Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI by Tassilo Wald, Benjamin Hamm, Julius C. Holzschuh, Rami El Shafie, Andreas Kudak, Balint Kovacs, Irada Pflüger, Bastian von Nettelbladt, Constantin Ulrich, Michael Anton Baumgartner, Philipp Vollmuth, Jürgen Debus, Klaus H. Maier-Hein, Thomas Welzel

“…Relative to MPRAGE-NAQ, the MPRAGE-HAQ F1-score detection increased on all additional test datasets by 2.5–9.6 points (p < 0.016) and sensitivity improved on three datasets by 4.6–8.5 points (p < 0.001). …”
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Identification of m6A methyltransferase-related WTAP and ZC3H13 predicts immune infiltrates in glioblastoma by Liyun Gao, Jiaxin Gao, Jiayin He, Wenyan Fan, Xiangxin Che, Xin Wang, Tao Wang, Chunhua Han

“…Validation was performed using GEO and CGGA datasets. Our analysis revealed that cluster1 exhibited higher WTAP expression but lower ZC3H13 expression compared to cluster2. …”
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INTEGRATING NEURAL NETWORKS INTO SHEET METAL FORMING: A REVIEW OF RECENT ADVANCES AND APPLICATIONS by COSMIN - CONSTANTIN GRIGORAȘ, ȘTEFAN COȘA, VALENTIN ZICHIL

“…Incorporating neural networks into the process of sheet metal forming is the subject of this article's exhaustive examination of recent developments and applications. Exploring datasets from a variety of sheet metal forming processes, numerous machine learning models, including ensemble and single learning techniques are investigated. …”
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Credition and the neurobiology of belief: the brain function in believing by Hans-Ferdinand Angel, Rüdiger J. Seitz

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Combined analysis of 16S rRNA gene sequencing data reveals core vaginal bacteria across livestock species by Lucille C. Jonas, Lucille C. Jonas, Curtis R. Youngs, Stephan Schmitz-Esser, Stephan Schmitz-Esser

“…To address this variability, we conducted a combined analysis of publicly available 16S rRNA gene amplicon sequencing datasets to reveal the core vaginal microbiota in cattle, sheep, and pigs. …”
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A novel approach to skin disease segmentation using a visual selective state spatial model with integrated spatial constraints by Yu Bai, Hai Zhou, Hongjie Zhu, Shimin Wen, Binbin Hu, Haotian Li, Huazhang Wang, Daji Ergu, Fangyao Liu

“…The results showed that the accuracy of Mean Intersection Over Union, Classification Accuracy and Specificity indexes in ISIC2017 datasets reached 80.98, 96.50 and 98.04, respectively, exceeding the best indexes of other models by 0.83, 0.99 and 0.38, respectively. …”
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Clinical value of motor function of digestive system investigation: past, present and future by A. S. Trukhmanov, O. A. Storonova, V. T. Ivashkin

“…Nowadays investigation of motor function of the esophagus can by carries out both by open catheter method (water perfused manometry), and by the newest hi-tech method – high resolution manometry (HRM) and volume 3D manometry. …”
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Economic Impact of Postoperative Urinary Retention in the US Hospital Setting by Weijia Wang, Arielle Marks-Anglin, Vladimir Turzhitsky, Robert J. Mark, Aurelio Otero Rosales, Nathaniel W. Bailey, Yiling Jiang, Joseph Abueg, Ira S. Hofer, Toby N. Weingarten

“…Patients were divided into 2 groups: those experiencing POUR (composite of retention of urine, insertion of temporary indwelling bladder catheter, insertion of non-indwelling bladder catheter) during index hospitalization following surgery and those without POUR. …”
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Sequential recommendation based on contrast enhanced time-aware self-attention mechanism by YU Yang, WANG Ruiqin

“…Experimental studies conducted on six datasets of different fields and scales show that CTiSASRec outperforms state-of-the-art sequential recommendation models.…”
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Allele-specific methylation of SSTR4 associated with aging and cognitive functions in patients with schizophrenia. by Rongrong Zhao, Huihui Shi, Yanqiu Wang, Tao Jiang, Yahui Xu

“…In this study, we conducted an integration of publicly available datasets and identified allele-specific methylation patterns in SSTR4. …”
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Lay persons in catechesis. Experience and challenges in the case of Slovenia by Tadej Stegu

