Machine Learning in the National Economy by Azamjon A. Usmonov

“…Pandas, NumPy, Scikitlearn, and Matplotlib libraries were used as tools to process, analyze, and visualize the data. The research is based on data from official statistical agencies and financial institutions, including historical data on macroeconomic indexes, market trends, and financial risks. …”
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Efficacy and safety of dexamethasone versus intravitreal aflibercept implants for macular edema: a systematic review and meta-analysis by Khaled Moghib, Trisha Shivashankar, Abdallah Abunamoos, Al Hasan Mia, Izere Salomon, Thoria Ghanm, Ammar Salah, Mohamed A. Aldemerdash, Mona I. Elshamy

“…Key outcomes assessed included Best-Corrected Visual Acuity (BCVA), Central Retinal Thickness (CRT), and Intraocular Pressure (IOP). …”
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Innovative machine learning-based prediction of early airway hyperresponsiveness using baseline pulmonary function parameters by Hua Yang, Xingru Zhao, Zhuochang Chen, Lihong Yang, Guihua Zhao, Chenxiao Xu, Jinyi Xu

“…The machine learning-based predictive model demonstrates strong performance and clinical utility, offering potential as a visual tool for early detection and standardized treatment, thereby reducing the risk of symptom exacerbation, lung function decline, and airway remodeling.…”
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The impact of anterior cruciate ligament deficiency severity on the outcomes of fixed-bearing unicompartmental knee arthroplasty: a retrospective study by Shuhan Jia, Di Long, Bo Zhang, Mingyang Sun, Fengji Liu, Yixuan Jiao, Guoan Wang, Bin Zhang

“…Patient demographics (age, body mass index [BMI]), preoperative hip-knee-ankle angle (HKA), follow-up duration, and preoperative and last follow-up data, collected more than one year postoperatively, were recorded, including the Hospital for Special Surgery knee score (HSS), Lysholm score, visual analogue scale (VAS) for pain, range of motion (ROM), postoperative X-ray assessment of the position of the femoral component relative to the tibial component, as well as evaluation of radiolucent lines on the postoperative X-rays. …”
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Efficacy of Bilateral Transverse Abdominis Plane Block and Ilioinguinal Iliohypogastric Nerve Block for Post Lower Segment Caesarean Section Pain Relief: A Randomised Clinical Stud... by Jigisha Bharatbhai Mehta, Gayatri Vasagadekar, Sara Mary Thomas

“…Patients were assessed for Visual Analogue Score (VAS), pulse rate, blood pressure and oxygen saturation at 1, 2, 4, 6, 8, 10, 12, and 24 hours postoperatively. …”
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Educação em saúde no Instagram: Experiência de um projeto de extensão universitária by Matheus Moraes Silva, André Roberto de Oliveira, Erika Sâmela de Sousa Silva, Carla Jamyli do Nascimento Nascimento, Daiara Joana Lima de Farias, José Ribamar Chaves Ferreira, Katarine de Souza Rocha, Andréia Ferreira da Silva

“…To achieve this goal, weekly meetings were held to define topics in the health area, the types of visual materials, and the most appropriate language for disseminating information and facilitating understanding. …”
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Theoretical and Methodological Approaches to Collective Memory Analysis in Memory Studies by A. A. Nechaeva

“…Having appeared at an intersection of various humanities and social sciences, Memory Studies adopts empirical research methods from Sociology, Political science, Culture Studies, Psychology, Media Studies, Visual Studies, etc. In course of the presented research, the relevant empirical research works in the Memory Studies field by international and Russian authors have been analyzed, we considered the research carried out by Ch. …”
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Using Natural Language Processing to Explore Patient Perspectives on AI Avatars in Support Materials for Patients With Breast Cancer: Survey Study by Eleanor Cheese, Raouef Ahmed Bichoo, Kartikae Grover, Dorin Dumitru, Alexandros Zenonos, Joanne Groark, Douglas Gibson, Rebecca Pope

“…Combining NLP methods resulted in clear visuals and insights, enhancing the understanding of patient feedback. …”
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ANTIMICROBIAL ACTIVITY OF WATER-ETHANOLIC EXTRACTIONS FROM QUERCUS ROBUR L. LEAVES AND BUDS by N. A. Ryabov, V. M. Ryzhov, V. A. Kurkin, S. D. Kolpakova, A. V. Zhestkov, A. V. Lyamin

“…The results were assessed visually by the presence / absence of the growth of microorganisms in test tubes with the corresponding dilutions of the test samples.Results. …”
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Improving frailty documentation from admission to discharge: a quality improvement project in an elderly care ward by Thomas Kirwin, Carmel Halevy, Yass Hatahet, Jan Chiu, Iris Soteriou, Marcus Geyer, Ruth Mizoguchi, Iraida Safiulova

