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Multi task opinion enhanced hybrid BERT model for mental health analysis.
Sci Rep
January 2025
Department of Computer Science, College of Computer and Information Sciences, King Saud University, 11543, Riyadh, Saudi Arabia.
Understanding the nuanced emotions and points of view included in user-generated content remains challenging, even though text data analysis for mental health is a crucial instrument for assessing emotional well-being. Most current models neglect the significance of integrating viewpoints in comprehending mental health in favor of single-task learning. To offer a more thorough knowledge of mental health, in this study, we present an Opinion-Enhanced Hybrid BERT Model (Opinion-BERT), built to handle multi-task learning for simultaneous sentiment and status categorization.
View Article and Find Full Text PDFImportance: Childhood maltreatment (CM) is associated with the early onset of psychiatric and medical disorders and accelerated biological aging.
Objective: To identify types of maltreatment and developmental sensitive periods that are associated with accelerated adult brain aging.
Design: Participants were mothers of infants recruited from the community into a study assessing the effects of CM on maternal behavior, infant attachment, and maternal and infant neurobiology.
Development of a new data management system for the study of the gut microbiome of children who are small for their gestational age.
Comput Struct Biotechnol J
December 2024
Institute of Bioinformatics, University of Münster, Münster, Germany.
Microbiome studies aim to answer the following questions: which organisms are in the sample and what is their impact on the patient or the environment? To answer these questions, investigators have to perform comparative analyses on their classified sequences based on the collected metadata, such as treatment, condition of the patient, or the environment. The integrity of sequences, classifications, and metadata is paramount for the success of such studies. Still, the area of data management for the preliminary study results appears to be neglected.
View Article and Find Full Text PDFNeurodevelopmental and Growth Follow-Up of an Infant Exposed to Rosuvastatin by Lactation: A Case Report.
Breastfeed Med
January 2025
Social Pediatrics Doctorate Program, Institute of Health Sciences, Istanbul University, Istanbul, Turkiye.
Usage of some medications while breastfeeding is supported with many clinical studies and proven to be safe for the mother-infant dyad, whereas knowledge on many medications' safety depends on pharmacokinetic data that are supported with only case series of real-life results. As data on rosuvastatin usage are limited, we present our case report with safe use of rosuvastatin in a breastfeeding mother of a 13-month-old infant. Pretreatment assessments of the infant were performed.
View Article and Find Full Text PDFSelective activity of Tabebuia avellanedae against Giardia duodenalis infecting organoid-derived human gastrointestinal epithelia.
Int J Parasitol Drugs Drug Resist
January 2025
Department of Infectious Diseases, Unit of Foodborne and Neglected Parasitic Diseases, Istituto Superiore di Sanità, viale Regina Elena 299, Rome, Italy. Electronic address:
Giardia duodenalis is a widespread intestinal protozoan that affects mammals, including humans. Symptoms can range from being subclinical to causing severe abdominal pain and diarrhoea. Giardiasis often requires repeated treatment with synthetic drugs like metronidazole.
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