A Lightweight Dual-Output Vision Transformer for Enhanced Lung Nodule Classification Using CT Images by Menna Allah Mahmoud PhD, Yanhua Wen MD, Yuling Liufu MD, Xiaohuan Pan MD, Ruihua Su MD, Yubao Guan MD

“…Methods The study utilized datasets from three sources: Institution 1 (936 images), Institution 2 (280 images), and a public Zenodo dataset (308 images), comprising adenocarcinoma, squamous cell carcinoma, and benign lesions. …”
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A Distributed Low-Degree-of-Freedom Aerial Target Localization Method Based on Hybrid Measurements by Xiaoshuang Jiao, Jinming Chen, Lifeng Jiang, Weiping Li, Xiaochao Yang, Weiwei Wang, Jun Zhang

“…Then, frequency difference of arrival (FDOA) measurements are utilized to enhance the accuracy of parameter estimation. …”
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THE MOBILE SMART WATER SUPPLY INFRASTRUCTURE POWERED BY RENEWABLE ENERGY IN ERRABU VILLAGE, SUMENEP, MADURA, INDONESIA by Ach. Desmantri Rahmanto, Hopid Hopid, Cholilul Chayati, Muhammad Ikhsan Setiawan, Made Kamisutara, Adi Prawito

“…Mobile and Smart Concept, allows flexibility in water distribution, enabling access to hard-to-reach areas. Utilizes sensors and IoT devices to monitor and manage water usage efficiently. …”
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Asymmetric cyanoesterification of vinylarenes by electrochemical copper catalysis by Kehan Zhou, Niankai Fu

“…Abstract The heterodifunctionalization of alkenes is an efficient and straightforward method for the preparation of highly functionalized molecules. …”
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Biomass conversion for sustainable hydrogen generation: A comprehensive review by Sherif Ishola Mustapha, Ifeanyi Michael Smarte Anekwe, Stephen Okiemute Akpasi, Kabiru Bab Muritala, Emmanuel Kweinor Tetteh, Atuman Samaila Joel, Yusuf Makarfi Isa

“…Various techniques are currently employed to efficiently and cost-effectively convert biomass into hydrogen. …”
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Fuzzy Neural Technique Based Dynamic Voltage Restorer for Power Quality Enhancement Under Different Voltage Variations by Abdul-Jabbar Fathel Ali, Wael Hussein Zayer, Samhar Saeed Shukir

“…In a power system voltage distortion introduced by harmonics and voltage sags are the most severe affecting power quality, because of both consumers and utilities are affected by these disturbances. Different methods to enhance the power quality but the custom power device is the most effective and efficient method. …”
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Electrolytic Recovery of Indium from Copper Indium Gallium Selenide Photovoltaic Panels: Preliminary Investigation of Process Parameters by Monika Gajec, Anna Król, Jadwiga Holewa-Rataj, Ewa Kukulska-Zając, Tomasz Kuchta

“…The European Green Deal emphasizes the development of renewable energy sources to combat climate change. However, as photovoltaic expansion accelerates, so does the potential for increased waste, necessitating effective material recycling strategies. …”
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Utilisation of tools to facilitate cross-border communication during international food safety events, 1995–2019: a realist synthesis protocol by Carmen Joseph Savelli, Céu Mateus

“…Introduction Efficient communication and coordination between countries is needed for prevention, detection and response to international food safety events. …”
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Realizing the promise of machine learning in precision oncology: expert perspectives on opportunities and challenges by Vasileios Nittas, Kelly E. Ormond, Effy Vayena, Alessandro Blasimme

“…Our participants emphasized obstacles related to molecular data access, clinical utility, and guidelines. The availability of reliable and well-curated data to train and validate machine learning algorithms and integrate multiple data sources were described as constraints yet necessary for future clinical implementation. …”
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Probabilistic Forecasting of Energy Consumption using Bayesian Dynamic Linear Models by Hartika Aulia, Syaharuddin Syaharuddin, Vera Mandailina, Hamenyimana Emanuel Gervas, Hameed Ashraf

“…The research method employed is Systematic Literature Review (SLR), utilizing literature sources indexed in Scopus, DOAJ, and Google Scholar, with publication dates ranging from 2014 to 2024. …”
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Studies of three dimensional stagged-grid finite difference for Z-axis tipper electromagnetic numerical simulation by Yu Wang, Junhao Qu, Tingting Chen, Shaohui Zhou, Yajun Li

“…ZTEM (Z-Axis Tipper Electromagnetic System) is a frequency-domain airborne electromagnetic exploration method that utilizes natural field sources. This method is highly efficient and capable of probing great depths, making it widely applicable in the exploration of polymetallic mineral deposits. …”
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Optimizing zinc concentration in spray -deposited zinc oxide (ZnO) thin films for enhanced properties and application in Cu2ZnSnS4/ZnO heterojunction device by Oluyemi F.O., Ogunmola E.D., Ajayi A.A.

