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Granule Margin-Based Feature Selection in Weighted Neighborhood Systems.
IEEE Trans Cybern
March 2025
Neighborhood rough sets are an effective model for handling numerical and categorical data entangled with vagueness, imprecision, or uncertainty. However, existing neighborhood rough set models and their feature selection methods treat each sample equally, whereas different types of samples inherently play different roles in constructing neighborhood granules and evaluating the goodness of features. In this study, the sample weight information is first introduced into neighborhood rough sets, and a novel weighted neighborhood rough set model is consequently constructed.
View Article and Find Full Text PDFCystopexy following anterior-approach robot-assisted radical prostatectomy enhances early continence recovery.
J Robot Surg
March 2025
Division of Urology, Department of Surgery, Chang Gung Memorial Hospital, Linkou Branch, No. 5, Fuxing St., Guishan Dist., Taoyuan City, 333423, Taiwan.
To evaluate the effect of cystopexy on continence recovery after anterior-approach transperitoneal robot-assisted radical prostatectomy (RaRP). We retrospectively analyzed continence recovery of patients with prostate cancer receiving RaRP in a transperitoneal anterior-approach manner with or without cystopexy. Continence recovery is defined as complete intact continence without safety pad utility.
View Article and Find Full Text PDFA comparative analysis of GEANT4, MCNP6 and FLUKA on proton-induced gamma-ray simulation.
Med Phys
March 2025
Division of Biomedical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Background: Precise range verification is essential in proton therapy to minimize treatment margins due to the steep dose fall-off of proton beams. The emission of secondary radiation from nuclear reactions between incident particles and tissues stands out as a promising method for range verification. Two prominent techniques are PET and Prompt Gamma-Ray Spectroscopy (PGS).
View Article and Find Full Text PDFComparative Analysis of the Clinical Performance of Three Different Inlays Based on Fabrication: An Study.
J Pharm Bioallied Sci
December 2024
Conservative Dentistry and Endodontics, Rajas Dental College and Hospital, Tirunelveli, Tamil Nadu, India.
Context: Novelty in today's dental practice aims at superiority in aesthetics. Dental practitioners address patient anxiety about retaining teeth while maintaining aesthetic appeal. The debate revolves around the best approach to meet their aesthetic and functional needs, leading to the development of various inlay techniques.
View Article and Find Full Text PDFUnlabelled: Glioblastoma (GBM) is a highly aggressive and recurrent brain cancer characterized by diffuse metastasis at the tumor margins. Radiation therapy is a standard component of current treatment and offers potential for improved patient outcomes. While radiation therapy targets GBM cells in the tumor margins, it may also significantly damage adjacent non-cancerous tissues, leading to reduced quality of life and potentially creating a tumor-supportive microenvironment.
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