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Objective: Extracting named entities from clinical free-text presents unique challenges, particularly when dealing with discontinuous entities-mentions that are separated by unrelated words. Traditional NER methods often struggle to accurately identify these entities, prompting the development of specialised computational solutions. This paper systematically reviews and presents the methodologies developed for Discontinuous Named Entity Recognition in clinical texts, highlighting their effectiveness and the challenges they face.

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Background/objectives: The DNA methylation of neonatal cord blood can be used to accurately estimate gestational age. This is known as epigenetic gestational age. The greater the difference between epigenetic and chronological gestational age, the greater the association with an inappropriate perinatal fetal environment and development.

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: Chemotherapy (CMT) in children can disrupt dental development and calcification, causing long-term dental issues, but good dental care and habits can help improve quality of life. This case report examines permanent dental disturbances in a 7-year, 4-month-old girl undergoing CMT, explores the histology of microdontia, and outlines an oral treatment plan for CMT management. : Clinical examination revealed microdontia and a groove crossing the cervical area (chronological hypoplasia), which were assessed using panoramic radiographs and histological analysis.

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Evaluating the Nolla Method for Dental Age Estimation in Children from Northwestern Romania.

Children (Basel)

January 2025

Department of Dentistry, Faculty of Medicine and Pharmacy, University of Oradea, 10 Piața 1 Decembrie Street, 410073 Oradea, Romania.

Background/objectives: Dental age estimation plays a critical role in pediatric dentistry, orthodontics, and forensic medicine. The Nolla method, widely applied globally, has shown variable accuracy across different populations. This study aimed to evaluate the applicability and accuracy of the Nolla method in estimating the dental age of Romanian children and to identify potential discrepancies between dental and chronological ages.

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Background: Ageing results in diminished adaptability, as well as declines in physiological and psychological functions and resilience. The epigenetic clock 'Phenotypic Age' (PhenoAge) represents 'preclinical ageing'. Phenotypic Age Acceleration (PhenoAgeAccel) is defined as the residual from a linear regression model predicting PhenoAge on the basis of chronological age.

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