Analyzing customer churn behavior using datamining approach: hybrid support vector machine and logistic regression in retail chain by Mohammad Barzegar, Aliakbar Hasani

“…For this purpose, the organization must have an efficient system to detect and analyze the factors influencing customer churn. …”
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Putative function and prognostic molecular marker of mast cells in colorectal cancer by Jiani Guo, Jie Chen, Yiting Wang, Xiaoming Bai, Haimei Feng, Siqi Sheng, Hongyu Wang, Ke Xu, Mengxi Huang, Zengjie Lei, Xiaoyuan Chu

“…Least absolute shrinkage and selection operator (LASSO) regression analysis and Cox regression analysis of mast cell markers were performed in the TCGA-COAD cohort to construct a prognostic classification model. qRT-PCR was performed to detect the mRNA expression of the molecules in the classification model in P815 and MC-9 cells. …”
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A first large study of whole-exome sequencing (WES) in 489 patients with suspected rare genetic disorders at a tertiary centre in Malaysia by Lip Hen Moey, Go Hun Seo, Boon Eu Cheah, Wee Teik Keng, Hane Lee, Gaik Siew Ch’ng

“…Patient demographic information, clinical features, genetic test results were collected from the case notes for analysis. …”
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Application of artificial intelligence in ophthalmology for solving the problem of semantic segmentation of fundus images by N.S. Demin, N.Y. Ilyasova, R.A. Paringer, D.V. Kirsh

“…The classic approach to semantic segmentation on the basis of textural features is compared to the proposed approach based on neural networks. …”
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Tumor-Infiltrating Immune Cells and PD-L1 as Prognostic Biomarkers in Primary Esophageal Small Cell Carcinoma by Xiao Wu, Xiurong Ke, Yangpeng Ni, Liping Kuang, Fan Zhang, Yusheng Lin, Wan Lin, Xiao Xiong, Haihua Huang, Xianjie Lin, Hao Zhang

“…We found that PD-L1 expression was detected in 33.33% (27/81) of all the patients, mostly exhibiting a stroma-only pattern and that it was positively associated with tumor-infiltrating immune cells (CD4+, CD8+, and CD163+). …”
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An Unusual Clinical Presentation of Solitary Fibrous Tumor in the Oral Cavity by Everton Freitas de Morais, Deborah Gondim Lambert Moreira, Viviane Alves De Oliveira, Rodrigo Rodrigues Rodrigues, Adriano Rocha Germano, Roseana de Almeida Freitas

“…During this exam, a nodular image of low echogenicity measuring about 2.7 × 1.8 cm was detected. An excisional biopsy was performed and histopathological analysis revealed a well-defined tumor-like lesion with alternation between hypercellular areas without a defined pattern and hypocellular areas. …”
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GBA genotype-Parkinson’s phenotype correlation in a cohort of 252 Italian patients from the Tuscany region by Rodolfo Tonin, Silvia Ramat, Marina Rinaldi, Silvia Falliano, Federica Feo, Francesca Cardona, Camilla Matassini, Guido Mannaioni, Giulia Grigioni, Luca Caremani, Alessandra Govoni, Maria Luisa Della Bona, Giancarlo la Marca, Renzo Guerrini, Amelia Morrone

“…To assess the frequency of GBA1 variants related to PD in a cohort of Tuscany patients and to determine the link between GBA1 variants and motor and non-motor clinical features in PD. Methods: We screened GCase enzyme activity on Dried Blood Spot using tandem mass spectrometry (LC-MS/MS) and performed sequencing analysis on entire cohort of PD patients by Next Generation Sequencing (NGS) technology. …”
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Monitoring Construction Workers’ Mental Workload Due to Heat Exposure Using Heart Rate Variability and Eye Movement: A Study on Pipe Workers by Shiyi He, Dongsheng Qi, Enkai Guo, Liyun Wang, Yewei Ouyang, Lan Zheng

“…Their HRV and eye movement features were recorded as the inputs of training models classifying mental workload between the two thermal conditions, using supervised machine learning algorithms, including Support Vector Machines (SVM), KNearest Neighbor (KNN), Linear Discriminant Analysis (LDA), and Random Forest (RF). …”
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First available biosimilar monoclonal antibodies by Zh. I. Avdeeva, A. A. Soldatov, N. A. Alpatova, V. P. Bondarev, Yu. V. Olefir, V. A. Merkulov, V. D. Mosyagin, N. V. Medunitsyn

“…The review provides with the analysis of the results of comparative studies to assess the clinical relevance of the differences detected at the stage of quality assessment. …”
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Ulcerative colitis combined with isolated superficially serrated adenoma: a Case Report by Hua Gao, Jinshan Nie, Lipin Zhang, Chen Gong

“…During a routine follow-up colonoscopy, a superficial elevated lesion with a whitish surface was detected in the rectum, 10 cm from the anal verge. …”
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Forensic economic examination in the investigation of corruption crimes by L. A. Parfentii

“…The list of basic documents, thorough examination of which by a forensic expert is the basis for detecting corruption, has been systematized. The features of forensic economic examination in the investigation of specific corruption offenses defined by the current legislation of Ukraine have been investigated. …”
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Advancing multi-categorization and segmentation in brain tumors using novel efficient deep learning approaches by Nadenlla RajamohanReddy, G. Muneeswari

