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Your search keyword '"Liu, Ming-Wen"' showing total 7 results
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7 results on '"Liu, Ming-Wen"'

2. Using Cost-cognitive Bagging Ensemble to Improve Cross-project Defects Prediction

Author

Ming Wen Yong Li, Zhandong Liu Ming Wen, and Haijun Zhang Zhandong Liu

Subjects
Computer Networks and Communications, Software
Abstract

Cross-project defect prediction (CPDP) is a field of study that allows predicting defects in software projects for which the availability of data is limited and produces generalizable prediction models. Due to the heterogeneity of cross projects, CPDP is particularly challenging and several methods have been employed to address this problem. Nevertheless, the class-imbalanced characteristic of the cross-project defect data also increases the learning difficulty of such a task but has not been investigated in depth. This paper proposed a novel, cost-cognitive ensemble method for CPDP, which includes four phases: bagging balanced resampling phase, base classifiers learning phase, cost value cognitive phase, and base classifiers ensemble phase. These phases create a composition of classifiers that are used for predicting defects. Results of an empirical evaluation on 10 datasets from the PROMISE repository indicated that our method achieves the best overall performance with respect to conventional methods. Moreover, our method could cognize the cost value automatically during the model training, it is shown to be more effective and practical. &nbsp

Published
2022

7. Management of Crown-root Fracture with 180-degree Rotation Replantation: a Report of 2 Cases.

Author

Yang L, Liu Q, Liu MW, Gu F, Wang ZJ, Zuo Y, Li Y, and Peng B

Subjects
Female, Humans, Male, Young Adult, Crowns, Root Canal Therapy methods, Rotation, Tooth Crown surgery, Tooth Root diagnostic imaging, Tooth Root surgery, Tooth Ankylosis, Tooth Fractures diagnostic imaging, Tooth Fractures surgery, Tooth Replantation methods
Abstract

Intentional replantation involves a combination of periodontics, endodontics, prosthodontics and oral surgery. Crown-root fracture management is still complicated nowadays. A fracture line extending longitudinally to the subgingival area and intruding bioogical width could affect infection control, gingival health and crown restoration. In the present study, we present two cases. Case 1 involved a 23-year-old man who presented at our hospital with crown-root fracture of the maxillary left central incisor. A radiographic image of the tooth revealed a fracture line under the alveolar crest. The fractured tooth was treated with intentional replantation with 180-degree rotation, root canal treatment and veneer restoration. The patient was followed up for 60 months. The replanted tooth functioned well, and no symptoms of resorption or ankylosis were observed by radiographic examination. Case 2 involved a 20-year-old woman who was referred to our hospital for crown-root fracture of her maxillary teeth. A radiographic examination revealed complicated crown-root fracture of the maxillary right lateral incisor and both maxillary central incisors. The central incisors were treated with intentional replantation with 180-degree rotation. At the 48-month follow-up, the fractured teeth were found to have regained normal function based on clinical and radiographic examination. Limited case reports are available on a long-term follow-up of intentional replantation with 180-degree rotation. These two cases, particularly case 2, presented optimal healing after 4 years with unideal crown-root ratios. This case report suggests that this old method of preserving teeth with crown-root fractures can be used as a last resort to save teeth owing to its timesaving and microinvasive procedure.

Published
2023
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