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Online comments of tourist attractions combining artificial intelligence text mining model and attention mechanism.
Sci Rep
January 2025
School of New Media, Peking University, Beijing, China.
This paper intends to solve the limitations of the existing methods to deal with the comments of tourist attractions. With the technical support of Artificial Intelligence (AI), an online comment method of tourist attractions based on text mining model and attention mechanism is proposed. In the process of text mining, the attention mechanism is used to calculate the contribution of each topic to text representation on the topic layer of Latent Dirichlet Allocation (LDA).
View Article and Find Full Text PDF[Expert consensus on endoscopic surgery for the pediatric middle ear cholesteatoma based on the classification of cholesteatoma location].
Zhonghua Yi Xue Za Zhi
December 2024
Department of Otolaryngology-Head and Neck Surgery, Eye and ENT Hospital of Fudan University, Shanghai Auditory Medical Center, National Health Commission Key Laboratory of Auditory Medicine, Shanghai200031, China.
Pediatric middle ear cholesteatoma is an aggressive keratotic lesion caused by abnormal proliferation of keratinised squamous epithelium in the temporal bone, with the characteristics of high postoperative recurrence rate, poor hearing effect and poor quality of life. Endoscopic surgery is able to deal with the majority of pediatric middle ear cholesteatoma cases with the features of minimal trauma and wide surgical field. However, endoscopic surgical treatment still has problems in standardization.
View Article and Find Full Text PDFChallenges in managing duodenal intussusception: A rare cause of gastric outlet obstruction in adults.
Turk J Surg
June 2024
Department of Surgical Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, India.
Article Synopsis
- - Intussusception in adults is rare, with ileocolic being the most common type and duodenal intussusception (DI) being the rarest; this study discusses five adult cases of DI, highlighting their presentation, diagnosis, and treatment.
- - The patients, primarily women aged 18-45, mainly presented with gastric outlet obstruction (GOO) and weight loss, all diagnosed via contrast-enhanced CT scans with benign polyps identified as lead points requiring surgical intervention.
- - Surgical treatment varied, with some patients receiving local excision and others undergoing more extensive procedures like pancreaticoduodenectomy; post-operative recovery was generally smooth, emphasizing the importance of anatomical knowledge for managing this complex condition.
Churg-Strauss Syndrome: A Case of Laryngeal Presentation.
Laryngoscope
November 2024
Department of Otolaryngology Head and Neck Surgery, University Hospital of Modena, Modena, Italy.
Eosinophilic granulomatosis with polyangiitis (EGPA), among various organs and systems, can affect the upper respiratory tract. The otolaryngologist must be able to suspect the pathology with the appearance of the first signs and recognize its late complications. Laryngeal involvement is rare and difficult to diagnose.
View Article and Find Full Text PDFStage-based colorectal cancer prediction on uncertain dataset using rough computing and LSTM models.
Sci Rep
November 2024
School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, 632014, India.
Artificial intelligence (AI) is an attractive field of Computer Science that helps to classify and to predict various real-time applications. Perhaps AI has a major role in predicting diseases at an early stage based on history. As cancer is one of the most harmful diseases where the mortality rate is high, it is now essential to utilize the benefits of AI to have an early diagnosis of cancer.
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