Improving Generalization of ML-Based IDS With Lifecycle-Based Dataset, Auto-Learning Features, and Deep Learning by Didik Sudyana, Ying-Dar Lin, Miel Verkerken, Ren-Hung Hwang, Yuan-Cheng Lai, Laurens D'Hooge, Tim Wauters, Bruno Volckaert, Filip De Turck

“…While many studies focused on improving accuracy of ML-based IDS, true effectiveness lies in robust generalization: the ability to classify unseen data accurately. Many existing models train and test on the same dataset, failing to represent the real unseen scenarios. …”
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Open real-time, non-invasive fish detection and size estimation utilizing binocular camera system in a Portuguese river affected by hydropeaking by Jürgen Soom, Isabel Boavida, Renan Leite, Maria João Costa, Gert Toming, Mairo Leier, Jeffrey A. Tuhtan

“…The system was deployed and tested over one week in two Portuguese rivers affected by hydropeaking. …”
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Anti-cancer activity of сuraxin CBL0137 on the models of acute leukemia in vitro by T. I. Fetisov, K. I. Kirsanov, A. A. Borunova, M. N. Zatsepina, E. A. Lesovaya, T. N. Zabotina, G. A. Belitsky, M. G. Yakubovskaya

“…Curaxin CBL0137 is a novel non-genotoxic compound with anti-cancer activity based on CBL0137 ability of non-covalent interaction with DNA causing histone chaperone FACT relocation. …”
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Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details by Haoyu Lan, Bino A. Varghese, Nasim Sheikh-Bahaei, Farshid Sepehrband, Arthur W Toga, Jeiran Choupan

“…In multi-center neuroimaging studies, the technical variability caused by the batch differences could hinder the ability to aggregate data across sites, and negatively impact the reliability of study-level results. …”
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Patients with severe odontogenic infections receive insufficient dental treatment before hospitalization – a retrospective cross-sectional study by Rasmus Søndenbroe, Merete Markvart, Isabel Diaz-Pines Cort, Blaine Gabriel Fritz, Claus Henrik Nielsen, Thomas Bjarnsholt, Sanne Werner Møller Andersen, Simon Storgård Jensen

“…The MCA model showed little to no ability to generate an in-depth characterization of the group of patients. …”
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Designing Al-Based complex confused metallic glasses via chemically complex alloying and crystallization confusion by Wan Kim, Ji Young Kim, Min Kyung Kwak, Eun Soo Park

“…These effects overcome inherent limitations in the supercooled liquid region (ΔTx) and glass forming ability (GFA) observed in Al-Ni-RE MGs with a single RE. …”
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Municipal secondary-treated effluent data seem to be a suitable source of information for human viral trends by Elsa T. Rodrigues, Joana M. Oliveira, Anália Carmo, Miguel A. Pardal, Ana M. Matos

“…From the 11 raw influent and 52 secondary-treated effluent samples tested, JC Virus data present an occurrence frequency of 100 %, showing two different abundance patterns along the year, before and after the appearance of SARS-CoV-2. …”
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Use the PLS Micro-Squares Method for Measuring the Teaching Competence of Professors of Physical and Sports Education by Abderahmane BENGUENAB, Hadj SAYAD, Rachid RAZALI, Ahmed ATALLAH

“…The lowest value was also recorded on the professional development axis at 11% that can be judged to have an acceptable predictive ability. By calculating the effect size 2R and through the test results, we notice that all variables have values of “f2” that exceed 0.35≤ Es, the effect size is large in all variables. …”
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Type 2 diabetes and metabolic syndrome: identification of the molecular mechanisms, key signaling pathways and transcription factors aimed to reveal new therapeutical targets by Ivan I. Dedov, Vsevolod A. Tkachuk, Nikolai B. Gusev, Vladimir P. Shirinsky, Aleksandr V. Vorotnikov, Tatiana N. Kochegura, Aleksander Y. Mayorov, Marina V. Shestakova

“…Insulin resistance (IR) is the first link of T2DM pathogenesis and results in decrease of ability of insulin to stimulate glucose uptake by target cells. …”
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High molecular weight hyaluronic acid reduces the growth and biofilm formation of the oral pathogen Porphyromonas gingivalis by Meshal S. Alharbi, Fahad A. Alshehri, Ahmed S. Alobaidi, Raed Alrowis, Nouf Alshibani, Abdurahman A. Niazy

“…Materials and methods: In each material, the minimum inhibitory concentration (MIC), 50% MIC, 25% MIC, and 12.5% MIC were tested. The growth of P. gingivalis was evaluated by absorbance spectrophotometry after 48 h. …”
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Synergistic Antiviral Activity of Xanthan Gum and Camostat Against Influenza Virus Infection by Kyeunghwa Chun, Yujeong Na, Byeongyong Kim, Dongjin Lee, Jongseo Choi, Gwanyoung Kim, Sokho Kim, Min-Soo Kim