“…Methods Therefore, this research introduced a novel efficient DL-based extension residual structure and adaptive channel attention mechanism (ERSACA-Net) to classify the brain tumor types as pituitary, glioma, meningioma and no tumor. Extracting features in brain tumor analysis helps in accurately characterizing tumor properties, which aids in precise diagnosis, treatment planning, and monitoring of disease progression. …”
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Quantifying Lenition as a Diagnostic Marker for Parkinson’s Disease and Atypical Parkinsonism by Ratree Wayland, Rachel Meyer, Ruhi Reddy, Kevin Tang, Karen W. Hegland

“…<b>Methods:</b> Using Phonet, a machine learning model trained to detect phonological features, we analyzed the posterior probabilities of continuant and sonorant features from the speech of 142 participants (108 PD, 34 APD). …”
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Recombinant human growth hormone treatment of Floating-Harbor syndrome: a case report and literature review by Qing He, Yi Deng, Lei Xu, Zhe Xu, Yi Ding, Menghui Wu

“…Case summary The patient in this case exhibits the most typical features of FHS. Whole exome sequencing (WES) detected a pathogenic variant (c.7303 C > T, p.R2435X) in the SRCAP gene of this patient, which is a denovo variant. …”
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Dynamical modeling of syncytial mitotic cycles in Drosophila embryos by Laurence Calzone, Denis Thieffry, John J Tyson, Bela Novak

“…During these mitotic cycles, there are barely detectable oscillations in the total level of B‐type cyclins. …”
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The Rise of Faint, Red Active Galactic Nuclei at z > 4: A Sample of Little Red Dots in the JWST Extragalactic Legacy Fields by Dale D. Kocevski, Steven L. Finkelstein, Guillermo Barro, Anthony J. Taylor, Antonello Calabrò, Brivael Laloux, Johannes Buchner, Jonathan R. Trump, Gene C. K. Leung, Guang Yang, Mark Dickinson, Pablo G. Pérez-González, Fabio Pacucci, Kohei Inayoshi, Rachel S. Somerville, Elizabeth J. McGrath, Hollis B. Akins, Micaela B. Bagley, Rebecca A.A. Bowler, Laura Bisigello, Adam Carnall, Caitlin M. Casey, Yingjie Cheng, Nikko J. Cleri, Luca Costantin, Fergus Cullen, Kelcey Davis, Callum T. Donnan, James S. Dunlop, Richard S. Ellis, Henry C. Ferguson, Seiji Fujimoto, Adriano Fontana, Mauro Giavalisco, Andrea Grazian, Norman A. Grogin, Nimish P. Hathi, Michaela Hirschmann, Marc Huertas-Company, Benne W. Holwerda, Garth Illingworth, Stéphanie Juneau, Jeyhan S. Kartaltepe, Anton M. Koekemoer, Wenxiu Li, Ray A. Lucas, Dan Magee, Charlotte Mason, Derek J. McLeod, Ross J. McLure, Lorenzo Napolitano, Casey Papovich, Nor Pirzkal, Giulia Rodighiero, Paola Santini, Stephen M. Wilkins, L. Y. Aaron Yung

“…Within our sample, we have identified the first two X-ray-detected LRDs. An X-ray spectral analysis confirms that these AGN are moderately obscured with ${\mathrm{log}}\,({N}_{{\rm{H}}}/{{\rm{cm}}}^{2}$ ) of $23.{3}_{-1.3}^{+0.4}$ and $22.7{2}_{-0.16}^{+0.13}$ . …”
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Dark Surfer-A Dark Pattern Analyzer & Classifier by Babu K. Srinivas, Nithin Bangari Sai, Raghuram E., Bharath A.

“…To avoid us cases we had come up with a website, which helps in analysing the dark patterns and detect them using URLS. We develop a classifier trained on a dataset of label UI elements, encompassing various types of dark patterns and benign design features. …”
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Water quality caracterization of Drean-Annaba aquifer (NE Algeria): using hydrochemical and isotopic tools by Abderahmane Yahi, Larbi Djabri, Rania Remmani, Hamza Bouguerra, Salah Eddine Tachi, Fehdi Chemseddine, Hadji Rihab, Naziha Mokadem, Younes Hamed, Salem Bouri

“…The spatial variations highlighted through mineralization mapping and Br/Cl ratio analysis underscore the nuanced nature of marine intrusion along the coast, which is influenced by hydrodynamic factors and geological features. …”
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Diagnostic value of endoscopic LCPL sign for high-risk intestinal metaplasia in gastric mucosa by ZHENG Xipeng, PAN Huilin, WU Linyu

“…Logistic regression analysis was used to investigate the relationship between LCPL sign and high-risk IM, as well as the clinical and pathological features associated with LCPL sign. …”
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Artificial Intelligence Applied in Early Prediction of Lower Limb Fracture Complications by Aurelian-Dumitrache Anghele, Virginia Marina, Liliana Dragomir, Cosmina Alina Moscu, Iuliu Fulga, Mihaela Anghele, Cristina-Mihaela Popescu

“…<b>Results</b><i>:</i> The analysis revealed a higher prevalence of female patients (60.78%) compared to male patients, indicating a potential gender-related risk factor for DVT. …”
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