Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis by Yi Pan, Pushi Wang, Bowen Xue, Yanbin Liu, Xinhua Shen, Shiliang Wang, Xing Wang

“…Therefore, in future studies, we anticipate the development of more multi-class classification tasks to enhance the clinical applicability of these methods.Systematic review registrationhttps://www.crd.york.ac.uk/prospero/display_record.php?…”
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Synthesis of novel 3-(2-bromophenyl)-4-substituted-1H-1,2,4-triazole-5(4H)-thiones derivatives by A. A. Safonov, A. V. Nevmyvaka

“…A wide range of biological activity of 1,2,4-triazole derivatives (anti-inflammatory, antiviral, antitumor, immunostimulating, etc.) and the availability of sources for their preparation determine the prospects of using compounds of this class to create modified derivatives based on them and, as a result, medicines. …”
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Construction and Validation of a Predictive Model for Long-Term Major Adverse Cardiovascular Events in Patients with Acute Myocardial Infarction by Yang P, Duan J, Li M, Tan R, Li Y, Zhang Z, Wang Y

“…A nomogram was used to create the scoring system, the predictive ability of which was assessed using calibration curve, decision curve analysis, receiver-operating characteristic curve, and survival analysis.Results: The nomogram model included the following seven variables: age, diabetes, prior myocardial infarction, Killip class, chronic kidney disease, lipoprotein(a), and percutaneous coronary intervention during hospitalization. …”
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Analysis of the Causal Model of the Effective Criteria on the Development of Creative Tourism in Iran by Ahmad hajarian

“…In fact, creativity is the use of mental abilities to create or crystallize a new thought or concept, which some have interpreted as combining ideas or creating connections between ideas. …”
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(m,a,n)-Fuzzy Neutrosophic Sets and Their Topological Structure by Samajh Singh Thakur, Saeid Jafari

“…It is shown by examples that the class of (m, a, n)-fuzzy neutrosophic sets properly contains the class of q-rung orthopair neutrosophic sets. …”
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The effect of teacher leadership and school climate on students’ learning outcomes by Carolus Patampang, Patrio Tandiangga, Frans Fandy Palinoan

“…The population from this research includes all class X students at Cendrawasih Catholic High School.There are 106 students in class X and consisting of 46 female students and 60 male students. …”
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Electric Machine Design and Integration for an Electric Propulsion System in Medium-Altitude Long-Endurance Unmanned Aerial Vehicles by Emre Kurt, Ahmet Yigit Arabul, Fatma Keskin Arabul, Ibrahim Senol

“…Even knowing this, there could be some advantages to choosing an electric propulsion system in MALE-class UAVs. The effects and performance of electric propulsion in MALE-class UAVs were studied with a newly designed electric machine and a newly created UAV model.…”
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Implementation of SVM Algorithm to Predict Song Popularity based on Sentiment Analysis of Lyrics by Quiin Latifah Almatin Lubis, Arif Akbarul Huda

“…Precision, Recall, and F1-score metrics for the Less Popular class are 0.98, 0.85, and 0.91; for the Moderately Popular class, 0.79, 0.95, and 0.86; and for the Very Popular class, 0.92, 0.86, and 0.89. …”
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Prince of Biscari Network by Salvatore Spina

“…The dataset contains metadata describing the Princes of Biscari (Paternò Castello) correspondence, one of the most important noble families in Sicily during the modern era. The dataset was created with the digitization of letters preserved in the Biscari Archive, held at the State Archive of Catania, and this digitization initiateed a Historical Network Analysis research project aimed at reconstructing the family’s relationships and how its members interacted with the political class, the religious class, and the monarchy. …”
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Diagnosis of Lichen Sclerosus, Morphea, and Vasculitis Using Deep Learning Techniques on Histopathological Skin Images by Mehmet Gamsızkan, Yunus Özcan, Recep Güler, Zehra Karapınar Şentürk

