Prognostic predictions in psychosis: exploring the complementary role of machine learning models by Metten Somers, Hugo G Schnack, Rene S Kahn, Diane F van Rappard, Frank L Gerritse, Edwin van Dellen, Violet van Dee, Seyed M Kia, Caterina Fregosi, Wilma E Swildens, Anne Alkema, Albert Batalla, Coen van den Berg, Danko Coric, Lotte G Dijkstra, Arthur van den Doel, Livia S Dominicus, John Enterman, Marte Z van der Horst, Fedor van Houwelingen, Charlotte S Koch, Lisanne E M Koomen, Marjan Kromkamp, Michelle Lancee, Brian E Mouthaan, Eline J Regeer, Raymond W J Salet, Jorgen Straalman, Marjolein H T de Vette, Judith Voogt, Inge Winter-van Rossum, Wiepke Cahn

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Reinforcement Learning-Based Intent Classification of Chinese Questions About Respiratory Diseases by Hao Wu, Degen Huang, Xiaohui Lin

“…In the reinforcement learning model based on keywords, we crafted a word frequency reward function to aid in generating the reward function and determining keyword categories. …”
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Effects of Mobile Electromagnetic Exposure on Brain Oscillations and Cortical Excitability: Scoping Review by Azadeh Torkan, Maryam Zoghi, Negin Foroughimehr, Ali Yavari, Shapour Jaberzadeh

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Artificial intelligence real-time automated recognition of the gastric antrum cross-sectional area and motility rhythm via bedside ultrasound: a pilot study by Tongjuan Zou, Hao He, Jing Yang, You Wu, Cao Lv, Lican Zhao, Wanhong Yin

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Explaining the components of urban space for the elderly with the approach of environmental psychology (Case study: District 8 of Shiraz) by ehsan amini, shirin toghyani, amirhosein shabani

“…After identifying the characteristics to obtain the required information using a questionnaire tool that Cochran's method was used to determine the sample and GIS data were generated using Moran analysis of the desired layers and then using hierarchical analysis and Hot spot analysis of overlapping criteria was performed using fuzzy functions and urban spaces needed by the elderly were identified. …”
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Factors That Affect Quality of Life among People Living with HIV Attending an Urban Clinic in Uganda: A Cohort Study. by Doris Mutabazi-Mwesigire, Achilles Katamba, Faith Martin, Janet Seeley, Albert W Wu

“…<h4>Introduction</h4>With the availability of antiretroviral therapy (ART) and primary general care for people living with HIV (PLHIV) in resource limited settings, PLHIV are living longer, and HIV has been transformed into a chronic illness. …”
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Mapping the value of commercial fishing and potential costs of offshore wind energy on the U.S: West Coast: Towards an assessment of resource use tradeoffs. by Blake E Feist, Robert Griffin, Jameal F Samhouri, Leena Riekkola, Andrew O Shelton, Y Allen Chen, Kayleigh Somers, Kelly Andrews, Owen R Liu, Jennifer Ise

“…We quantify spatial overlap between these two ocean uses and use multiobjective optimization to develop tradeoff frontiers to investigate implications for both sectors from established state goals or mandates for OWE power generation capacity. There are clear differences in the exposure of each fishery in their traditional fishing grounds as a function of differing OWE capacity goals and outcomes vary depending on whether OWE development goals are achieved at a state-by-state level or a region-wide level. …”
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The impact of anticoagulant-related bleeding on quality of life: Development of a novel measure based on perspectives from older adults. by Anna L Parks, Stacey L Slager, Amy M Cizik, Margaret C Fang, Mark A Supiano, Patti P Katz, Daniel M Witt

“…We incorporated these distinct aspects of wellbeing and function into a novel PROM for bleeding-related QoL that can inform clinical care and research after subsequent psychometric validation.…”
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Cardiovascular-kidney-metabolic syndrome definition and its role in the prevention, risk staging, and treatment. An opportunity for the Nephrology by Aleix Cases, Jose Jesus Broseta, Maria Marqués, Secundino Cigarrán, Juan Carlos Julián, Roberto Alcázar, Alberto Ortiz

“…Three publications offer the rational basis of a conceptual decalogue and action plan and a new cardiovascular risk stratification equation since the age of 30 that includes measures of renal function/damage, among others, to promote effective cardiovascular, renal, and metabolic prevention. …”
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Search for molecular descriptors and computer prediction of biological activity in a series of S-derivatives (1,2,4-triazole-3(2H)-yl)methyl)thiopyrimidines by Yu. V. Karpenko, O. I. Panasenko, A. P. Litun

“…This principle is grounded in the concept that “the biological activity of a substance is a function of its chemical structure”. Such predictions are generated based on the structural formula of a chemical compound and can be made during the planning stage of synthesis. …”
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Practical Tips for Starting a Student-Run Free Eye Clinic [version 1; peer review: 1 approved, 2 approved with reservations] by Adam Leone, Robert Porter, Alec Murphy, Cameron Reinisch, Jonathan Regenold, Courtney Linne, Lisa Kelly, Hyun Jun Kim

