign tumor that is frequently associated with postoperative complications such as facial nerve dysfunction, which greatly affects the physical and mental health of patients.
Jianing Wang
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Summary and consensus in 7th International Conference on acoustic neuroma: An update for the management of sporadic acoustic neuromas

World Journal of Otorhinolaryngology-Head and Neck Surgery, 2016
Sporadic vestibular schwannoma (acoustic neuroma) is a benign tumor arising from cochleovestibular nerve. Nowadays, various specialties and medical centers are treating this disease, and the multidisciplinary collaboration is the trend.
Hao Wu, Liwei Zhang, Dongyi Han, Ying Mao, Jun Yang, Zhaoyan Wang, Wang Jia, Ping Zhong, Huan Jia   +8 more
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Otological Surgery of Acoustic Neuroma

Xiehe Yixue Zazhi, 2021
Acoustic neuroma is the most common benign tumor in the internal auditory canal and cerebellopontine region.Its common clinical symptoms include unilateral sensorineural hearing loss, tinnitus and so on.Surgical resection is the predominant treatment of ...
XIA Yin, WANG Pu
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Brain structural network to investigate the mechanism of cognitive impairment in patients with acoustic neuroma

Frontiers in Aging Neuroscience, 2022
ObjectiveAcoustic neuroma (AN) is a common benign tumor. Little is known of neuropsychological studies in patients with acoustic neuroma, especially cognitive neuropsychology, and the neuropsychological abnormalities of patients affect their life quality.
Xueyun Deng, Xueyun Deng, Xueyun Deng, Lihua Liu, Jiuhong Li, Hui Yao, Shuai He, Zhiwei Guo, Jiayu Sun, Wenke Liu, Xuhui Hui   +10 more
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Fusing Attention Mechanism with Mask RCNN for Recognition of Acoustic Neuroma and Meningioma in Cerebellopontine Angle

Chinese Journal of Magnetic Resonance, 2023
To investigate the performance of Mask RCNN (region-based convolutional neural network) using T1WI-enhanced images and fusing with attention mechanism in recognizing acoustic neuroma and meningioma in cerebellopontine angle area, this paper ...
HU Xiaoyang, LIU Ying, CHEN Shu, DONG Binbin   +3 more
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Impact of extent of internal acoustic meatus tumor removal using translabyrinthine approach for acoustic neuroma surgery.

PLoS ONE, 2021
ObjectivesMany studies have investigated the surgical outcome and predictive factors of acoustic neuroma using different approaches. The present study focused on large tumors due to the greater likelihood of internal acoustic meatus involvement and the ...
Kuan-Wei Chiang, Sanford P C Hsu, Tsui-Fen Yang, Mao-Che Wang   +3 more
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Classification and Localization of Meningioma and Acoustic Neuroma in Cerebellopontine Angle Based on Mask RCNN

Chinese Journal of Magnetic Resonance, 2021
Differential diagnosis of meningioma and acoustic neuroma can be difficult because these two tumors have similar locations and appearances on medical images.
LIU Ying, CHEN Jing-cong, HU Xiao-yang, ZHANG Hao-wei   +3 more
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Evaluation of subjective visual vertical and horizontal in patients with acoustic neuroma based on virtual reality

Frontiers in Neuroscience, 2023
ObjectiveTo investigate potential differences in absolute deviation values of subjective visual vertical and horizontal between unilateral acoustic neuroma patients and healthy young adults under varying degrees of static head tilt, as well as the impact
Lin Zhang, Shunlin Ouyang, Ling Chen, Ling Chen, Hemei Huang, Yongkang Ou, Yongkang Ou, Xiaowu Tang, Xiaowu Tang   +8 more
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Prediction of hearing preservation after acoustic neuroma surgery based on SMOTE-XGBoost

Mathematical Biosciences and Engineering, 2023
Prior to the surgical removal of an acoustic neuroma, the majority of patients anticipate that their hearing will be preserved to the greatest possible extent following surgery.
Cenyi Yang
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Higher Prevalence and Age Susceptibility of Intracranial Aneurysm in Patients With Acoustic Neuroma

Frontiers in Neurology, 2020
Introduction: The purpose of this study was to verify whether the prevalence of intracranial aneurysm (IA) in patients with acoustic neuroma is greater than that in age- and sex-matched controls and to evaluate the independent risk factors related to the
Honghai You, Yue Bai, Ting Yu, Tiefa Zeng, Nan Huang, Wenzhong Mei, Changzhen Jiang, Dezhi Kang, Xiyue Wu, Fuxiang Chen   +9 more
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