Forecasting mental states in schizophrenia using digital phenotyping data. by Thierry Jean, Rose Guay Hottin, Pierre Orban

“…The promise of machine learning successfully exploiting digital phenotyping data to forecast mental states in psychiatric populations could greatly improve clinical practice. Previous research focused on binary classification and continuous regression, disregarding the often ordinal nature of prediction targets derived from clinical rating scales. …”
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Risk factors for Carbapenem-resistant Enterobacterales infections: A case-control study by Sibongakonke Mbele, Sandeep D. Vasaikar

“…However, there are limited reports available with a focus on identifying risk factors for CRE infections by comparing CRE cases with controls. …”
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Evaluation of a Low-threshold Exercise And Protein supplementation intervention for Women (LEAP-W) experiencing homelessness and addiction: Protocol for a single-arm mixed methods... by Fiona Kennedy, Deirdre Murray, Clíona Ní Cheallaigh, Roman Romero-Ortuno, Julie Broderick

“…<h4>Discussion</h4>Little is known about frailty-focussed interventions in women experiencing homelessness and addiction. …”
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Effectiveness of a Dyadic Technology–Enhanced Home-Based Horticultural Therapy on Psychosocial Well-Being Among People With Dementia and Their Family Caregivers: Multimethods Pilot... by Patrick Pui Kin Kor, Justina Yat Wa Liu, Arkers Kwan Ching Wong, Alex Pak Lik Tsang, Han Zhi Tan, Daphne Sze Ki Cheung, Humphrey Kwong Wai Leung, Frances Kam Yuet Wong

“…A total of 37 dyads of people with dementia and their caregivers participated in 3 weekly face-to-face sessions, followed by 8 weeks of home-based horticultural activities. …”
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Gouvernance de l’eau potable et dynamiques locales en zone rurale au Bénin by Bernard G. Hounmenou

“…From empirical elements, this paper is focussed on the analysis linked to the socio-economic dynamic of actors implied in Benin rural populations’ water supply process.…”
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A Retrospective Observational Cohort Analysis of Oncology Patients with Febrile Neutropenia in the Emergency Department of a Tertiary Care Hospital in Oman by Badar Al-Aamri, Aisha AL Breiki, Darpanarayan Hazra, Talib Al-Aamri, Manar Al-Shehi

“…Methods: This retrospective study was conducted over 4 years. The primary focus was the evaluation of adherence to guidelines for patient disposition and clinical outcomes. …”
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The role of gut microbiota in disease management: Ayurvedic perspectives on metabolic diseases and health by Bhawana Jangra, Shreyanshi Kulshreshtha, Alok Goyal, Sanjay M. Jachak

“…Purpose: This review is aimed at collecting scientific insights on gut health, focusing on traditional medicinal plants like Babool, Turmeric, Ashwagandha, Ghrit kumari, Tulsi, Harad, Baheda, Amala, and the Triphala formulation. …”
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FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution by Hefei Wang, Ruichun Gu, Jingyu Wang, Xiaolin Zhang, Hui Wei

“…However, existing methods normally assign equal attention to all nodes within a single graph, focusing too much on the information of neighboring nodes, even if some nodes are more important in the graph structure or task (such as high consumption users or popular products), which inevitably leads to inefficient node embedding. …”
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SURVIVING HUMANITARIAN CRISIS IN NIGERIA: COPING STRATEGIES OF INTERNALLY DISPLACED PERSONS (IDP) IN BENUE STATE, NORTHCENTRAL, NIGERIA by ISAAC OLAWALE ALBERT, JOEL ABAH

“…Although literature abound on IDP in Benue state, less has been done to theoretically and empirically foreground and document the means of survival by the internally displaced persons in the face of state fragility. It is this yawning gap this study intends to fill. …”
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Innovations and innovative in domestic banking: Theoretical aspect by Natalia Mostovenko

“…The key to financial stability can be new tools in the anti-crisis management system, which are impossible without the general innovative focus of the banking business…”
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Lipotoxicity and metabolic disorders at obesity by V. T. Ivashkin, M. V. Mayevskaya

