A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks by Chirag Jitendra Chandnani, Vedik Agarwal, Shlok Chetan Kulkarni, Aditya Aren, D. Geraldine Bessie Amali, Kathiravan Srinivasan

“…Multiple client models collaboratively train a global model while keeping the individual client’s data decentralized and private. …”
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Association between colorectal cancer and arthritis among Americans in 2005–2016 by Zhongbo Hou, Niping Qin, Yanlin He, Jiang Chen, Yibo Cao, Wei Xie, Tianbao Xiao

“…Abstract Background Colorectal cancer (CRC) ranks among the most prevalent cancers globally. Some studies have found that arthritis could reduce the risk of CRC through inflammatory immune mediation. …”
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Analysis of regional photovoltaic power generation suitability in China using multi-source data by Hongju Tong, Ziyu Lv, Junyi Jiang, Xingguo Gao, Ziqing Wang, Chaoshuai You, Kun Xu, Yuhang Wu, Xin Pan, Xin Pan

“…IntroductionSolar photovoltaic (PV) power generation, a crucial part of global renewable energy, has been advancing swiftly. …”
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Association of individual-based morphological brain network alterations with cognitive impairment in type 2 diabetes mellitus by Die Shen, Xuan Huang, Ziyu Diao, Jiahe Wang, Kun Wang, Weiye Lu, Shijun Qiu, Shijun Qiu

“…Subsequently, partial correlation analyses were performed to explore the relationship between clinical biochemical indices, neuropsychological test scores, and altered cortical morphology and network indices.ResultsBrain regions with reduced gray matter volume and cortical thickness in T2DM patients were mainly concentrated in the frontal lobe, temporal lobe, parietal lobe, anterior cingulate gyrus, insula, lingual gyrus, and cerebellar hemispheres. The global attributes of the Individual-based morphological brain network were significantly reduced (Cp, Eloc, σ), with an increase in the nodal efficiency of the hippocampus and the nodal local efficiency of the anterior cingulate gyrus, and the nodal local efficiency of the parahippocampal gyrus and transverse temporal gyrus were reduced. …”
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AI-assisted diagnosis of vulvovaginal candidiasis using cascaded neural networks by Zhongxiao Wang, Ruliang Wang, Haichun Guo, Qiannan Zhao, Huijun Ren, Jumin Niu, Ying Wang, Wei Wu, Bingbing Liang, Xin Yi, Xiaolei Zhang, Shiqi Xu, Xianling Dong, Liqun Wang, Qinping Liao

“…ABSTRACT Vulvovaginal candidiasis (VVC) is a prevalent fungal ailment affecting women globally. Timely and accurate diagnosis is crucial. …”
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Pharmacoeconomics and Utilisation of Antidiabetic Medications among Type 2 Diabetes Mellitus Patients: A Longitudinal Study by Bikash Chandra Das, P Ansuman Abhisek, Deepak Choudhury, Suvendu Kumar Panda, Jayanti Prava Behera, Supriya Pradhan, Trupti Rekha Swain, Sasmita Mallick

“…Introduction: Patients with Type 2 Diabetes Mellitus (T2DM) typically require long-term treatment with antidiabetic medications, resulting in a significant financial burden on both the individual and the global economy. Aim: To assess the patterns of drug utilisation and the economic aspects of antidiabetic medications in individuals with diabetes mellitus. …”
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Transition metal-based MOFs for Fenton-like photocatalytic degradation of organic pollutants: Performance, stability, and biocompatibility by S.M. Tikhanova, Yu.A. Tishchenko, E.Yu. Stovpiaga, M. Timofeeva, D.V. Lipin, S.A. Povarov, V.A. Milichko, A.S. Timin, S.A. Shipilovskikh, V.I. Popkov

“…The development of efficient materials for water treatment is crucial to addressing global environmental challenges. In this study, transition metal-based metal-organic frameworks (MeBDC MOFs; Me = Fe, Co, Ni; BDC = benzene dicarboxylic acid) were synthesized via a solvothermal method and considered as dual-function photocatalysts for adsorption and removal of organic pollutant. …”
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Quantitative accuracy of preclinical in ovo PET/MRI: influence of attenuation and quantification methods by Theresa Balber, Katarína Benčurová, Manuela Mayrhofer, Joachim Friske, Martin Haas, Claudia Kuntner, Thomas H. Helbich, Marcus Hacker, Markus Mitterhauser, Ivo Rausch

“…Accounting for all sources of attenuation allowed a proper quantification with global offsets of 2% from the true activity. Quantification based on % injected dose per cc (%ID/cc) was similar for the in ovo measurements, regardless of whether hardware parts were included in AC or not, when the injected activity was extracted from the PET images. …”
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O multiculturalismo e as divergências teóricas no debate multicultural by Willian Martini

“…There are many groups trying to maintain their values and practices within a global reality in which peoples’ actions and thoughts are homogenized. …”
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Prostate cancer incidence and mortality linked to metalworking fluid exposure: a systematic review and meta-analysis by Zahra Moradpour, Amin Barik, Goljamal Jorjani, Mohammad Reza Taherian, Sepideh Tousizadeh, Sepideh Tousizadeh, Aram Halimi, Aram Halimi, Yaser Soleimani, Mobina Karimian, Tina Khavari, Fateme Azizi Kalankari, Fatemeh Asadipour, Mojtaba Azari, Niloofar Yousefzadeh Shakouri, Saeideh Karamian, Nasser Bahari, Alireza Mosavi Jarrahi

