Sociological Analysis of Gender Differences in Suicide Ideation on Instagram: A Social Network Analysis Approach Using Big Data by Somayeh Mirzaee, Akbar Aliverdinia

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Effect of involuntary and voluntary exercise in an enrichment environment on astrogliosis reaction of hippocampus white matter in type 3 diabetic rat models by Masoud Jamshidi, Mohammadreza Kordi, Fatemeh Shabkhiz

“…AD is a progressive brain disorder that causes gradual loss of memory, impaired learning ability, and connection problems with other people. Researchers have found that people with diabetes are 1.5 times more likely to develop AD. …”
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Development of Machine Learning Prediction Models to Predict ICU Admission and the Length of Stay in ICU for COVID‑19 Patients Using a Clinical Dataset Including Chest Computed Tom... by Seyed Salman Zakariaee, Negar Naderi, Hadi Kazemi-Arpanahi

“…The most important and related predictors selected by the Boruta feature selection method were used to develop ML prediction models. …”
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Development and Systematic Evaluation of a Progressive Web Application for Women With Cardiac Pain: Usability Study by Monica Parry, Tony Huang, Hance Clarke, Ann Kristin Bjørnnes, Paula Harvey, Laura Parente, Colleen Norris, Louise Pilote, Jennifer Price, Jennifer N Stinson, Arland O’Hara, Madusha Fernando, Judy Watt-Watson, Nicole Nickerson, Vincenza Spiteri DeBonis, Donna Hart, Christine Faubert

“…In total, 2 investigators recorded user comments and documented problems. At the end of the testing session, the participants completed the SUS and 4 semistructured interview questions. …”
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Vivência e repercussões da violência conjugal: o discurso feminino [The experience and impact of domestic violence: women’s discourse] [Experiencia y repercusiones de la violencia... by Nadirlene Pereira Gomes, Normélia Maria Freire Diniz, Solange Maria do Anjos Gesteira, Gilvânia Patrícia do Nascimento Paixão, Telmara Menezes Couto

“…The interviewees had experienced physical and psychological violence as an everyday feature of their conjugal relationships. The experience of psychological violence causes problems of physical health (headache, hypertension) and mental health (depression, PTSD). …”
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Deep reinforcement learning applications and prospects in industrial scenarios by JING TAN, Ligang YANG, Xiaorui LI, Zhaolin YUAN, Yunduan CUI, Chao YAO, Zongjie WANG, Xiaojuan BAN

“…Deep reinforcement learning (DRL), which integrates the high-dimensional feature extraction of deep learning with the adaptive decision-making capabilities of reinforcement learning, has emerged as a transformative technology in intelligent industrial control. …”
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Modern approach to automation of internal control of quality and safety of medical care by S. Y. Morozov, M. A. Morozova, L. E. Morozova

“…The list of the main issues associated with the introduction of an automated system for organizing internal control of quality and safety of medical care via multi-user intranet web portals includes: training heads of structural units responsible for organizing and carrying out the internal control of quality and safety of medical care; developing checklists using the pre-approved criteria, rules and requirements for providing medical care in accordance with standards and clinical recommendations; and developing an activity plan for organizing various checks (audits) and compiling analytical (statistical) reports to assess the activities of the Moscow healthcare organizations’ structural units (or employees). The checklists must feature codes of MES (medical and economic standards), ICD-10 (10th revision of the International Statistical Classification of Diseases and Related Health Problems) and medical services, as well expert criteria mentioned in acting legal documents. …”
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Epidemiological Analysis of Outcomes of Small Obstetric Operations by I. V. Taranenko, A. V. Lubimova

“…Summarize the available literary data and present modern views on the problem of the quality of life of women in the postpartum period after obstetric operations with natural delivery. …”
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Emergence of scrub typhus-associated neurological signs in central India: An unusual manifestation in febrile illness cases in Madhya Pradesh, India by Gayatri Sondhiya, Prakash Tiwari, HV Manjunathachar, Vivek Chouksey, Pradeep Tiwari, Pradip V. Barde, Chandrashekhar G. Raut, Tapas Chakma, Harpreet Kaur, Pushpendra Singh

“…Problem considered: Scrub typhus, a re-emerging zoonotic infection, often manifests as acute undifferentiated febrile illness (AUF), posing a significant epidemiological threat in tropical and subtropical regions. …”
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DINOV2-FCS: a model for fruit leaf disease classification and severity prediction by Chunhui Bai, Chunhui Bai, Chunhui Bai, Lilian Zhang, Lilian Zhang, Lilian Zhang, Lutao Gao, Lutao Gao, Lutao Gao, Lin Peng, Lin Peng, Lin Peng, Peishan Li, Peishan Li, Peishan Li, Linnan Yang, Linnan Yang, Linnan Yang

“…In fruit leaf disease classification, for the problem that leaf spots of different diseases have great similarity, we have proposed Class-Patch Feature Fusion Module (C-PFFM), which integrates the local detailed feature information of the spots and the global feature information of the class markers. …”
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The Functional State of the Myocardium in Patients with Ischemic Heart Disease, Diabetes Mellitus Type 2 and Cardiac Insufficiency by Horb Yu., Strona V., Komir I.