“…In most cases the significant decrease of body mass is combined to resolution and better control over concomitant diseases. …”
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Sources, Compositions, and Health Risks of PM2.5-bound PAHs at the Rural Area along with the “Coal to Gas” Law by Zhiyong Li, Ziyuan Yue, Wenjia Zhu, Wenquan Liu, Jintao Gao, Jiaqiang Zhang, Ziyi Zhan, Lan Chen, Huiying Gao, Jihong Wei

“…Existing researches about CTG impacts on components, sources, and health risks of PM2.5-bound PAHs mainly focused on metropolitan area, whereas they were lacking in rural area of north China. …”
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“Scarlet Cloak and the Forest Adventure”: a preliminary study of the impact of AI on commonly used writing tools by Barbara Bordalejo, Davide Pafumi, Frank Onuh, A. K. M. Iftekhar Khalid, Morgan Slayde Pearce, Daniel Paul O’Donnell

“…The study concludes by urging educators to focus on managing interactions with AI in academic settings rather than outright banning its use. …”
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Moving beyond post hoc explainable artificial intelligence: a perspective paper on lessons learned from dynamical climate modeling by R. J. O'Loughlin, D. Li, R. Neale, T. A. O'Brien, T. A. O'Brien

“…Currently, XAI methods can help explain the behaviors of AI models by focusing on the mapping between input and output, thereby increasing the statistical understanding of AI models. …”
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A novel alphanumeric classification system for ankle fractures: clinical applications and evaluation by Cemil Aktan, Ozkan Kose

“…Future research should focus on validating these findings in larger cohorts and assessing the DAFC system’s impact on long-term patient outcomes. …”
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Risk prediction models for stress urinary incontinence after pelvic organ prolapse (POP) surgery: a systematic review and meta-analysis by Bi Jun Yu, Hao Chong He, Li Wang, Han Mei Shao, Ying Min Liu, Xiao Ying Yan, Jian Liu

“…Future research should follow TRIPOD and PROBAST principles, focus on addressing sources of heterogeneity, improve model development through robust designs, large sample sizes, comprehensive predictors, and novel modelling approaches, and validate tools that can be effectively integrated into clinical decision-making to manage stress urinary incontinence after pelvic floor reconstruction.…”
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Plant Species Composition and Community Perception Towards Landscaping Work Executed at Hawassa University-Main Campus, Ethiopia by Birhanu Kagnew, Firew Kebede

“…Especially students in higher educational institutions who spend much of their time focused on their studies need of clean, green and attractively well-designed landscape in their campus. …”
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A Comparison of Pitching Biomechanics and Sport Specialization in High School Pitchers by Tyler J. Hamer, Adam B. Rosen, Samuel J. Wilkins, Kristen F. Nicholson, Garrett S. Bullock, Brian A. Knarr

“…Previous research has focused on the incidence of injury among specialized and non-specialized athletes but has yet to examine the level of sport specialization and pitching biomechanics…”
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Various endurance training intensities improve GFR and Up-regulate AQP2/GSK3β in lithium-induced nephropathic rats by Shadan Saberi, Mohammad Amin Rajizadeh, Mohammad Khaksari, Azadeh Saber, Mohammad Akhbari, Soheil Aminizadeh, Forouzan Rafie

“…Aim This study aimed to investigate the effects of different intensities of endurance training on kidney function and inflammation in a rat model of lithium-induced nephropathy, focusing on the expression of aquaporin 2 (AQP2), glycogen synthase kinase 3-beta (GSK-3β), and SIRT1. …”
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Relationship between dietary intake and atherogenic index of plasma in cardiometabolic phenotypes: a cross-sectional study from the Azar cohort population by Shirin Soheilifard, Elnaz Faramarzi, Reza Mahdavi

“…Future research should focus on the effects of macronutrient combinations on AIP and long-term dietary impacts on metabolic health instead of BMI.…”
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