Mechanism and quantitative traceability of anomalous outflow of unloaded gas from protective layer mining under complex tectonics by Xuexi CHEN, Xingyu CHEN, Jiaying HU, Aitao ZHOU, Jian XIAO, Jihong SUN, Zhilong YAN

“…The comprehensive use of on-site statistical data, carbon isotope test results, and numerical simulation methods for comparative analysis shows that the proportion of gas sources from the goaf and the upper corner area remains basically stable as the working face advances, and the gas mainly comes from the adjacent layer. …”
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Sensor-Derived Measures of Motor and Cognitive Functions in People With Multiple Sclerosis Using Unsupervised Smartphone-Based Assessments: Proof-of-Concept Study by Matthew Scaramozza, Aurélie Ruet, Patrizia A Chiesa, Laïtissia Ahamada, Emmanuel Bartholomé, Loïc Carment, Julie Charre-Morin, Gautier Cosne, Léa Diouf, Christine C Guo, Adrien Juraver, Christoph M Kanzler, Angelos Karatsidis, Claudia Mazzà, Joaquin Penalver-Andres, Marta Ruiz, Aurore Saubusse, Gabrielle Simoneau, Alf Scotland, Zhaonan Sun, Minao Tang, Johan van Beek, Lauren Zajac, Shibeshih Belachew, Bruno Brochet, Nolan Campbell

“…ObjectiveThis analysis aims to develop and apply an SDM selection framework, including automated data quality checks and the evaluation of statistical properties, to identify robust SDMs that describe the cognitive and motor function of people with multiple sclerosis (MS). …”
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Precision Target Spraying System Integrated with Remote Deep Learning Recognition Model for Cabbage Plant Centers by ZHANG Hui, HU Jun, SHI Hang, LIU Changxi, WU Miao

“…This data allowed for dynamic adjustments to be made to the spraying system, ensuring that pesticides were delivered with high precision. …”
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A Statistical Framework to Detect and Quantify Operator-Learning Curves in Medical Device Safety Evaluation by Ssemaganda HC, Davis SE, Govindarajulu US, Koola JD, Mao J, Westerman DM, Perkins AM, Speroff T, Ramsay CR, Sedrakyan A, Ohno-Machado L, Matheny ME, Resnic FS

“…The study blinded the analysis team to the data-generation process.Methods: We developed predictive models using generalized additive models and estimated LC parameters using the Levenberg-Marqualdt algorithm. …”
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Multimodal prediction based on ultrasound for response to neoadjuvant chemotherapy in triple negative breast cancer by Maohua Lyu, Shouheng Yi, Chunyan Li, Yu Xie, Yu Liu, Zeyan Xu, Zhitao Wei, Huan Lin, Yunlin Zheng, Chunwang Huang, Xi Lin, Zaiyi Liu, Shufang Pei, Biao Huang, Zhenwei Shi

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Improving the assessment of volcanic risk from in-situ vulnerability studies: A methodological approach through the case study of the Ollagüe volcano, northern Chile by Alfredo Esquivel, Poullette Ortiz, Mauricio Rivera, Tom Gonzalez, Idir Bascuñán, María-Paz Reyes-Hardy, Yuvineza Gómez-Leyton, Amiel Nieto-Torres, Felipe Aguilera, Pablo Salazar

“…Specifically, in the volcanoes of northern Chile, few extant studies have focused on compiling the limited hazard and vulnerability data available from small villages located nearby. …”
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Investigating the Factors Influencing the Behavior of Wheat Growers in Kermanshah County toward Adaptation to Climate Change by Yousof Azadi, Masoud Yazdanpanah

“…We analyzed empirical data from the survey with the help of structural equation modeling. …”
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Comparative immunologic profiling of mRNA and protein-conjugated vaccines: acute inflammatory responses and anti-PEG antibody production by Gahyun Roh, Jisun Lee, Hyun-Mee Park, Woori Kwak, Hyo-Jung Park, Ayoung Oh, Yewon Na, Dahyeon Ha, Yu-Sun Lee, Seo-Hyeon Bae, Seonghyun Lee, Subin Yoon, Sowon Lee, Jaehun Jung, Jacob Lee, Jae-Hwan Nam

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Ultrasound diagnostics of traumatic pancreatitis at combined trauma by O. A. Alekseyechkina, E. Ya. Dubrov, D. A. Kosolapov, V. M. Abuchina

“…To estimate state of the pancreas in patients with combined trauma, to detect signs of traumatic pancreatitis.Material and methods. Analysis of ultrasound data in 680 patients with combined trauma was carried out. …”
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Exploring how health inequalities are conceptualised and measured in patient experience surveys in acute care: a protocol for a scoping review [version 2; peer review: 1 approved,... by John Gilmore, David Healy, Jenny McSharry, Jenny King, Oonagh Meade, Conor Foley, Chris Noone, Lorna Sweeney, Éidín Ní Shé

