Novel Recurrent neural networks for efficient heat transfer analysis in radiative moving porous triangular fin with heat generation by Sana Ullah Saqib, Umar Farooq, Nahid Fatima, Yin-Tzer Shih, Ahmed Mir, Lioua Kolsi

“…The effectiveness of Recurrent Neural Networks (RNNs) is rigorously proved through extensive experiments, demonstrating iterative convergence curves for mean squared error, control metrics of optimization and error distribution via histograms.The mean absolute percent error (MAPE), mean absolute error (MAE), and Nash-Sutcliffe efficiency (NSE) are all nearly zero, while the coefficient of determination (R2) is close to 1.Furthermore, there is strong evidence of the prediction accuracy and dependability of the RNN in the regression results for the HTMPTHG model.…”
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MetaForecaster: A PSO-Driven Neural Model for Sustainable Industrial Air Quality Management by Marzia Ahmed, Shahrin Islam, Mohd Herwan Sulaiman, Md Maruf Hassan, Touhid Bhuiyan

“…Comparative analyzes with established hybrid forecasting approaches, such as Genetic Algorithm-NN, Simulated Annealing-NN, and Differential Evolution-NN, demonstrate the superior performance of the proposed PSO-NN model, achieving notably low prediction errors (MSE: <inline-formula> <tex-math notation="LaTeX">$1.1941 \times 10^{-7}$ </tex-math></inline-formula>), MAPE: 0.0016 and a high coefficient of determination (<inline-formula> <tex-math notation="LaTeX">$R^{2}$ </tex-math></inline-formula>: 0.99999). …”
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Discordance of HER2 between primary tumors and lymph node metastatic lesions in invasive breast cancer by Noviana Nugrohowati, Sumadi Lukman Anwar, Juwaryani Juwaryani, Firda Ridhayani

“…Methods A cross-sectional study was conducted involving 30 invasive breast cancer patients. …”
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Deep learning for automated segmentation of radiation-induced changes in cerebral arteriovenous malformations following radiosurgery by Hsing-Hao Ho, Huai-Che Yang, Wen-Xiang Yang, Cheng-Chia Lee, Hsiu-Mei Wu, I-Chun Lai, Ching-Jen Chen, Syu-Jyun Peng

“…The average Dice similarity coefficient in these comparisons was 71.8%. Conclusions The proposed segmentation algorithm achieved results on par with conventional manual calculations in determining the volume of RICs, which were shown to peak at the end of the first year after SRS and then gradually decrease. …”
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Study on the Relationship Between Species Richness and Morphological Diversity of Higher Categories in Scarabaeoidea by Yumeng Qiao, Yijie Tong, Zhehao Tian, Ning Liu, Ming Bai

“…By combining quantitative morphology and statistical methods, here we analyze the biodiversity under the influences of phylogenetic relation factors represented by higher categories. …”
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Validation and Comparison of DEBQ and TEMS in Assessing Eating Behaviours in the Romanian Adult Population by Ana Maria Gal, Oana Dumitrascu, Andreea Gherasim, Otilia Nita, Alina Delia Popa, Laura Mihalache, Lidia Iuliana Arhire

“…Methods: We tested (with the consent of the authors of the original questionnaires) the psychometric properties of the Romanian versions of DEBQ and TEMS on an adult general population and explored associations of eating behaviour with weight status with both questionnaires. …”
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The Relationship between Attention and Balance in Children with Cerebral Palsy: A Comparative Preliminary Study in Diplegia and Hemiplegia by mahrokh ghahari, Aliyeh Daryabor, mino kalantari, ashkan irani, zahra Shafiee

“…Spearman's correlation coefficient was calculated to determine the relationship between attention and balance, with a significance threshold of α=0.05. …”
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Relationship Between Craniovertebral Angle and Upper Trapezius Muscle Stiffness and Tone in Office Workers by Yoon-ji Lee, Sung-hoon Jung, Jun-hee Kim, Oh-yun Kwon

“…Objects: This study aimed to investigate the relationship among CVA, UT muscle stiffness, and tone in both habitual working and standing postures among asymptomatic office workers. Methods: Forty asymptomatic office workers participated in the study. …”

The development of open bite in patients with adenoid hypertrophy: clinical and radiological examination by M. E. Makarova, Z. S. Khabadze, Yu. A. Generalova, A. A. Kulikova, F. V. Badalov, M. Yu. Dashtieva, A. Yu. Umarov

“…To study the prevalence of adenoid hypertrophy in children aged 7 to 9 years with anterior open bite, paying special attention to the characteristics of the factors determining the development of this malocclusion.MATERIALS AND METHODS. 60 children aged 7 to 9 years with an orthodontic diagnosis of anterior open bite were included in the study. …”
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Assessment of minimum clinically important difference in symptoms and functionality of Japanese patients with major depressive disorder following inadequate response to antidepress... by Hikaru Hori, Masako Shiosakai, Yoshiyuki Shibasaki, Kentaro Yamato, Kentaro Yamato, Yilong Zhang