“…BackgroundProstate cancer is the second most diagnosed cancer in men globally, with high prevalence in North America, Europe, and Australia. …”
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Exposure to triphenyl phosphate during pregnancy: The role of gut-bile acids-liver axis on lipid metabolism in male offspring by Juntong Lin, Fuhui Yan, Longhui Liu, Ganzhong Liao, Yilei Xu, Qian Liu, Miaoliang Wu, Honghui Guo, Bai Zhi, Lianxian Guo, Xiaoshan Liu

“…The widespread use of Triphenyl phosphate (TPhP) as a substitute flame retardant in various commercial products has raised global concerns for its health risks. Previously, we found that gestational and lactational TPhP exposure disturbed lipid metabolism and gut microbiota in offspring sex-dependently. …”
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Epidemiology of Soft Tissue Sarcoma in Iran: Four‐Year National Cancer Registry Data Report (2014–2017) by Mohammad Sajed Dehghan Banadaki, Vahid Rahmanian, Saeed Hosseini, Seyyed Mohammad Hossein Hosseini, Narjes Hazar

“…Conclusion The incidence of STS in Iran is lower than the global average. The discrepancies in gender disparities, regional distribution, and incidence rates underscore the complexity of STSs. …”
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Associations Between Patient-Reported Nutritional Status, Toxicity, and Survival in Limited-Stage SCLC by Evgenia Taranova, Marianne Aanerud, MD, PhD, Tarje O. Halvorsen, MD, PhD, Kristin T. Killingberg, MD, PhD, Marit Slaaen, MD, PhD, Bjørn H. Grønberg, MD, PhD

“…They reported nutritional status on the Patient-Generated Subjective Global Assessment Short Form (PG-SGA SF) and were categorized as having low (PG-SGA SF score 0–3), intermediate (score 4–8), or high (score ≥ 9) malnutrition risk. …”
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BananaImageBD: A comprehensive banana image dataset for classification of banana varieties and detection of ripeness stages in BangladeshMendeley Data by Md Hasanul Ferdaus, Rizvee Hassan Prito, Ahmed Abdal Shafi Rasel, Masud Ahmed, Md. Jahid Hassan Saykot, Shanjida Sultan Shanta, Sonali Akter, Ankan Chandra Das, Mohammad Manzurul Islam, Mahamudul Hasan, Md Sawkat Ali

“…Bananas are among the most widely consumed fruits globally due to their appealing flavor, high nutritional value, and ease of digestion. …”
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Multiview Multimodal Feature Fusion for Breast Cancer Classification Using Deep Learning by Sadam Hussain, Mansoor Ali Teevno, Usman Naseem, Daly Betzabeth Avendano Avalos, Servando Cardona-Huerta, Jose Gerardo Tamez-Pena

“…The increasing incidence and mortality of breast cancer pose significant global challenges for women. Deep learning (DL) has shown superior diagnostic performance in breast cancer classification compared to human experts. …”
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Parámetros de laboratorio clínico en pacientes con la COVID-19 by Naivy Sánchez Vera, Danay Saavedra Hernández, Carlos Jorge Hidalgo Mesa, Maykel Aguila López, Gladys Abreu Gutiérrez, Vivian Herrera González, Iliana Teresa Rodríguez García

“…Disminuyen los valores medios de hemoglobina, conteo global de los linfocitos, sobre todo en graves; aumenta el dímero D, creatinina, ALT, AST, ALP, GGT, y LD. …”
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Adult-plant resistance and a suitable method of reaction determination to scald and net form net blotch in malt barley genotypes at a hot spot location in Ethiopia by Girma Ababa, Tigist Shiferaw, Wami Hailu, Wondimu Fekadu, Sentayehu Alamerew

“…Abstract Scald and net form net blotch caused by fungal pathogens Rhynchosporium secalis and Pyrenophora teres f. teres, respectively, are significant foliar diseases affecting barley production on a global scale, and they lead to substantial reductions in both yield and quality. …”
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Red neuronal artificial para la predicción de mortalidad de pacientes con enfermedad renal crónica by Sergio Orlando Escalona González, Yailé Caballero Mota, Yanela Rodríguez Alvarez, Mirna León Acebo, Zoraida Caridad González Milán, Beatriz Ricardo Paez, Katiuska Danay Rodríguez Espinosa

“…Resultados: La red neuronal artificial presentó porcentajes globales de clasificación correcto de un 96,3 % en la muestra de entrenamiento y un 96,7 % en la muestra de validación. …”
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Dietary diversity and its associated factors among school children in conflict affected communities of southern Ethiopia by Tagese Yakob, Eskinder Israel, Begidu Yakob, Mekdes Meshesha, Endale Jambo, Tadewos Utalo, Awoke Abraham

“…BackgroundGlobally, more than 815 million estimated people worldwide suffer from malnutrition or are unable to access enough food due to malnutrition. …”
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Earliness and morphotypes of common wheat cultivars of Western and Eastern Siberia by S. E. Smolenskaya, V. M. Efimov, Y. V. Kruchinina, B. F. Nemtsev, G. Y. Chepurnov, E. S. Ovchinnikova, I. A. Belan, E. V. Zuev, Chenxi Zhou, V. V. Piskarev, N. P. Goncharov

“…The global and local climate changes determine the producing of highly-adaptive common (bread) wheat commercial cultivars of a new generation whose optimal earliness matches the climatic features of the territory where the cultivars are farmed. …”
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