“…Introduction. The problem of reducing mortality from cardiovascular disease in patients with type 2 diabetes mellitus remains a subject of particular attention in modern medicine and the whole society. …”
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Finding Consensus on Trust in AI in Health Care: Recommendations From a Panel of International Experts by Georg Starke, Felix Gille, Alberto Termine, Yves Saint James Aquino, Ricardo Chavarriaga, Andrea Ferrario, Janna Hastings, Karin Jongsma, Philipp Kellmeyer, Bogdan Kulynych, Emily Postan, Elise Racine, Derya Sahin, Paulina Tomaszewska, Karina Vold, Jamie Webb, Alessandro Facchini, Marcello Ienca

“…Our findings can be used to address the problem of defining trust in AI in health care applications, fostering the discussion of concrete real-world health care scenarios in which humans interact with AI systems explicitly. …”
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Fe2O3-type iron oxide nanoparticles from Aerva lanata leaf extract exhibit antibiofilm, discriminatory toxicity in cancer cells, and theranostic against oxidative stress in zebrafi... by Anusuya Nagaraj, Oriparambil Sivaraman Nirmal Ghosh, Hazem K Ghneim, Yazeed A AlSheikh, Kaleemuddin Mohammed, Sudhakar Poda, Naveen Kumar Kalagatur

“…The phytosynthesized Fe NPs were characterized and assessed for multi-biofunctional features such as antioxidant, antibiofilm, and theranostic against oxidative stress in zebrafish embryos. …”
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Development and Validation of a Machine Learning Model for Predicting Long-Term Depression Risk in ACS Patients After PCI: A Retrospective Cohort Study by Lv H, Sun F, Zhang Y, Zhou X

“…SHAP analysis confirmed NYHA classification, TSH, and diabetes as the most influential features. Decision curve analysis demonstrated the clinical benefit of both models across a range of thresholds.Conclusion: The models demonstrated potential for early risk stratification of post-PCI depression and may inform targeted clinical interventions.Plain Language Summary: Depression is a common but often overlooked problem in people recovering from heart procedures. …”
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Analysis of the health status of patients with type 1 and type 2 diabetes mellitus living in urban and rural areas of the Saratov region (according to the data of the federal regis... by A. D. Ponomarev, G. Yu. Sazanova, M. A. Kunitsyna, L. M. Terina, A. A. Vojteshak

“…BACKGROUND: The World Health Organization considers diabetes mellitus as a significant public health problem, including this disease as one of the four priority noncommunicable diseases. …”
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Addressing Occupational Diseases; Integrating the Discipline at Danylo Halytsky Lviv National Medical University by Z. Bilous, N. Grechkivska, L. Kobak, N. Drobinska, M. Butynska

“…The aim of the study. To investigate the problem of teaching the discipline "Occupational diseases" at Danylo Halytskyi Lviv National Medical University. …”
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Plant selection for semi-arid urban landscapes with an emphasis on climate change (case study: Tehran) by Malek Rabiei Sadeghabadi, Omid Nouri, Reza Deihimfard

“…Material and methods: In our study, the methodology structured a hierarchy consisting of a goal and sub-ordinate attributes of the problem. Other important components of this methodology were a pairwise comparison between various parameters used to quantify value judgments, and the matrix multiplication used to convert level specifi c criteria into a larger decision priority. …”
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The Importance of Training Health Workers in Preventing the Spread of Dengue Fever by Zohreh Karimiankakolaki

“…Symptoms of the disease range from asymptomatic to symptomatic, afebrile to hemorrhagic, and usually begin 5-7 days after the mosquito bite (Sampat, 2021). Clinical features of the disease include fever with rash, severe headache, pain behind the eyes, muscle and joint pain (Halstead, 2007). …”
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EPIDEMIOLOGY OF UNCOMPLICATED OUTPATIENT URINARY TRACT INFECTIONS IN THE RUSSIAN FEDERATION by V. V. Rafalsky, E. M. Moiseeva

“…To date, there is a limited number of studies devoted to the study of this problem in the Russian Federation.Purpose of research. …”
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THE ESSENCE OF AN IMAGE IN ENGLISH-AMERICAN IMAGISM: SINGULAR VERSUS UNIVERSAL by Yevheniya S. Chernokova.

“…The major theoretical points highlight the important features of image transformation in Imagism: the dual (semantic and psychological) nature of an image (P. …”
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