“…Key interventions, including staff education, use of visual aids, implementation of an electronic proforma and structured documentation shortcuts, have been effective in improving documentation and can be replicated in other settings to enhance frailty recognition and management. …”
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Efficacy and Safety of Tranexamic Acid on Hidden Blood Loss in Osteoporotic Vertebral Compression Fractures Patients Treated with Percutaneous Kyphoplasty: A Prospective Randomized... by Lou Z, Jiang K, Xia S, Chen S, Jiang Y, Zhu J, Zhu J

“…HBL was calculated and compared on postoperative days 1 (POD1) and 3 (POD3). Visual analog scale (VAS) scores were also recorded preoperatively and during the follow-up. …”
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Comparison of surgical efficacy between direct anterior approach and posterolateral approach in the treatment of sarcopenia with femoral neck fractures by Zhaoyang Yin, Qin Hu, Bin Zhang, Jin Yi, Hailong Zhang, Jian Yin

“…The study compared various factors, including age, gender, SMI, body mass index (BMI), American Society of Anesthesiologists (ASA) classification, operation time, incision length, blood loss, blood transfusion, hemoglobin drop, albumin drop, postoperative time to ambulation, length of hospitalization, visual analogue scale (VAS) score, Harris score at one and six months post-surgery, complications, revision rate, one-year survival rate following surgery, and patient satisfaction. …”
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Genomic signatures of sensory adaptation and evolution in pangolins by Jun Li, Ce Guo, Meiling Xie, Kai Wang, Xianghe Wang, Bishan Zou, Fanghui Hou, Chongyang Ran, Shiman Bi, Yanchun Xu, Yan Hua

“…GO terms associated with visual perception were enriched in PSGs, ISGs, and REGs. …”
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Barriers to access diabetic retinopathy treatment in Sri Lanka: A qualitative study by D. M. Mangala Dharmapriya Bandara Dhanapala, Mapa Prabath Piyasena, M. G. L. Mahesh Premarathna, P. F. Supun Chameera Fonseka, Sairuban K, Niruththan K, Jagjit Gilhotra, Robert Casson, Upul Senarath

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Reliability of the electronic patient reported outcome measures for assessing xerostomia, dysphagia and quality of life in Spanish patients with head and neck cancer: a randomised... by Mario Lozano-Lozano, Maria Lopez-Garzon, Paula Cuadrado-Guerrero, Paula Postigo-Martin, Carolina Fernández-Lao, Isabel Tovar-Martín, Noelia Galiano-Castillo

“…Outcome measures of interest were xerostomia: severity itself (Xerostomia Inventory, XI), perceived xerostomia (visual analogue scale, VAS), regional oral dryness (Regional Oral Dryness Inventory, RODI) and dry mouth/sticky saliva (specific head and neck module European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Head and Neck Module, EORTC QLQ-H&N35 and updated EORTC QLQ-H&N43); dysphagia: swallowing burden (Eating Assessment Tool-10, EAT-10) and swallowing (EORTC QLQ-H&N35 and EORTC QLQ-H&N43); and QoL: global health (EORTC QLQ-Core 30, EORTC QLQ-C30). …”
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OncoPSM: an interactive tool for cost-effectiveness analysis using partitioned survival models in oncology trial by Xulong Qiu, Xulong Qiu, Jidi Chen, Jidi Chen, Muting Wang, Kaixin Zheng, Ruixiong Li

“…Uncertainty analysis showed a 99.7% probability of the experimental group being cost-effective.ConclusionOncoPSM provides convenient treatment-cycle-based cost analysis, addressing the complexities of treatment costs in oncology research. By visualizing the entire CEA process, OncoPSM enables decision-makers to make informed decisions based on both statistical and intuitive assessments.…”
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Association of serum potassium time in target range with cardiovascular outcomes in patients with HFpEF by Yu Liu, Jianping Bin, Yating Tang, Yanmei Chen, Wenlong Xu, Yuegang Wang, Zhiwen Xiao, Yingxuan Li, Xingqiao Chen, Fengling He, Haoxiang Huang, Chuling Li, Jiajun Zhou

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A Small-Scale Evaluation of Large Language Models Used for Grammatical Error Correction in a German Children’s Literature Corpus: A Comparative Study by Phuong Thao Nguyen, Bernd Nuss, Roswita Dressler, Katie Ovens

“…Future research should explore multimodal approaches that integrate visual context to further enhance correction accuracy for children’s books with image-embedded text.…”
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The features of the human mesenteric lymph node histogenesis in the first half of the prenatal period of ontogenesis by M. I. Dub, , E. G. Alieva

“…Cortex and medulla are visualized clearly. CONCLUSIONS: 1. The development of the human mesenteric lymph node is directly associated primarily with the development of the mesentery blood vessels. 2. …”
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Modern methods for adhesive bowel obstruction diagnosis by K. D. Rybakov, G. S. Sednev, E. M. Askerov, A. M. Morozov, A. N. Pichugova, M. A. Belyak

“…Currently, new promising methods for diagnosing this disease, including biomarkers and high-tech methods for visualizing the pathological process, such as computed tomography and magnetic resonance imaging, are acquiring high importance. …”
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