MM-HiFuse: multi-modal multi-task hierarchical feature fusion for esophagus cancer staging and differentiation classification by Xiangzuo Huo, Shengwei Tian, Long Yu, Wendong Zhang, Aolun Li, Qimeng Yang, Jinmiao Song

“…The key characteristics of MM-HiFuse include: (i) a parallel hierarchy of convolution and self-attention layers specifically designed for pathological and endoscopic image features; (ii) a multi-modal hierarchical feature fusion module (MHF) and a new multitask weighted combination loss function. …”
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Comparative analysis of consistency of adaptations to interval interventions individualized using sport-specific techniques in well-trained soccer players by Hongjun Zhang, Sheng Li, Bingyuan Yang

“…Abstract This study aimed to investigate the uniformity of adaptive changes in cardiorespiratory fitness and anaerobic power to high-intensity interval interventions (HIIT) designed using techniques specified for soccer players. …”
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A multidimensional Bayesian IRT method for discovering misconceptions from concept test data by Martin Segado, Aaron Adair, John Stewart, Yunfei Ma, Byron Drury, David Pritchard

“…We then apply our method to approximately 10,000 students' responses to a research-designed concept test: the Force Concept Inventory. …”
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The advancement of primary care dentistry in Hungary: progress of the dental cluster model since 2021 legislation by András Sztrilich, Csilla Kaposvári, Csilla Kaposvári, Csilla Kaposvári, Gergő Túri, Gergő Túri, Gergő Túri, Rita Teller, István Vingender

“…This study aims to describe the advancement of primary care dentistry in Hungary and the progress of the dental cluster model since the 2021 legislation.MethodsA mixed method study was designed that included a scoping review of the literature in December 2023 to collect information on the health policy developments of Hungary’s publicly funded primary dental care system; (b) secondary data analysis was carried out to assess the development of primary care dentistry and the formation and operation of dental cluster practices in Hungary.ResultsPrimary care dental clusters in Hungary were established to allow active professional cooperation within the dental clusters to improve the population’s access to preventive dental services and the quality of services. …”
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Ambient Air Pollution and Chronic kidney disease risk in Deltan communities: A Policy Brief, 2023 [version 3; peer review: 1 approved, 2 approved with reservations, 1 not approved] by Luca Mora, Elaine Carnegie, Ogochukwu Okoye

“…We strongly recommend public inclusion in planning, designing, and implementing educational interventions. …”
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End-to-End Framework for Identifying Vulnerabilities of Operational Technology Protocols and Their Implementations in Industrial IoT by Matthew Boeding, Michael Hempel, Hamid Sharif

“…To meet the need for remote access to system information, protocols designed for the OT space were extended to allow IT networked communications. …”
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Numerical Investigation of Ultra-Wide Low-Frequency Wave Attenuation Using Seismic Metamaterials with Auxetic Slender Strips by Haosheng Liu, Hongbo Zhang

“…Notably, while most existing designs feature lattice constants in the ten-meter range (with the smallest around two meters), our proposed structure achieves these results with a lattice constant of only one meter. …”
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A scoping review on the psychosocial interventions used in day care service for people living with dementia. by Dympna Tuohy, Liz Kingston, Eileen Carey, Margaret Graham, Liz Dore, Owen Doody

“…Services within adult day care settings are designed to provide biopsychosocial health benefits to participants as well as care partner respite.…”
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Clinical trials since 2020 of rapid anti-suicidal ideation effects of ketamine and its enantiomers: a systematic review by Sumra Sajid, J. John Mann, Michael F. Grunebaum

“…Results The studies include ketamine augmentation of other treatments such as electroconvulsive therapy (ECT), various routes of administration – intravenous (IV), intramuscular (IM), and intranasal (IN) – and single versus multiple dose designs. Multiple doses of IV ketamine/S-ketamine produced reductions in SI for periods of several days to weeks, while single doses showed shorter, more variable effects. …”
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Edge-Preserving Probabilistic Downsampling for Reliable Medical Segmentation in Resource-Constrained Environments by Shahzad Ali, Yu Rim Lee, Soo Young Park, Won Young Tak, Soon Ki Jung