“…Background and objectivesThe aim of this study was to apply the minimum clinically important difference (MCID) concept to clinical results for Japanese patients with major depressive disorder following inadequate response to antidepressants, and to explore the disparity in what physicians and patients considered important in the treatment of depression.MethodsThe original study was a 52-week, open-label, multicenter study on the administration of 2 mg/d of brexpiprazole as adjunctive therapy for patients with major depressive disorder. …”
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Test–Retest Reliability and Concurrent Validity of Photoplethysmography Finger Sensor to Collect Measures of Heart Rate Variability by Donald W. Rogers, Andreas T. Himariotis, Thomas J. Sherriff, Quentin J. Proulx, Megan T. Duong, Sabrina E. Noel, David J. Cornell

“…Additionally, similar standard errors of the mean, coefficient of variation, and minimal detectable change metrics were observed across all devices. …”
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Housing Price Modeling Using a New Geographically, Temporally, and Characteristically Weighted Generalized Regression Neural Network (GTCW-GRNN) Algorithm by Saeed Zali, Parham Pahlavani, Omid Ghorbanzadeh, Ali Khazravi, Mohammad Ahmadlou, Sara Givekesh

“…The average index of the adjusted coefficient of determination in other methods, including the MLR, GWR, GTWR, GRNN, GCW-GRNN, and the proposed GTCW-GRNN in different modes of using Euclidean or travel distance and fixed or adaptive kernel was equal to 0.760, 0.797, 0.854, 0.777, 0.774, and 0.813, respectively, which showed the success of the proposed GTCW-GRNN algorithm. …”
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Analysis of Energy Efficiency in Spur Gear Transmissions: Cycloidal Versus Involute Profiles by Joaquim Maria Veciana, Pau Salvadó, Pau Català, Lluïsa Jordi

“…The key novelty of this study is the comparative analysis of involute and cycloidal gear profiles with respect to frictional power losses in the tooth contact, as well as their impact on energy efficiency in spur gear transmissions. The coefficient of friction is approximated using two widely applied analytical lubrication models: the elastohydrodynamic and mixed elastohydrodynamic, both of which provide enough accurate values with a reasonable amount of computation burden in comparison with numerical methods. …”
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Reproducibility of instantaneous wave-free ratio and angiography coregistration in patients with coronary heart disease and diffuse and multilevel coronary artery lesion by D. S. Bubnov, R. V. Atanesyan, Z. B. Kardanakhishvili, F. T. Ageev, Yu. G. Matchin

“…Aim. To determine the reproducibility of the results of instantaneous wavefree ratio (iFR) and angiography coregistration in patients with coronary heart disease (CAD) with multilevel and diffuse lesions of the coronary arteries.Materials and methods. …”
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A prediction approach to COVID-19 time series with LSTM integrated attention mechanism and transfer learning by Bin Hu, Yaohui Han, Wenhui Zhang, Qingyang Zhang, Wen Gu, Jun Bi, Bi Chen, Lishun Xiao

“…The performances among the models are compared by the mean absolute error, root mean square error and coefficient of determination. Results LSTM outperforms than others, and TCN has the worst generalization ability. …”
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Repeatability and Agreement of Anterion with Pentacam HR and Orbscan II in Corneal Parameters after Photorefractive Keratectomy by Hadi Ostadi-Moghaddam, Javad Heravian Shandiz, Mohammad Hosein Validad, Monireh Mahjoob, Abbas Ali Yekta, Sadegh Basharaf, Tahereh Rakhshandadi

“… Introduction: This study aimed to evaluate the repeatability and agreement of Anterion with Pentacam HR and Orbscan II in corneal parameters after photorefractive keratectomy (PRK). Methods: This prospective study involved 42 patients (42 eyes) aged between 20 and 40 years undergoing PRK surgery. …”
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Role of survival post-progression in phase III trials of systemic chemotherapy in advanced non-small-cell lung cancer: a systematic review. by Katsuyuki Hotta, Katsuyuki Kiura, Yoshiro Fujiwara, Nagio Takigawa, Akiko Hisamoto, Eiki Ichihara, Masahiro Tabata, Mitsune Tanimoto

“…The relationship between MPFS and MST was modeled in a linear function. We used the coefficient of determination (r(2)) to assess the correlation between them. …”
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Marital status of a patient in the formation of his attitude to the organization of medical care provided on an outpatient basis by S. N. Cherkasov, A. V. Martirosov, A. V. Fedyaeva, L. V. Kudryashova

“…Taking into account the nonparametric distribution of the primary data, the criterion of the reliability of differences χ2 was used to compare the groups, and the association coefficient was used to determine the dependence Ka.Results. …”
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THE IMPACT OF SERVICE QUALITY ON STUDENT SATISFACTION IN INSTITUTIONS OF HIGHER EDUCATION IN SERBIA by Mirjana Dunić, Njegoš Dragović

“…The aim of the following research was to investigate perceptions regarding the level of quality of services introduced at faculties in the Republic of Serbia, using a quantitative approach within exploratory research framework and applying statistical analysis methods. The research problem refers to the examination of students' opinions, which contributes to shaping their attitudes about satisfaction and the overall quality of services provided by higher education institutions. …”
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Evaluating the domains of generalism and equity, diversity and inclusion in preclinical simulated cases for targeted curricular improvements by Thomas Soroski, Kuda Hove, Lisa Steblecki, Jaime C. Yu

“…However, despite many calls-to-action for medical schools to better incorporate equity, diversity and inclusion (EDI) and generalism, it remains difficult to evaluate how well these goals are being met.Methods A quality improvement project was completed at a single medical school to evaluate the domains of generalism and EDI within simulated cases used in the preclinical curriculum. …”
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