“…Additionally, we conducted in vitro combination treatment experiments to evaluate the antiviral ability of XG in conjunction with camostat, a previously known TMPRSS2 inhibitor. …”
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Synthesis of Diazepam-Imprinted Polymers with Two Functional Monomers in Chloroform Using a Bulk Polymerization Method by Aliya Nur Hasanah, Dang Soni, Rimadani Pratiwi, Driyanti Rahayu, Sandra Megantara, Mutakin

“…The optimization results were then used to extract diazepam from the serum sample. The test results showed that the adsorption ability of the molecularly imprinted polymer (MIP) with the functional monomer, methyl methacrylate, was 63.98 ± 0.1%, which is higher than that of the acrylamide MIP monomer, with a value of 43.27 ± 0.1%. …”
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Real-time detection and identification of fish skin health in the underwater environment based on improved YOLOv10 model by Duanrui Wang, Meng Wu, Xingyue Zhu, Qiwei Qin, Shaowen Wang, Haibin Ye, Kaiyuan Guo, Chi Wu, Yi Shi

“…To address this gap, we introduce, for the first time, a novel dataset for Miichthys miiuy and train, validate, and test the model on this dataset. DCW-YOLO substitutes the CIoU loss function in YOLOv10 with the NWD loss function, thereby improving the model’s ability to detect densely packed targets. …”
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THE ROLE OF EPITHELIAL-TO-MESENCHYMAL TRANSITION AND AUTOPHAGY IN ANTITUMORAL RESPONSE OF MELANOMA CELL LINES TO TARGET INHIBITION OF MEK AND mTOR KINASES by A. S. Lozhkomoev, O. V. Bakina, A. N. Fomenko, A. V. Avgustinovich, S. G. Afanasyev, A. Yu. Dobrodeev, L. V. Spirina, A. S. Tarasova, U. B. Urmonov

“…The antiproliferative effect of binimetinib and/or rapamycin was studied by the MTT -test. 3D spheroids were formed using RGD peptides. …”
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Genomic dataset of multidrug-resistant Klebsiella quasipneumoniae from Indonesia by Nastiti Intan Permata Sari, Putu Yuliandari, Ajeng Kusumaningtyas Pramono, Dwi Tyastuti, Abdul Hadi Furqoni, Fitriana Fitriana, Sunarno Sunarno, Dewi Setyowati, Ni Luh Putu Indi Dharmayanti

“…Due to identical biochemical test results, Klebsiella quasipneumoniae, a member of the Klebsiella pneumoniae complex, is often misidentified as Klebsiella pneumoniae. …”
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Improving the efficacy of potato clonal micropropagation by inoculation with the rhizosphere bacteria <i>Azospirillum baldaniorum</i> Sp245 and <i>Ochrobactrum cytisi</i> IPA7.2 by K. Yu. Kargapolova, O. V. Tkachenko, G. I. Burygin, N. V. Evseeva, A. A. Shirokov, L. Yu. Matora, S. Yu. Shchyogolev

“…Inoculation with the tested strains can be used to promote the growth of microplants and increase the yield of minitubers in potato seed breeding for the production of healthy planting material.…”
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Bioinformatic screen with clinical validation for the identification of novel stool based mRNA biomarkers for the detection of colorectal lesions including advanced adenoma by Houcong Liu, Loren Hansen, Changpu Song, Haijiu Lin, Dan Chen, Zhufang Chen, Hekai Zhou, Xiao Yang, Wenying Pan, Jihui Du

“…The top 20 genes as ranked in the bioinformatic analysis of tumor and normal colon tissue gene expression were then tested on 114 clinical stool samples (CRC N = 33, AA N = 28, Controls N = 53). …”
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Thermal Conductivity of Sustainable Earthen Materials Stabilized by Natural and Bio-Based Polymers: An Experimental and Statistical Analysis by Rizwan Shoukat, Marta Cappai, Giorgio Pia, Tadeusz Kubaszek, Roberto Ricciu, Łukasz Kolek, Luca Pilia

“…The natural and sustainable ability of earthen building materials makes them highly valuable. …”
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Rheological Behavior, Textural Properties, and Antioxidant Activity of <i>Porphyra yezoensis</i> Polysaccharide by Chenyang Ji, Xiaoshan Long, Jingjie Wang, Bo Qi, Yang Cao, Xiao Hu

“…Furthermore, PYPS possessed significant scavenging ability against DPPH, ABTS, and HO• radicals, demonstrating its potential application as a natural antioxidant in functional foods.…”
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Glutathione reductase plays a role in the metabolism of methylmercury degradation in Rhodotorula mucilaginosa by Yi Guo, Wenlong Deng, Qigui Mo, You Yu, Zhenwang Zhang, Mingjie Wei, Ruiling Tang, Surui Lu, Yanting Su

“…The ability of Rhodotorula mucilaginosa to resist and degrade methylmercury offers a new avenue for bioremediation efforts. …”
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