“…The new Slovenian Catechetical Plan opens the door to consider the various forms of catechesis already taking place in parish communities and to a lifelong model of catechesis that is not confined to the period of childhood and adolescence. …”
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Wading Birds of Northern Belize by Justin Dalaba, Venetia S. Briggs-Gonzalez, Jorge Eduardo Ruano, Frank J. Mazzotti

“… Belize is home to over 605 bird species, many of them wading birds popular with bird watchers who enjoy their bright colors and charismatic behavior. …”
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Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits by Jeffrey Okamoto, Xianyong Yin, Brady Ryan, Joshua Chiou, Francesca Luca, Roger Pique-Regi, Hae Kyung Im, Jean Morrison, Charles Burant, Eric B. Fauman, Markku Laakso, Michael Boehnke, Xiaoquan Wen

“…We apply Multi-INTACT to GWAS on 1408 metabolites, integrating the GTEx expression and UK Biobank protein QTL datasets. Multi-INTACT infers 52 to 109% more metabolite causal genes than protein-alone or expression-alone analyses and indicates both gene products are relevant for most gene nominations.…”
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Housing Price Forecasting Using AI (LSTM) by Hossein Ziyadi, Erfan Salavati, Mohammad Mahdi Lotfi Heravi

“…This diversity along with the unstructured, stochastic, and scattered datasets makes the implementation of the model so hard to do. …”
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Identification of HOXA9 methylation as an epigenetic biomarker predicting prognosis and guiding treatment choice in acute myeloid leukemia by Fei Xie, Ting-juan Zhang, Xin-long Zhang, Zi-jun Xu, Liang Qiao, Yun Wang, Yang-jing Zhao, Jun Qian, Jing-dong Zhou

“…Methods We systematically first screened the prognostic value of HOXA cluster genes methylation in AML from The Cancer Genome Atlas (TCGA) datasets. Afterwards, the candidate prognosis-related gene HOXA9 were selected for clinical relevance analysis and were further validated in another independent cohort from our research center. …”
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A multi-model feature fusion based transfer learning with heuristic search for copy-move video forgery detection by Hessa Alfraihi, Muhammad Swaileh A. Alzaidi, Hamed Alqahtani, Abdulbasit A. Darem, Ali M. Al-Sharafi, Ahmad A. Alzahrani, Menwa Alshammeri, Abdulwhab Alkharashi

“…A wide range of simulation analyses is performed under GRIP and VTD datasets. The performance validation of the ECMVFD-FTLTDO technique portrayed a superior accuracy value of 95.26% and 92.67% compared to existing approaches under GRIP and VTD datasets.…”
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Clinical Recommendations of the Northwest Society for Enteral and Parenteral Nutrition, Interregional Association for Emergency Surgery, Russian Gastroenterological Association, Un... by Yu. V. Averyanova, E. M. Batyrshin, A. E. Demko, G. E. Ivanova, V. T. Ivashkin, L. N. Kostyuchenko, A. V. Lapitsky, I. N. Leiderman, V. M. Luft, I. V. Maev, I. G. Nikitin, M. S. Novruzbekov, Е. A. Poluektova, A. L. Potapov, A. V. Sytov, A. S. Trukhmanov

“…The main referral indications for small bowel transplantation (SBT) are: fast-progressing cholestatic liver disease-complicated irreversible intestinal failure; thrombosis of two or more central venous conduits used for parenteral nutrition; recurrent catheter-associated bloodstream infection.Conclusion. …”
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FAIR Photos – Transforming a Collection of Two Million Historical Press Photos into Five Star Data by Leon van Wissen, Nico Vriend, Antoinet Nijssen, Lars Vereecken, Menno den Engelse

“…By linking photographs to external datasets such as Wikidata, and creating thesauri in the Simple Knowledge Organization System (SKOS) – interlinked with external thesauri such as the Art & Architecture Thesaurus (AAT) – the project significantly improved the collection’s accessibility for research and cultural heritage purposes. …”
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Basic assumptions, core connotations, and path methods of model modification—using confirmatory factor analysis as an example by Zhangbo Xiong, Huixian Xia, Jianjun Ni, Hongzhen Hu

“…Finally, any modifications to the model should undergo cross-validation to ensure its applicability to other sample datasets.…”
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Dual-channel attribute graph clustering beyond the homogeneity assumption by AN Junxiu, LIU Yuan, YANG Linwang

“…Compared to other methods, DCAGC demonstrates significant clustering performance when handling heterogeneous graph datasets and exhibits strong resilience to anomalous connections.…”
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