“…For this problem, which does not have an open-access dataset in the literature, a dataset consisting of histopathological images belonging to each class was created. Convolutional neural network models were created for this three-class classification problem, and their results were evaluated. …”
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STRATEGI MENGAJARKAN INTEGRASI PSIKOLOGI DAN KEKRISTENAN DI PENDIDIKAN TINGGI KRISTEN [STRATEGY TO TEACH PSYCHOLOGY AND CHRISTIANITY INTEGRATION IN CHRISTIAN HIGHER EDUCATION] by Evans Garey

“…The evaluation showed that most students perceived that they had attained the goals they set in participating in the PC class. They also observed that PC class is considered  the main form of integration of PC. …”
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A direct comparison of single-grain and multi-grain aliquot luminescence dating of feldspars from colluvial deposits in KwaZulu-Natal, South Africa by S. Riedesel, S. Riedesel, G. Guérin, K. J. Thomsen, M. Sontag-González, M. Blessing, M. Blessing, G. A. Botha, M. Hellers, G. Möller, A. Peffeköver, C. Sommer, C. Sommer, A. Zander, M. Will, M. Will

“…Doses calculated for the different samples range from <span class="inline-formula">∼</span> 80 to <span class="inline-formula">∼</span> 800 Gy and contain 6 % to 67 % saturated grains. …”
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Impact of integration of traditional-didactic teaching with case-based teaching on phase I medical students' performance in physiology by Kshitija Patkar, Umesh Patkar, Neela Iyer

“…A case-based discussion class was conducted after didactic teaching of the same topics in physiology. …”
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Measurement report: Influence of particle density on secondary ice production by graupel and frozen drop collisions by S. Yadav, L. Metten, P. Grzegorczyk, A. Theis, S. K. Mitra, M. Szakáll

“…For this, graupel particles of different sizes and densities were created utilizing dry growth conditions in a cold chamber at <span class="inline-formula">−</span>7 and <span class="inline-formula">−</span>15 °C using a setup that simulates the natural rotation and tumbling motion of freely falling graupel. …”
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Les défis posés par l’unité pédagogique pour élèves allophones arrivants (UPE2A) à la forme scolaire by Isabelle Rigoni

“…Under the paradigm of the inclusion of all students, they are enrolled in a regular class and operate back and forth between their class and the device. …”
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Classroom Environments That Promote Learning from the Perspective of School Children by Marianella Castro-Pérez, María Esther Morales-Ramírez

“…<div class="page" title="Page 2"><div class="layoutArea"><div class="column"><p><span>The following paper is based on a research</span><span>41 </span><span>made on school environments that promote learning in children. …”
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A survey on spatial and temporal variations of Agricultural water quality in Gorganrood River using fuzzy rules by Ali Heshmatpour, Seyed Javad Sajjadi

“…In addition, you can see temporal and spatial changes in water quality classes ahead of time and early forecast.Conclusions: The proposed system is capable of classifying water quality into 16 classes and assigns a grade to each class, which is created in a fuzzy form between the interval [0,1]. …”
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Using Gamification to Enhance Mastery of Network Security Concepts by Kevin Hilliard, Xiaohong Yuan, Kelvin Bryant, Jinsheng Xu, Jinghua Zhang

“…An updated version of the game was created that focused on reaching a balance between education and entertainment. …”
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Epileptic seizure detection in EEG signals via an enhanced hybrid CNN with an integrated attention mechanism by Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul

“…The model achieved 99.00% accuracy in binary classification, 96.20% in three-class tasks, 92.00% in four-class scenarios, and 89.00% in five-class classification. …”
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Improving Surgical Site Infection Prediction Using Machine Learning: Addressing Challenges of Highly Imbalanced Data by Salha Al-Ahmari, Farrukh Nadeem

“…The synthetic minority oversampling technique (SMOTE) is the best-performing resampling technique, consistently enhancing the performance of most machine learning models, except for LR and GNB. LR struggles with class imbalance due to its linear assumptions and bias toward the majority class, while GNB’s reliance on feature independence and Gaussian distribution make it unreliable for under-represented minority classes. …”
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