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An effective feature selection approach based on hybrid Grey Wolf Optimizer and Genetic Algorithm for hyperspectral image.
Sci Rep
January 2025
School of Information Engineering, China University of Geosciences, Beijing, 100083, China.
Feature selection (FS) is a critical step in hyperspectral image (HSI) classification, essential for reducing data dimensionality while preserving classification accuracy. However, FS for HSIs remains an NP-hard challenge, as existing swarm intelligence and evolutionary algorithms (SIEAs) often suffer from limited exploration capabilities or susceptibility to local optima, particularly in high-dimensional scenarios. To address these challenges, we propose GWOGA, a novel hybrid algorithm that combines Grey Wolf Optimizer (GWO) and Genetic Algorithm (GA), aiming to achieve an effective balance between exploration and exploitation.
View Article and Find Full Text PDFMutations in ADAMTSL4 cause a unique form of autosomal-recessive congenital ectopia lentis.
Exp Eye Res
November 2024
Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, 200031, China; NHC Key Laboratory of Myopia (Fudan University), Key Laboratory of Myopia, Chinese Academy of Medical Sciences, Shanghai, 200031, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, 200031, China. Electronic address:
Several unique mutations of ADAMTSL4 leading to congenital ectopia lentis (CEL) have been previously reported by our team. The purpose of this study is to find out the possible mechanism of a recurrent novel intronic variant in ADAMTSL4 led to CEL. Twelve novel ADAMTSL4 mutations with a unique form congenital ectopic lentis were detected previously by panel-based NGS.
View Article and Find Full Text PDFIntroduction: Constriction amniotic band syndrome (CABS) is a rare condition associated with the fibrous amniotic bands that restrict and ensnare the fetus in utero resulting in malformations at birth in one per around 15,000 live births. CABS associated with clubfoot, historically required extensive soft-tissue release due to its propensity for relapse.
Case Report: A 2-day-old Caucasian male infant born at 27 weeks gestation through emergency cesarean section due to concern for placental abruption and premature rupture of membranes in the setting of a prenatal history significant for oligohydramnios.
Technological Advancement in Space Management-Prefabricated Space Maintainers: A Case Series.
Int J Clin Pediatr Dent
February 2024
Department of Pediatric and Preventive Dentistry, Maulana Azad Institute of Dental Sciences, Delhi, India.
Unlabelled: Premature loss of primary teeth in children may lead to space loss in the arch, which leads to the collapse of vertical and horizontal occlusal relationships in primary and permanent dentitions. The ideal method to preserve the space in the arch in such a scenario is to use a space maintainer appliance. Conventionally, band and loop space maintainers are the most commonly used space maintainers.
View Article and Find Full Text PDFPercutaneous Pulmonary Flow Restriction in Infants With Congenital Heart Disease.
JACC Adv
July 2024
Children's Heart Institute, Children's Memorial Hermann Hospital, UTHealth, Houston, Texas, USA.
Background: Restriction of PBF in infants born with CHD is often required to avoid pulmonary over-circulation prior to definitive intervention. The current standard is to surgically place pulmonary artery bands, but these have limitations and are associated with complications.
Objectives: The purpose of this study was to a single-center experience with a relatively novel technique to percutaneously restrict pulmonary blood flow (PBF) in select infants with congenital heart disease (CHD).
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