Research on Reservoir Identification of Gas Hydrates with Well Logging Data Based on Machine Learning in Marine Areas: A Case Study from IODP Expedition 311 by Xudong Hu, Wangfeng Leng, Kun Xiao, Guo Song, Yiming Wei, Changchun Zou

“…This study explores the logging identification method of marine GHRs based on machine learning (ML) according to the logging data of the International Ocean Drilling Program (IODP) Expedition 311. …”
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Pretreatment CT-Based Machine Learning Radiomics Model Predicts Response in Inoperable Stage III NSCLC Treated with Concurrent Radiochemotherapy Plus PD-1 Inhibitors by Ya Li Bachelor, Min Zhang Bachelor, Yong Hu MM, Bo Du Bachelor, Youlong Mo Bachelor, Tianchu He MM, Mingdan Zhao Bachelor, Benlan Li Bachelor, Ji Xia Bachelor, Zhongjun Huang Bachelor, Fangyang Lu MD, Zhen Huang Bachelor, Bing Lu MD, Jie Peng MD

“…Results Based on the performance of radiomics models constructed by various machine learning algorithms in the prospective validation set, the LR with the highest AUC value (AUC: 90.00%) was finally selected, which also performed well in the independent test set (AUC: 84.96%). …”
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MRI-based deep learning and radiomics for predicting the efficacy of PD-1 inhibitor combined with induction chemotherapy in advanced nasopharyngeal carcinoma: A prospective cohort... by Yiru Wang, Fuli Chen, Zhechen Ouyang, Siyi He, Xinling Qin, Xian Liang, Weimei Huang, Rensheng Wang, Kai Hu

“…Aim: To establish and evaluate a model for predicting the efficacy of programmed death-1 (PD-1) inhibitor combined with GP (gemcitabine and cisplatin) induction chemotherapy based on deep learning features (DLFs) and radiomic features. …”
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Arabic Language Curriculum as a Foundation for Strengthening Religious Education in Public Higher Education by Abd Aziz Rekan, Hafeezur Rahman Howell, Muhamad Nasir Mohamad Salleh, Nurhasfirah Rosin, Tabrani ZA, Muhammad Anas Ma`arif, Mohamad Azrien Mohamed Adnan

“…These findings were used to construct a quantitative questionnaire, which was then administered in the second phase to 184 respondents. …”
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Pedagogical education of parents in conditions of destructive influence of values and meanings of mass culture via an informational and educational platform by V. V. Kulishov, O. A. Mosina

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Alternative educational pathways for higher certificate in information technology graduates at a South African university of technology by Dina Moloja, Moretlo Tlale-Mkhize, Bekithemba Dube

“…The paper uses the lens of constructivist theory to explore how alternative educational pathways can be designed to support these graduates by promoting active, experiential learning and enabling them to construct knowledge in practical, real-world contexts. …”
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Land Cover Transformations in Mining-Influenced Areas Using PlanetScope Imagery, Spectral Indices, and Machine Learning: A Case Study in the Hinterlands de Pernambuco, Brazil by Admilson da Penha Pacheco, João Alexandre Silva do Nascimento, Antonio Miguel Ruiz-Armenteros, Ubiratan Joaquim da Silva Junior, Juarez Antonio da Silva Junior, Leidjane Maria Maciel de Oliveira, Sylvana Melo dos Santos, Fernando Dacal Reis Filho, Carlos Alberto Pessoa Mello Galdino

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LSTM+MA: A Time-Series Model for Predicting Pavement IRI by Tianjie Zhang, Alex Smith, Huachun Zhai, Yang Lu

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Antipatterns in Database Design by S. M. Shcherbakov, K. K. Kalugyan, A. V. Abramova, V. Y. Grechkina

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Explainable deep learning algorithm for identifying cerebral venous sinus thrombosis-related hemorrhage (CVST-ICH) from spontaneous intracerebral hemorrhage using computed tomograp... by Kai-Cheng Yang, Yunzhi Xu, Qing Lin, Li-Li Tang, Jia-wei Zhong, Hong-Na An, Yan-Qin Zeng, Ke Jia, Yujia Jin, Guoshen Yu, Feng Gao, Li Zhao, Lu-Sha Tong

“…The study aimed to develop an explainable deep learning model to quickly identify ICH caused by CVST based on non-contrast computed tomography (NCCT). …”
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Rethinking Attention in Online Asynchronous Study: A Postphenomenological Perspective by Tina Postalian

“… As universities incorporate an asynchronous provision as part of online programmes appealing to the possibility of learning anytime, anywhere, the topic of attention in online study is both important and relevant in education today. …”
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Arabic Teaching Curriculum for Indonesian General Educational Stages in the Society Era 5.0 by Rodhy Harisca, Ahmad Bukhari Muslim, Abdulahi Hussein Moalim Shariif

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SpectralEarth: Training Hyperspectral Foundation Models at Scale by Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu

“…In tandem, we construct nine downstream datasets for land-cover, crop-type mapping, and tree-species classification, providing benchmarks for model evaluation. …”
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Low-cost prototype for bearing failure detection using Tiny ML through vibration analysis by Andres Felipe Cotrino Herrera, Jesús Alfonso López Sotelo, Juan Carlos Blandón Andrade, Alonso Toro Lazo

“…This device fosters the development of STEM skills, promotes the application of AI and TinyML in real-world contexts, and enriches educational programs by encouraging interdisciplinary learning.…”
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Identifying and Ranking the Challenges and Strategies of Academic Resilience based on the Integration of Thematic analysis and the House of quality by Dariush Mohamadi Zanjirani, Shahla Shahpari

“…The findings from such research could contribute to the development of resilience-building programs tailored for this demographic. Given that teaching and learning methodologies vary across different age groups, a deeper understanding of the challenges and strategies for fostering academic resilience among middle-aged individuals can inform the design of more flexible and effective educational programs.   …”
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Comparison of two methods in determining hearing loss type and hearing loss degree: mobile application coded with artificial neural networks and conditional structures by Ahmet Yasin Disci, Ozlem Konukseven, Rukiye Tanisir Disci

“…Eclipse IDE for Java Developers-2021–03 program in Java programming language was used for the codes written with conditional structures. …”
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Aging Assessment of Power Transformers with Data Science by Samuel Lessinger, Alzenira da Rosa Abaide, Rodrigo Marques de Figueiredo, Lúcio Renê Prade, Paulo Ricardo da Silva Pereira

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Ontological approach to modeling innovation processes on the example of a distributed educational network of the University by D. G. Korneev, M. S. Gasparian, A. A. Mikryukov

“…To solve this task is possible only with the use of innovative methods and tools for the creation of information-educational environment in the formation and processing of learning objects and software services distributed in the educational network and allowing the flexible implementation of the processes of educational and methodological support of educational activities.The aim of the research is to determine the possibilities of using the ontological approach to the construction of innovative automated education management systems, including the construction of individual learning trajectories. …”
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The System of Standardization of Education in the Russian Federation Celebrates a Quarter of a Century by S. V. Korshunov

“…The author dwells on their features and the principles of construction based on standardization of content of education and the requirements to learning results. …”
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Assessing medical students’ competency before and after clinical rotations: a single-center pilot study in China by Mengzhu Yang, Chi Yuan, Zhongyu Jian

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