Integrated Explainable Diagnosis of Gear Wear Faults Based on Dynamic Modeling and Data-Driven Representation by Zemin Zhao, Tianci Zhang, Kang Xu, Jinyuan Tang, Yudian Yang

“…Gear wear degrades transmission performance, necessitating highly reliable fault diagnosis methods. To address the limitations of existing approaches—where dynamic models rely heavily on prior knowledge, while data-driven methods lack interpretability—this study proposes an integrated bidirectional verification framework combining dynamic modeling and deep learning for interpretable gear wear diagnosis. …”
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Association of white matter hyperintensity burden and infarct volume in the anterior choroidal artery territory with early neurological progression: a dual-center retrospective stu... by Weiwei Gao, Weiwei Gao, Lixue Wang, Junyi Huang, Yitao Yu, Jingjing She, Jingjing She, Jingjing She, Mingyang Wang, Lijuan Cai, Lijuan Cai, Taishan Kang, Xingyu Chen, Xingyu Chen, Jianzhong Lin, Renjing Zhu, Renjing Zhu, Renjing Zhu

“…WMH burden and infarct volume were assessed using the Fazekas visual rating scale and an automated volumetric quantification method based on lesion prediction algorithm, respectively. …”
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Super-Resolution Reconstruction From Multiple Defocused Infrared Images of Stationary Scene by Yuxing Mao, Benjiang Zhao, Dongmei Yan, Haiwei Jia

“…Experiments demonstrate that our method can be used to obtain more information about details of a scene and improve the visual effect without adding any hardware facilities, improving the recognition and interpretation of the image subject.…”
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An fNIRS dataset for Multimodal Speech Comprehension in Normal Hearing Individuals and Cochlear Implant Users by András Bálint, Wilhelm Wimmer, Christian Rummel, Marco Caversaccio, Stefan Weder

“…Functional near-infrared spectroscopy (fNIRS) provides a non-invasive, implant-compatible method for assessing cortical activity during speech comprehension. …”
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Optical coherence tomography evaluation of retinal nerve fiber layer in longitudinally extensive transverse myelitis by Frederico C. Moura, Danilo B. Fernandes, Samira L. Apóstolos-Pereira, Dagoberto Callegaro, Paulo E. Marchiori, Mário L.R. Monteiro

“…OBJECTIVE: To compare optical coherence tomography (OCT) measurements on the retinal nerve fiber layer (RNFL) of healthy controls and patients with longitudinally extensive transverse myelitis (LETM) without previous optic neuritis. METHOD: Twenty-six eyes from 26 patients with LETM and 26 control eyes were subjected to automated perimetry and OCT for comparison of RNFL measurements. …”
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Directly measuring the total orbital angular momentum in astigmatic structured beams and the loss of several degrees of freedom by A.V. Volyar, E.G. Abramochkin, M.V. Bretsko, Ya.E. Akimova

“…In this article, a model of the astigmatic structured beam obtained by the ABCD matrix method is shown to be simpler and more visual compared to the approach of integral transforms [Volyar AV, Abramochkin EG, Bretsko MV, Khalilov SI, Akimova YE. …”
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Land Subsidence Assessment in the Darab Plain, Fars Province, Iran: Integrating Sentinel-1 InSAR and Groundwater Level Data by Luqman Othman, Jabar Majidi, Alan Amini

“…The Inverse Distance Weighting (IDW) interpolation method was employed to visualize the spatial distribution of groundwater level decline. …”
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Gastro-Colo-Cutaneous Fistula Occurring After Percutaneous Endoscopic Gastrostomy Procedure by Juyung Joung, Jeeyeon Baek, Sun Hyung Kang, Hee Seok Moon, Jae Kyu Sung, Hwan Jung Yun

“…Preoperative chest radiography (posterior-anterior [PA] view) revealed no abnormalities, and PEG tube placement was performed using the “pull” method. Chest radiography (PA view) performed 3 days postoperatively showed free air that was not observed immediately after PEG tube placement; therefore, the patient was diagnosed with pneumoperitoneum. …”
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VIRTUAL LABORATORY OF ELECTRICITY CONCEPT TO IMPROVE PROSPECTIVE PHYSICS TEACHERS CREATIVITY by G. Gunawan, A. Harjono, H. Sahidu, L. Herayanti

“…The model testing process uses the quasi-experimental method. The participant of this research is prospective physics teachers in Faculty of Teacher Training and Education, University of Mataram. …”
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The Oral Health Status of Intellectually and Physically Challenged Children in Central India- A Comparison Study by Revant H Chole, Swati Balsaraf, Shailesh M Gondivkar, Amol R Gadbail

