DualCFGL: dual-channel fusion global and local features for sequential recommendation by Shuxu Chen, Yuanyuan Liu, Chao Che, Ziqi Wei, Zhaoqian Zhong

“…Abstract Sequential recommendation systems capture the dynamic interests of users and predict their future preferences. A noteworthy problem in sequential recommendation is coping with the intrinsic changes of user interests. …”
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Staging of esophageal cancer using PET/MRI: a systematic review with head-to-head comparison by Alisa Mohebbi, Saeed Mohammadzadeh, Zahra Moradi, Afshin Mohammadi, Hossein Poustchi, Seyed Mohammad Tavangar

“…For direct comparison with PET/CT, PET/MRI showed 0.7% and 5.6% less downstaging and upstaging for N staging and 2.5% and 4.0% for M staging. As for predicting resectability status, pre-ADCmean and post-ADCmean were promising, unlike other parameters (i.e., ΔADCmean, pre-SUVmax, post-SUVmax, and ΔSUVmax). …”
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Classification of tomato leaf disease using Transductive Long Short-Term Memory with an attention mechanism by Aarthi Chelladurai, D.P. Manoj Kumar, S. S. Askar, Mohamed Abouhawwash, Mohamed Abouhawwash

“…Transductive learning exploits the specific characteristics of the training instances to make accurate predictions. This can involve leveraging the relationships and patterns observed within the dataset. …”
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A novel approach for detecting Salmonella enterica strains frequently attributed to human illness—development and validation of the highly pathogenic Salmonella (HPS) multiplex PCR... by Dayna M. Harhay, Kerry D. Brader, Tatum S. Katz, Gregory P. Harhay, James L. Bono, Joseph M. Bosilevac, Tommy L. Wheeler

“…The utility of the resulting HPS assay for identifying SoC was examined in silico, using BLAST to determine the distribution of gene targets among closed Salmonella genome sequences in GenBank (n = 2,192 representing 148 serotypes) and by assaying 1,303 Salmonella (69 serotypes), isolated from FSIS regulatory samples.Results and discussionComparison of serotypes identified by the assay as HPS, with those identified as SoC, produced an Area Under the Curve (AUC) of 92.2% with a specificity of 96% and a positive predictive value of 97.4%, indicating the HPS assay has strong ability to identify SoC. …”
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Magnetic resonance imaging in primates. The example of the mouse lemur (Microcebus murinus): From detection of pathological aging to therapeutic evaluations by Nelly Joseph-Mathurin, Olene Dorieux, Audrey Kraska, Anne Bertrand, Mathieu Santin, Nadine El Tannir El Tayara, Marc Dhenain

“…Complementary models such as non-human primates are phylogenetically close to humans and thus more predictive of drug efficiency in humans. Mouse lemur (Microcebus murinus) is a small primate (about 12cm, 100g) described as a useful model of cerebral aging and as a potential model of AD. …”
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Evaluating land use ımpact on evapotranspiration in Yellow River Basin China through a novel GSEBAL model: a remote sensing perspective by Sheheryar Khan, Wang Huiliang, Umer Nauman, Muhammad Waseem Boota, Zening Wu

“…The study showed that the model effectively predicted daily and seasonal ET variations in different climates. …”
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Between likes and lows: Exploring how social networking, privacy, and loneliness shape college students’ satisfaction by Tarik N. MOHAMED, Rania A. MOURAD, Muhammad AZZEDIN

“…Furthermore, social networking use predicted higher emotional loneliness and lower life satisfaction, indicating that online interactions may fail to address deeper emotional needs. …”
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Multiple Morphological Constraints-Based Complex Gland Segmentation in Colorectal Cancer Pathology Image Analysis by Kun Zhang, JunHong Fu, Liang Hua, Peijian Zhang, Yeqin Shao, Sheng Xu, Huiyu Zhou, Li Chen, Jing Wang

“…In this project, we use deep learning to achieve stain separation by predicting the stain coefficient. Under the deep learning framework, we design a stain coefficient interval model to improve the stain generalization performance. …”
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Investigating factors influencing utilization of trauma-focused cognitive behavioral therapy among unaccompanied young refugees: an exploratory analysis by Barbara Kasparik, Madina Farani, Elisa Pfeiffer, Cedric Sachser, Rita Rosner

“…Binomial logistic regression was performed to identify factors predicting the likelihood of intention to seek MHC. …”
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Peer rejection and internet gaming disorder: the mediating role of relative deprivation and the moderating role of grit by Jingjing Li, Chang Wei, Jiachen Lu

