Improving Sleep Disorder Diagnosis Through Optimized Machine Learning Approaches by Md. Atiqur Rahman, Israt Jahan, Maheen Islam, Taskeed Jabid, Md Sawkat Ali, Mohammad Rifat Ahmmad Rashid, Mohammad Manzurul Islam, Md. Hasanul Ferdaus, Md Mostofa Kamal Rasel, Mahmuda Rawnak Jahan, Shayla Sharmin, Tanzina Afroz Rimi, Atia Sanjida Talukder, Md. Mafiul Hasan Matin, M. Ameer Ali

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Addressing unfamiliar ship type recognition in real-scenario vessel monitoring: a multi-angle metric networks framework by Jiahua Sun, Jiawen Li, Jiawen Li, Jiawen Li, Jiawen Li, Ronghui Li, Ronghui Li, Ronghui Li, Langtao Wu, Liang Cao, Liang Cao, Liang Cao, Liang Cao, Molin Sun, Molin Sun, Molin Sun

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MO-GCN: A multi-omics graph convolutional network for discriminative analysis of schizophrenia by Haiyuan Wang, Runlin Peng, Yuanyuan Huang, Liqin Liang, Wei Wang, Baoyuan Zhu, Chenyang Gao, Minxin Guo, Jing Zhou, Hehua Li, Xiaobo Li, Yuping Ning, Fengchun Wu, Kai Wu

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Does the AO/OTA fracture classification dictate the anesthesia modality for the surgical management of unstable distal radius fractures? A retrospective cohort study in 127 patient... by Sascha Halvachizadeh, Merav Dreifuss, Thomas Rauer, Anne Kaiser, Dirk Ubmann, Hans-Christoph Pape, Florin Allemann

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The development of a food-group, tree classification method and its use in exploring dietary associations with metabolic dysfunction-associated Steatotic liver disease (MASLD) and... by Amina A. Alawadi, Amrita Vijay, Jane I. Grove, Moira A. Taylor, Guruprasad P. Aithal

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Risk of infection and conversion time from external to definitive fixation in open tibial fracture by Wazzan S. Aljuhani, Yasir A. Alshabi, Abdullah M. Alanazi, Meshal A. Alothri, Saleh A. Almutairi, Ziad A. Aljaafri, Abdullah M. Alzahrani

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Cartographier par télédétection l’occupation du sol et ses changements by Ibrahima Diédhiou, Catherine Mering, Oumar Sy, Tidiane Sané

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Scholarships Determination to Talented Students Based on Academic Characteristics with Deep Learning Approach and Particle Swarm Optimization Algorithm by Dorota Mozyrska, Ewa Pawluszewicz

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Alzheimer’s disease diagnosis by 3D-SEConvNeXt by Zhongyi Hu, Yuhang Wang, Lei Xiao

“…Our proposed model integrates ConvNeXt with three-dimensional (3D) convolution and incorporates a 3D Squeeze-and-Excitation (3D-SE) attention mechanism to enhance early classification of AD. The experimental data is sourced from the publicly accessible Alzheimer’s disease Neuroimaging Initiative (ADNI) database, with raw Magnetic Resonance Imaging (MRI) data preprocessed using SPM12 software. …”
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A topic modeling approach for analyzing and categorizing electronic healthcare documents in Afaan Oromo without label information by Etana Fikadu Dinsa, Mrinal Das, Teklu Urgessa Abebe

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Cash transfer, maternal and child health outcomes: a scoping review in sub-Saharan Africa by Emery L. Ngamasana, Jessamyn Moxie

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Study on Chinese spam filtering system based on Bayes algorithm by Haoran LIU, Pan DING, Changjiang GUO, Jinfeng CHANG, Jingchuang CUI

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Multi-label feature selection based on dynamic graph Laplacian by Yonghao LI, Liang HU, Ping ZHANG, Wanfu GAO

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A dataset of annotated African plum images from Cameroon for AI-based quality assessmentKaggle by Arnaud Nguembang Fadja, Armel Gabin Fameni Tagni, Sain Rigobert Che, Marcellin Atemkeng

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Using Machine Learning to Diagnose Autism Based on Eye Tracking Technology by Ameera S. Jaradat, Mohammad Wedyan, Saja Alomari, Malek Mahmoud Barhoush

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Gradient method for designing cascaded DOEs and its application in the problem of classifying handwritten digits by D.V. Soshnikov, L.L. Doskolovich, E.V. Byzov

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Similarities and Differences between Composite Belts of the IX–XI Centuries in the Vetluga–Vyatka Interfluve and the Perm Cis-Urals by Natalya B. Krylasova

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Combined Oriented Data Augmentation Method for Brain MRI Images by Ahmeed Suliman Farhan, Muhammad Khalid, Umar Manzoor

“…The proposed approach was evaluated by training and testing the PRCnet model on four publicly available datasets before and after applying the proposed method to the datasets. Where the classification accuracy without data augmentation was 85.19% for dataset A, 90.12% for dataset B, 94.77% for dataset C, and 90% for dataset D respectively. …”
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Optimization of the Mathematical Model of Cyclone Separation Performance Based on Response Surface Analysis by Longfei CONG, Shengyu WANG, Jiajing LUO, Changchun ZHOU

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Associations between degree of food processing and all-cause and cause-specific mortality: a multicentre prospective cohort analysis in 9 European countriesResearch in context by Esther M. González-Gil, Michèle Matta, Fernanda Morales Berstein, Manon Cairat, Geneviève Nicolas, Jessica Blanco, Nathalie Kliemann, Renata Bertazzi Levy, Fernanda Rauber, Inarie Jacobs, Aline Al Nahas, Emine Koc Cakmak, Eszter P. Vamos, Kiara Chang, Sahar G. Yammine, Christopher Millett, Mathilde Touvier, Maria Gabriela Matias Pinho, Konstantinos K. Tsilidis, Alicia K. Heath, Christina M. Lill, Valeria Pala, Conchi Moreno-Iribas, Maria Santucci De Magistris, Christina C. Dahm, Niels Bock, Anja Olsen, Anne Tjønneland, Yvonne T. van der Schouw, Pilar Amiano, Franziska Jannasch, Matthias B. Schulze, Francesca Romana Mancini, Chloé Marques, Claire Cadeau, Catalina Bonet, Daniel Redondo-Sánchez, Kristin Benjaminsen Borch, Magritt Brustad, Guri Skeie, Jesús Humberto-Gómez, Alessandra Macciotta, Pietro Ferrari, Laure Dossus, Marc J. Gunter, Inge Huybrechts

“…This multi-centre study investigated associations between food intake by degree of processing, using the Nova classification, and all-cause and cause-specific mortality. …”
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