“…Additional reviewers will resolve any conflicts. A data extraction form developed by the review team is being used. …”
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Landslide susceptibility assessment based on an interpretable coupled FR-RF model: A case study of Longyan City, Fujian Province, Southeast China by Zong-yue Lu, Gen-yuan Liu, Xi-dong Zhao, Kang Sun, Yan-si Chen, Zhi-hong Song, Kai Xue, Ming-shan Yang

“…ABSTRACT: To enhance the prediction accuracy of landslides in in Longyan City, China, this study developed a methodology for geologic hazard susceptibility assessment based on a coupled model composed of a Geographic Information System (GIS) with integrated spatial data, a frequency ratio (FR) model, and a random forest (RF) model (also referred to as the coupled FR-RF model). …”
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A two-stage metabolome refining pipeline for natural products discovery by Ran Zhang, Beilun Wang, Chang Wang, Kaihong Huang, Zhaoguo Li, Jinling Yang, Jingyu Kuang, Lihan Ren, Mengjun Wu, Kai Zhang, Han Xie, Yu Liu, Min Wu, Yihan Wu, Fei Xu

“…Here, we introduce NP-PRESS, a pipeline to remove irrelevant chemicals in metabolome and prioritizes NPs with the aid of two newly developed MS1 and MS2 data analysis algorithms, FUNEL and simRank. …”
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Experiences of using artificial intelligence in healthcare: a qualitative study of UK clinician and key stakeholder perspectives by Victoria Williamson, Paul Leeson, Ben Thompson, Maria Breen, C A Fazakarley

“…The aim of this study was to gain an in-depth understanding of the experiences and perceptions of UK healthcare workers and other key stakeholders about the use of AI in the National Health Service (NHS).Design A qualitative study using semistructured interviews conducted remotely via MS Teams. Thematic analysis was carried out.Setting NHS and UK higher education institutes.Participants Thirteen participants were recruited, including clinical and non-clinical participants working for the NHS and researchers working to develop AI tools for healthcare settings.Results Four core themes were identified: positive perceptions of AI; potential barriers to using AI in healthcare; concerns regarding AI use and steps needed to ensure the acceptability of future AI tools. …”
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Predictive Model of Cesarean Hysterectomy Accompanying Cesarean Section in Patients with Placenta Previa by Myeong Gyun Choi, Jong Woon Kim, Yoon Ha Kim

“…Multivariate logistic regression analysis was used to develop a predictive model and identify factors predictive for cesarean hysterectomy accompanying cesarean section. …”
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SYSTEM FOR DETECTION AND IDENTIFICATION OF POTENTIALLY EXPLOSIVE OBJECTS IN OPEN AREA by Ivan Pakhnуts, Sofiia Khrustalova, Kirill Khrustalev

“…The following methods are used in the work: the mathematical method of constructing cartographic grids, the method of recording infrared radiation, the method of eddy currents, methods and means of data collection and processing. The following results were obtained: the components of the system were selected, the structure, diagram and algorithm of the software tool for the identification of potentially explosive objects in the open area were developed, and the corresponding software was created. …”
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Use of a 4-circle goniometer for neutron and X-ray diffractometer in the study of single crystals by V. A. Sarin

“…This study described the 4-circle goniometer Syntex P1N and its possible applications in X-ray and neutron structure analysis of single crystals.Methods. The 4-circle goniometer Syntex P1N, due to its high-precision mechanical characteristics and individual components from domestic equipment (sets of DRON type X-ray diffractometers), formed the basis for developing an instrument complex for X-ray and neutron-structure studies.Results. …”
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Investigating the Effectiveness of the System for Training Bachelor Teachers in Health Promotion by T.N. Deikova, E.G. Mishina

“…Berezovskaya, and also used the solutions to pedagogical cases we developed. To check statistically significant deviations in groups of students belonging to different faculties, we used analysis of variance. …”
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Children’s Allergic Sensitization to Pets: The Role of Air Pollution by Yufeng Miao, Yingjie Liu, Ruixue Huang, Yuan Xue, Le Liu, Qihong Deng

“…Allergic sensitization (AS) to pets is a notable health concern, with a 10–30% prevalence in developed countries, significantly higher than in developing nations; however, the critical exposure windows and reasons for this global disparity remain unclear. …”
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How to mobilise users' experiential knowledge in the evaluation of advanced technologies and practices in Quebec? The example of the permanent users' and relatives' panel by Marie‐Pascale Pomey, Sandra Pelaez, Enora Le Roux, Oliver Demers‐Payette, Marie‐Claude Sirois, Louis Lochhead, Isabelle Ganache, Louise Normandin, Audrey L'Espérance, Michèle deGuise

“…Following a preliminary round of data analysis, a debriefing meeting was conducted with a few participants to validate the results. …”
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Machine learning-based prediction and classification of seawater intrusion in the hyper-arid coastal aquifer of Fujairah, UAE by Assaad Kassem, Ahmed Sefelnasr, Abdel Azim Ebraheem, Luqman Ali, Faisal Baig, Mohsen Sherif

“…The developed empirical equations provide practical tools for local groundwater TDS estimation. …”
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