“…The average age was 10.19 years (SD = 0.75) and the interval between measurements was 6 months.PROCESS for SPSS proposed by Hayes was used to test a moderated mediation model, with gender, age as covariates.ResultsT1 peer rejection positively predicted T3 Internet Gaming Disorder. Relative deprivation at T2 plays a complete mediating role between peer rejection at T1 and Internet gaming disorder at T3. …”
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Palovarotene Can Attenuate Heterotopic Ossification Induced by Tendon Stem Cells by Downregulating the Synergistic Effects of Smad and NF-κB Signaling Pathway following Stimulation... by Junchao Huang, Jialiang Lin, Congbin Li, Bo Tang, Haijun Xiao

“…The expressions of Smad5, Id1, P65, and other proteins may predict HO formation.…”
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Evaluating factors that impact scoring an open response situational judgment test: a mixed methods approach by Muhammad Zafar Iqbal, Rodica Ivan, Colleen Robb, Jillian Derby

“…Additionally, SJT research typically focuses on reliability and predictive validity, whereas the construct validity of open response SJTs remains underexplored. …”
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Durable resistance or efficient disease control? Adult Plant Resistance (APR) at the heart of the dilemma by Rimbaud, Loup, Papaïx, Julien, Rey, Jean-François, Moury, Benoît, Barrett, Luke G., Thrall, Peter H.

“…However, by allowing some ‘leaky’ levels of disease, APR genes are predicted to be more durable than major genes because they exert a weaker selection pressure on pathogens towards adaptation to resistance. …”
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The impact of using divergent thinking strategies on reading comprehension by A. Al Masri, T. Krishan, F. Al Talahin, S. Almassarweh

“…These strategies stimulate the minds of sixth graders to think of new stimuli such as finding a solution to a specific problem, or making a specific judgment, or predicting future events, which produces new and innovative solutions and achieves a deeper understanding of the target reading text.The present research aims to investigate the impact of divergent thinking strategies in developing reading comprehension skills among sixth-grade students in the English language.Methodology and research methods. …”
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Ultrasound Biomicroscopy Observation of Suspicious Primary Angle Closure Combined with the Relaxation of Zonule by Jingjing Ma, Nan Jiang, Zhongtai Jiang, Jing Lin, Cui Li, Guiqiu Zhao

“…Accurate measurement of UBM can be used to predict whether patients with PACS are combined with zonular relaxation, so as to provide a clinical imaging evidence for the diagnosis.…”
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Inflammatory lipid biomarkers and transplant-free mortality risk in hepatitis B-related cirrhosis and hepatic encephalopathy by Ke Shi, Xiaojing Wang, Zhang Yi, Yanqiu Li, Ying Feng, Xianbo Wang

“…We aimed to assess the predictive ability of these parameters in patients with hepatitis B virus-related cirrhosis and overt hepatic encephalopathy (HBV-related OHE).DesignWe conducted an analysis of 1,404 participants diagnosed with HBV-related OHE between January 2008 and July 2023. …”
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Analysis of mortality factors in ICU patients with sepsis and septic shock: a retrospective study by Mohammed Mostafa, Lamiaa Hamed, Sherif Mokhtar, Moamen Arafa

“…Conclusion This study highlights the critical role of APACHE II scores and cardiovascular dysfunction in predicting mortality among ICU patients with sepsis and septic shock. …”
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Computational design of potent dimeric phenylthiazole NS5A inhibitors for hepatitis C virus by Wissal Liman, Mehdi Oubahmane, Nouhaila Ait Lahcen, Ismail Hdoufane, Driss Cherqaoui, Rachid Daoud, Achraf El Allali

“…Moreover, molecular docking was used to predict the binding affinity of the newly designed inhibitors within the NS5A protein, followed by molecular dynamics simulations to investigate the dynamic interactions over time. …”
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Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations by Deere, Jacques A., Smallegange, Isabel M.

“…Here, we tested, in a long-term population experiment using the male polyphenic bulb mite (Rhizoglyphus robini), if the selective harvesting of juveniles of different developmental stages concurrently alters population size (ecological response) and male adult phenotype expression (evolutionary response) in line with eco-evolutionary predictions that assume the male polyphenism is anticipatory or mitigating. …”
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Identification of cuproptosis and ferroptosis-related subtypes and development of a prognostic signature in colon cancer. by Yinghao He, Fuqiang Liu, Qingshu Li, Zheng Jiang

“…To enhance its clinical utility, we evaluated the clinical significance of the model and constructed a nomogram, significantly improving the predictive ability of the model and providing a new tool for prognostic assessment of colon cancer patients. …”
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