“…This research contributes to the ongoing efforts in transitioning towards sustainable energy sources by providing insights into the fabrication of efficient and cost-effective thin film heterojunction devices. © 2024…”
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Assessment of Wave Energy in the South China Sea Based on GIS Technology by Gang Lin, Long Tan Shao, Chong Wei Zheng, Xiao Bin Chen, Li Feng Zeng, Zhi Hong Liu, Rong Bo Li, Wei Lai Shi

“…The results should provide accurate, efficient references for wave energy researchers and decision-makers. …”
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Solar‐Powered Hierarchical Microenvironments with Authigenic Multi‐Field Synergies for Simultaneous Extraction of Freshwater and Cesium by Liuyan Zhu, Lin Zhu, Ting Shi, Ke Zhao, Wenwen He, Lu Han, Zeying Jin, Jialin Kang, Shanfu Sun, Ningning Cao, Zhen Yu

“…Abstract The escalating global resource and environmental crisis has intensified the urgent demand for efficiently extracting freshwater and critical metals from contaminated water sources, particularly nuclear‐contaminated seawater. …”
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Integration of multimodal imaging data with machine learning for improved diagnosis and prognosis in neuroimaging by Saurabh Bhattacharya, Sashikanta Prusty, Sanjay P. Pande, Monali Gulhane, Santosh H. Lavate, Nitin Rakesh, Saravanan Veerasamy

“…This work introduces a novel hybrid deep learning method combining CNN, GRU, and a Dynamic Cross-Modality Attention Module to help more efficiently blend spatial and temporal brain data. Through working around issues with current multimodal fusion techniques, our approach increases the accuracy and readability of diagnoses.MethodsUtilizing CNNs and models of temporal dynamics from fMRI connection measures utilizing GRUs, the proposed approach extracts spatial characteristics from sMRI. …”
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Smart forecasting: Enhancing virtual power plant performance with analytical frameworks by Maja Celeska Krstevska, Petar Krstevski, Mare Srbinovska, Vesna Andova, Aleksandra Krkoleva Mateska

“…These forecasts can be utilized to optimize energy scheduling, demand response, and improve the grid integration of renewable energy sources, ultimately leading to more efficient and sustainable energy systems.…”
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EnGCI: enhancing GPCR-compound interaction prediction via large molecular models and KAN network by Weihao Liu, Xiaoli Li, Bo Hang, Pu Wang

“…Each module leverages different sources of multimodal information, and their fusion enhances the overall accuracy of GPCR-compound interaction (GCI) prediction. …”
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Microbial biomass conversion for hydrogen production: A review by Muhamad Reda Galih Pangestu, Shaikh Abdur Razzak, Shihab Uddin

“…The escalating demand for clean and sustainable energy sources has propelled hydrogen to the forefront of alternative fuel research. …”
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The use of low-density EEG for the classification of PPA and MCI by Panteleimon Chriskos, Panteleimon Chriskos, Kyriaki Neophytou, Christos A. Frantzidis, Christos A. Frantzidis, Jessica Gallegos, Alexandros Afthinos, Chiadi U. Onyike, Argye Hillis, Panagiotis D. Bamidis, Kyrana Tsapkini, Kyrana Tsapkini

“…Given the need for low-cost and time-efficient classification, we used low-density electroencephalography (EEG) recordings to automatically classify PPA, MCI and healthy control (HC) individuals. …”
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Acceptability of the e-learning module in seamanship 2A (trim, stability, and stress) by Clarence Kay S. Gabasa, Carlos D. Victoriano III

“…According to students, the strengths of the e-learning module in Seamanship 2A were: accessible, convenient, easy to understand, informative, relevant, sufficient content, user-friendly, several varied sources available, self-paced, well-organized, efficient, and systematic. …”
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