Earthquake Prediction and Alert System Using IoT Infrastructure and Cloud-Based Environmental Data Analysis by Cosmina-Mihaela Rosca, Adrian Stancu

“…The authors proposed a unique alerting algorithm and conducted a case study that evaluates multiple predictive models, varying parameters, and methods to identify the most effective model for seismic event prediction in specific meteorological conditions. …”
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Novel integrative models to predict the severity of inflammation and fibrosis in patients with drug-induced liver injury by Yue Zhang, Chuan Lu, Jingying Xu, Qiqi Ma, Mei Han, Li Ying

“…This study aims to develop novel integrative models to identify DILI-associated liver inflammation and fibrosis, and compare the predictive values with previously developed indexes.MethodsA total of 72 DILI patients diagnosed as DILI through liver biopsy were enrolled in this study. …”
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Stroke Dataset Modeling: Comparative Study of Machine Learning Classification Methods by Kalina Kitova, Ivan Ivanov, Vincent Hooper

“…This comparative study offers a detailed evaluation of algorithmic methodologies and outcomes from three recent prominent studies on stroke prediction. …”
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Data-driven predictive model of coal permeability based on microscopic fracture structure characterization by Tianhao Yan, Xiaomeng Xu, Jiafeng Liu, Yihuai Zhang, Muhammad Arif, Xiaowei Xu, Qiang Wang

“…Owing to the inherent heterogeneity and complex internal structure of coal, a well-established method for predicting permeability based on microscopic fracture structures remains elusive. …”
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Reservoir parameter prediction technology based on deep learning and its application in the Panyu 4 Sag, Pearl river mouth Bain by Yingwei Li, Yanhui Zhu, Zhenshen Li, Xiaozhao Zhang, Guofu Cai

“…To address this issue, this paper proposes a method using a convolutional neural network for predicting porosity and facies distribution. …”
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Removal of Horizontally Impacted Mandibular Third Molar through Buccal Plate Extirpation and Replacement - An Evaluative Study by Ahmed Mustafa Abdulrahman, Zahraa M. AL-Hawwaz, Shams K. Mohammed

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Evaluation of residual carious dentin detection methods after cavity preparation: a randomized clinical trial by Hadiza Mohammed Abba, Paul Ikhodaro Idon, Christopher Ikeokwu Udoye, Oluwafeyisayo Francis Ikusika

“…The negative predictive value was the lowest (90%) for the visual-tactile method. …”
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Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization by Laura Bergomi, Giovanna Nicora, Marta Anna Orlowska, Chiara Podrecca, Riccardo Bellazzi, Caterina Fregosi, Francesco Salinaro, Marco Bonzano, Giuseppe Crescenzi, Francesco Speciale, Santi Di Pietro, Valentina Zuccaro, Erika Asperges, Paolo Sacchi, Pietro Valsecchi, Elisabetta Pagani, Michele Catalano, Chandra Bortolotto, Lorenzo Preda, Enea Parimbelli

“…Two cognitive statements for each method were rated on a Likert scale, as well as the agreement with the prediction. …”
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Investigating artificial intelligence in predicting and evaluating sperm and embryo quality in the in vitro fertilization (IVF): a systematic review by Shahrzad kaveh, Aida Ghaffari, Solmaz Sohrabei

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SIGNIFICANCE OF IMMUNE INDEXES IN SEVERITY EVALUATION IN THE PATIENTS WITH ABDOMINAL SEPSIS by V. V. Grebenuyk, N. V. Yusan

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Evaluation of fatigue performance of asphalt materials based on their relaxation behavior by Beibei Zhang, Mengqi Jing

“…Thus, the proposed indexes can be used to comprehensively evaluate the viscoelastic performance of the material. …”
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Evaluating factors that impact scoring an open response situational judgment test: a mixed methods approach by Muhammad Zafar Iqbal, Rodica Ivan, Colleen Robb, Jillian Derby

“…This mixed methods study aims to address this gap by exploring the construct-(ir)relevant factors that may impact assessors’ evaluation of professionalism in open response SJTs.MethodsFor this study, we used data from Casper, an open response SJT commonly used in professional program admissions. …”
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Cross-generational genomic prediction of Norway spruce (Picea abies) wood properties: an evaluation using independent validation by Haleh Hayatgheibi, Henrik R. Hallingbäck, Salvador A. Gezan, Sven-Olof Lundqvist, Thomas Grahn, Gerhard Scheepers, Sonali Sachin Ranade, Katri Kärkkäinen, M. Rosario García Gil

“…Predictive ability (PA) and prediction accuracy (ACC) were estimated using an independent validation method, ensuring no individuals were shared between training and validation datasets. …”
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Novel insight into prediction model for sleep quality among college students: a LASSO-derived sleep evaluation by Ling Yao, Ling Yao, Qingquan Chen, Kang Yang, Zhihua Zheng, Zhihan Chen, Danna Wang, Yining Xia, Dingquan Chen, Lufeng Chen

“…This study aims to provide a fresh perspective by developing and validating a predictive model for sleep quality among college students.MethodsData from 20,645 college students in Fujian Province, China, collected between 5th April and 16th April 2022, were analyzed. …”
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Evaluation of mathematical models and artificial neural networks for prediction of sorption isotherm in microwave pre-heated mung bean by Kulwinder Kaur, Satish Kumar, Preetinder Kaur, Rupinder Pal Singh, Inderjit Singh Grewal

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Clinical Performance of Prediction Rules and Nasogastric Lavage for the Evaluation of Upper Gastrointestinal Bleeding: A Retrospective Observational Study by Hassan K. Dakik, F. Douglas Srygley, Shih-Ting Chiu, Shein-Chung Chow, Deborah A. Fisher

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Enhanced Prediction and Evaluation of Hydraulic Concrete Compressive Strength Using Multiple Soft Computing and Metaheuristic Optimization Algorithms by Tianyu Li, Xiamin Hu, Tao Li, Jie Liao, Lidan Mei, Huiwen Tian, Jinlong Gu

“…These results indicate superior predictive performance compared to other advanced methods. …”
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A Golgi apparatus‑related subtype and risk signature predicts prognosis and evaluates immunotherapy response in gastric cancer by Ruyue Chen, Zengwu Yao, Lixin Jiang, Jinchen Hu

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Evaluating the Role of CBCT in the Prediction and Management of Sinus Perforation During Root Canal Treatment of Maxillary Posterior Teeth by Ushma H. Prajapati, Rashme Rashme, Chigurupati Swetha, Arishah Gulzar, Shabna Fathima, Jincy Thomas, Mariea Francis

“…Sinus perforation is a common complication during root canal treatment of maxillary posterior teeth due to their proximity to the maxillary sinus. This study evaluates the role of CBCT in predicting and managing sinus perforation during root canal treatments. …”
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Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting. by Maxim Topaz, Maryam Zolnoori, Allison A Norful, Alexis Perrier, Zoran Kostic, Maureen George

“…<h4>Discussion</h4>This was the first study that trained machine learning algorithms on a dataset of audio-recorded patient-primary care provider encounters to successfully evaluate the quality of SDM and predict patient inhaled corticosteroid adherence.…”
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