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Mar 13, 2026Open Access
Automatic detection of cognitive distortions from short written text could support large-scale mental-health screening and digital cognitive-behavioural therapy (CBT). Many recent approaches rely on heavy deep-learning models and large datasets that are difficult to deploy in real time or in resource-constrained settings. This work presents a compact, fully transparent pipeline for binary and multi-class classification of cognitive distortions using a small synthetic corpus of brief statements. ...
Mar 13, 2026Open Access
Introduction: Anterior open bite is a therapeutic challenge in orthodontics, often associated with a high recurrence rate. While orthognathic surgery remains an option, posterior tooth intrusion using temporary anchors has emerged as an effective non-surgical therapeutic approach. The aim of this article was to present the non-surgical management of anterior open bite in an adult patient with hyperdivergence, using miniscrew-assisted posterior tooth intrusion. Method: A 28-year-old female patien...
Mar 13, 2026Open Access
Background: Panic attacks can present rapidly and unpredictably, yet wearable sensors (heart rate, electrodermal activity, respiration, movement) offer a path to continuous monitoring and potentially actionable early warnings. However, developing and validating forecasting pipelines is difficult due to limited labelled datasets, heterogeneous symptom profiles, and ethical constraints in real-world collection. Objective: We propose a fully reproducible synthetic-...
Mar 12, 2026Open Access
Accurate suicide risk prediction in clinical practice is hindered by stringent privacy regulations, fragmented data ownership, and pronounced heterogeneity across healthcare institutions in patient demographics, symptom severity, and social determinants of health. To address these challenges, we propose a federated learning (FL) framework for binary suicide-risk stratifi-cation (high-risk vs. lower-risk) that enables collaborative model training across hospitals without sharing raw patient data....
Mar 11, 2026Open Access
We have published several articles explaining dark energy (DE) through repulsive gravitation. This explanation led to many very interesting results. In addition to solving the mystery of DE, this solution notably explained cosmic inflation and the absence of antimatter in our universe. Unfortunately, this repulsive gravitation relied on the hypothesis of a negative gravitational mass for antimatter, a hypothesis that has proven false following experiments at CERN. This new article proposes anoth...
Mar 11, 2026Open Access
Against the backdrop of the rural revitalization strategy, linguistic landscapes have become an important medium for rural governance and cultural communication. This study takes Shixi, Yakou, and Zhongtang villages in Guang-dong Province as case studies and analyzes data collected through field-based visual documentation to reveal the typological structure, code choice, and level of standardization of rural linguistic landscapes. The findings indicate that the linguistic landscapes in Guangdong...
Mar 11, 2026Open Access
China’s rural sewage has the characteristics of large fluctuation of water quality and quantity, low carbon-nitrogen ratio, and low treatment efficiency of traditional processes at low temperature, which is difficult to meet the treatment needs. In this study, Microbial Immobilization Technology (MIT) was used to prepare immobilized biological fillers to improve the operation stability and treatment efficiency of the system under low temperature conditions. Based on the existing rural sewage col...
Mar 11, 2026Open Access
Odontogenic keratocysts are frequent cysts of the jaws, representing 10% - 20% of odontogenic cysts. They develop from the dental lamina or its remnants and mainly affect young adults, with a slight male predominance. The mandible, particularly the angle and molar region, is the most frequent site. We report the case of an 18-year-old female presenting with left mandibular pain. Three-dimensional imaging allowed precise evaluation of the lesion’s extent and its anatomical relationships. Manageme...
Mar 10, 2026Open Access
This study examines the historical and cultural significance of mushrooms within the ethnomedicinal practices of the Baganda of central Uganda, situating these practices within broader frameworks of Indigenous Knowledge Systems (IKS), heritage studies, and the history of medicine in Africa. While mushrooms have long been valued in Buganda as sources of food, medicine, and spiritual meaning, their ethnomedicinal applications and historical evolution remain under-documented in formal scholarship. ...
Mar 10, 2026Open Access
Personalized dosing of mood stabilizers remains challenging due to substantial inter-individual variability in symptom severity, treatment responsiveness, and vulnerability to adverse effects. Clinical titration is often slow and heuristic, motivating data-driven strategies that can adapt dosage over time while balancing efficacy and safety. In this study, we formulate mood stabilizer dosing as a finite-horizon Markov decision process and develop a reinforcement learning (RL) framework for patie...
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