“…Hence, this study was aimed to study oral  hygiene status of  physically and mentally challenged individuals. Materials and Method: This is a cross-sectional type of survey conducted amongst mentally and physically challenged individuals visiting a camp in Indore. …”
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Gaze Estimation Network Based on Multi-Head Attention, Fusion, and Interaction by Changli Li, Fangfang Li, Kao Zhang, Nenglun Chen, Zhigeng Pan

“…Gaze is an externally observable indicator of human visual attention, and thus, recording the gaze position can help to solve many problems. …”
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Reduced-order Modeling and Control Parameter Design of High-Frequency Oscillation in Low-Voltage DC System by Xiao LIU, Chunfa DONG, Hanbing QU, Guangyuan YU, Shancheng SU

“…On the basis, an analysis method of feasible region of control parameters that can inhibit high-frequency oscillations is proposed. …”
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NMO-DBr: the Brazilian Neuromyelitis Optica Database System by Marco A. Lana-Peixoto, Lívia Edwiges Talim, Alessandra C. Faria-Campos, Sérgio V.A. Campos, Cristiane F. Rocha, Lucas A. Hanke, Natália Talim, Paulo Henrique Batista, Carolina R. Araujo, Rodrigo Kleinpaul

“…OBJECTIVE: To present the Brazilian Neuromyelitis Optica Database System (NMO-DBr), a database system which collects, stores, retrieves, and analyzes information from patients with NMO and NMO-related disorders. METHOD: NMO-DBr uses Flux, a LIMS (Laboratory Information Management Systems) for data management. …”
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Construction of flavor wheel and sensory characteristics of Quan-flavor Baijiu by ZHANG Chenxi, ZHANG Yingyu, HE Ziwei, HU Wenqin, LI Feifei, ZHANG Yuanyuan, JIA Ruoming, LIU Ming, HAN Yuncui, ZHANG Zhiyuan

“…In order to enhance the identifiability of sensory characteristics and guide consumers to recognize the unique style of Quan-flavor Baijiu, 21 kinds of different flavor Baijiu including Quan-flavor and other typical flavor were evaluated by quantitative description analysis (QDA) and pivot profile (PP) method. The flavor profile descriptors of Quan-flavor Baijiu were screened by contribution index (M-value), cluster analysis (CA) and principal component analysis (PCA). …”
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Main directions of economic reintegration process of Sevastopol and Crimea into the Russian Federation by N. V. Alesina, B. A. Bukach, E. A. Posnaya

“…Identification of  the  main  stages  of  the  economic  reintegration  of  Crimea and  Sevastopol  into  the  Russian  Federation,  their composition,  analysis  of  the  level  of completion of each stage, identification of topical issues and development of ways to solve them. Materials and methods. Methods of financial analysis, statistical reporting data and legislation regulating the integration process were used. …”
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Integration of flexible corporate demographic policy tools into the personnel management system by Natalya V. Tonkikh, Marina V. Chudinovskikh, Svetlana V. Begicheva

“…Flexibilization theory in the context of corporate demographic policy constitutes the methodological basis of the study. The standard methods of structured personal interviews, frequency analysis with equality of proportions hypothesis test using a chi-square statistic, and comparison of mean values based on the Kruskal Wallis test were applied. …”
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REQUIREMENTS FOR THE FORMATION OF PRACTICAL SKILLS IN STUDENTS OF DENTAL FACULTIES FOR LEARNING ENVIRONMENTS FOR CREDIT-MODULAR SYSTEM by N.P. Makhlynets

“…Our research has been devoted to developing methods of directed formation of practical knowledge and skills in dental surgery for the learning environment of students for credit-modular system. 60 students of IV course were randomly selected and divided into two equal groups. …”
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A suicide bereavement model: based on a meta-ethnography of the experiences of adult suicide loss survivors by John Whitebrook, Caroline Lafarge, Jamie S. Churchyard

“…While male suicide-loss survivors (SLSs) are equally exposed, the vast majority of suicide bereavement research includes a large majority of female participants.MethodsFollowing the eMERGe and PRISMA guidelines, a meta-ethnography (systematic review of qualitative studies) was carried out to assess historical research into suicide-loss survivorship. …”
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Analyzing family planning expenditure in Bangladesh by Md. Ragaul Azim, Nasrin Sultana, K. M. Nafiz Ifteakhar Tulon, Md. Sirajul Islam, Syed Abdul Hamid

“…The study aims at tracking family planning spending from government sources by the agents, providers, service categories, and inputs of family planning services in Bangladesh. # Methods We utilized a modified version of the National AIDS Spending Assessment (NASA) methodology to track family planning spending incurred by the government during the fiscal year 2018-19 (July 2018 to June 2019) and the equal period of 2019-20, focusing on the contraceptives…”
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Re-imagining comprehensive sexuality education delivery: The role of peer-led education in youth empowerment by Kenneth Mukau

“…Comprehensive Sexuality Education (CSE) promotes sexual health, gender equality, and informed decision-making among young people. …”
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