“…This study introduces a novel approach, Edge-Preserving Probabilistic Downsampling (EPD), designed to retain critical details and bridge the performance gap between networks trained on original and downsampled resolutions. …”
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Analysis of the Structural Behavior Evolution of Reinforced Soil Retaining Walls Under the Combined Effects of Rainfall and Earthquake by Xinxin Li, Xiaoguang Cai, Sihan Li, Xin Huang, Chen Zhu, Honglu Xu

“…Three sets of shaking table tests on model retaining walls were designed, a modular reinforced earth retaining wall was utilized as the subject of this study, and a custom-made device was made to simulate rainfall conditions of varying intensities. …”
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An exergy-based analysis for the synthesis of aromatics from biomass by Mohammed Usman, Joseph Akintola, Gabriel Umoh, Joseph Akpan, Ekpotu Wilson, Queen Moses, Philemon Udom, Edose Osagie

“…In response to these challenges and considering the industry's capital-intensive nature, ongoing optimization through redesigning existing production plants has become a key strategy. This study designs and analyses a typical process plant with two routes for synthesizing aromatics from methanol and pentane. …”
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Empowering nurse leaders: readiness for AI integration and the perceived benefits of predictive analytics by Mohamed Hashem Kotp, Hossam Ali Ismail, Hassan Ahmed Awad Basyouny, Mohamed Ahmed Aly, Abdelaziz Hendy, Abdulqadir J. Nashwan, Ahmed Hendy, Aliaa Ezz Eldin Abd Elmoaty

“…Data collection took place from March to May 2024, utilizing a structured questionnaire specifically designed to assess nurse leaders’ readiness for AI integration and their perceptions of AI-driven predictive analytics The data were analyzed using IBM SPSS Statistics, version 26.0. …”
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Experimental Study on Chemiluminescence Properties of Ammonia-Methane Non-Premixed Laminar Flames by Haihang Su, Yuxuan Wu, Jinzhi Yan, Liqiao Jiang

“…Particularly, it was found that the intensity ratio of CH*/NH₂* was an ideal marker of initial <i>X_NH</i>₃ in present flames, given their sensitivity with <i>X_NH</i>₃ and relative ease of measurement with the cost-effective sensors designed for invisible wavelengths. Moreover, in the flame front, CH* was located in the oxidant side, while NH₂* was in the fuel side with a broader distribution zone. …”
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Assessment of Knowledge about Obstetric Danger Signs and Associated Factors among Pregnant Women in Debre Tabor Town, Northwest Ethiopia by Mestawut Mihret, Hailegebriel Wondimu

“…Indications on the prevalence of obstetric danger signs and risk factors were crucial in designing programs at different levels in reducing maternal morbidity and mortality. …”
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Police Culture and Change: The Case Of Compstat In Police Organizations by Yusuf Yuksel

“…The findings suggest designing differently the structure and setting of the Compstat meetings in a way to spur brain storming and promote a learning environment. …”
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Plant Species Composition and Community Perception Towards Landscaping Work Executed at Hawassa University-Main Campus, Ethiopia by Birhanu Kagnew, Firew Kebede

“…Especially students in higher educational institutions who spend much of their time focused on their studies need of clean, green and attractively well-designed landscape in their campus. So far data on plant species composition and perception of university towards landscape work is lacking. …”
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Numerical Studies of Particle-Gas Two-Phase Flowing through Microshock Tubes by Guang Zhang, Wei Wei Wang, Xiang Hui Su, Xiao Jun Li, Wen Hao Shen, Zhe Lin

“…The other two models are designed with a supersonic nozzle and a sonic nozzle at the exit of the driven section, respectively, to investigate particle-gas flows induced by different nozzles. …”
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A novel disc bend test specimen for realistic measuring of tensile strength in pavements under transverse cracking condition by M.R.M. Aliha, Hamid Reza Karimi, S.M.N. Ghoreishi

“…The tensile strength of asphaltic mixtures is an important parameter in designing the pavement materials and life assessment of the overlays. …”
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The USA and the energy transition of the 21st century: Measures to overcome dependence on China in critical minerals by N. А. Biryukova

“…The ultimate expression of such an approach is Energy Resource Governance Initiative which has been designed to foster high ecological and social standards in global extraction sector. …”
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