“…Student-run free clinics serve three primary functions: 1) providing basic medical services for the uninsured and underserved in our communities, 2) supporting the training of medical providers, and 3) advocating for medically underserved communities. …”
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Themis differentially regulates T follicular helper cell differentiation during early and late stages of chronic viral infection by Yuzhen Zhu, Yuzhou Bao, Ning Wang, Qifeng Gan, Jian Tang, Yu Cong, Bowen Hou, Bowen Hou, Minxue Quan, Chaonan Yan, Siyi Liu, Shuo Lin, Xiaobin Zhang, Yanping Du, Lichao Hou, Nicholas R. J. Gascoigne, Nicholas R. J. Gascoigne, Bing Xu, Guo Fu, Guo Fu, Guo Fu, Qifan Zheng

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Multiple, not single, recipient muscle tendon transfers produce well-coordinated thumb-tip movement in lateral pinch grasp: a simulation study with application to restoration of im... by Cole D. Smith, Joseph D. Towles

“…We calculated CMC joint ab/adduction deviation from the flexion–extension plane and IP joint flexion in the plane that all muscle groups produced and compared those joint angle movements to those of the FPL when it alone drove the thumb.ResultsOf the 27 simulations, three muscle groups, each consisting of three or four muscles, generated lower IP joint flexion and CMC joint ab/adduction compared with the FPL.ConclusionThis study points to the potential of novel, multiple recipient muscle tendon transfer surgeries to outperform the current standard of care to restore lateral pinch grasp following tetraplegia.…”
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Validation of a Clinical Scale for Early Detection of Infections at the Exit Site of Central Venous Catheters for Hemodialysis by José Luis Cobo-Sánchez, Ian Blanco-Mavillard, Raquel Pelayo-Alonso, Noelia Mancebo-Salas, Ismael Fernández-Fernández, Irene Larrañeta-Inda, Ana Ulzurrun-García, Isidro Sánchez-Villar, Fernando González-García, Julia Hernando-García, Ma Jesús Rollán-de la Sota, Luís Miguel Vieira-Barbosa Lopes, Ma del Rosario Prieto-Rebollo, Carolina Sesmero-Ramos, Catalina Jaume-Riutort, Rafael Casas-Cuesta, Mateo Alcántara-Crespo, Joan Ernest de Pedro-Gómez

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Association of the blood urea nitrogen to serum albumin ratio and all-cause mortality in critical ill acute ischemic stroke patients: a retrospective cohort study of MIMIC-IV datab... by Yongwei Huang, Zongping Li, Jianjun Wang, Jianjun Wang, Decai Wang, Decai Wang, Xiaoshuang Yin

“…PurposeWe aim to ascertain the extent to which the blood urea nitrogen (BUN) to serum albumin (ALB) ratio (BAR) could be implemented to anticipate the short- and long-term prognosis of acute ischemic stroke (AIS) patients in intensive care units (ICUs).MethodsThe data was derived from the Marketplace for Intensive Care Medical Information-IV (MIMIC-IV v3.0) database, primarily pertaining to AIS patients as categorized by the International Classification of Diseases (ICD)-9 and ICD-10. …”
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Quantitative Relationships Between Basalt Geochemistry, Shear Wave Velocity, and Asthenospheric Temperature Beneath Western North America by M. Klöcking, N. J. White, J. Maclennan, D. McKenzie, J. G. Fitton

“…Forward and inverse modeling of carefully selected major, trace, and rare earth elements were used to determine melt fraction as a function of depth. …”
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Autonomous and sustainable machine learning: pursuing new horizons of intelligent systems by Witold Pedrycz

“…The carefully crafted learning process has to result with advanced models. …”
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Action Observation for Children and Adolescents with Cerebral Palsy: Hope or Hype? A Systematic Review with Meta-Analysis by José Fierro-Marrero, Carlos Donato Cabrera-López, Borja Rodríguez de Rivera-Romero, Alejandro López-Mejías, Mirari Ochandorena-Acha, Sergio Lerma-Lara, Roy La Touche

“…Cerebral palsy generates an elevated burden on both patients and health-care systems. …”
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Designing A Blockchain-Empowered Telehealth Artifact for Decentralized Identity Management and Trustworthy Communication: Interdisciplinary Approach by Xueping Liang, Nabid Alam, Tahmina Sultana, Eranga Bandara, Sachin Shetty

“… BackgroundTelehealth played a critical role during the COVID-19 pandemic and continues to function as an essential component of health care. …”
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Lifestyle factors and health outcomes associated with infertility in women: A case-control study using National Health Insurance Database by Boyoung Jeon, Taeuk Kang, Sung Wook Choi

“…Conclusions These findings underscore the need for lifestyle modifications and personalized preconception care to improve fertility outcomes. Trial registration Not available.…”
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