Deep Embedded Auto-encoder for End-to-End Unsupervised Image Anomaly Detection by Xuan Huang, Hailin Tang

“…Abstract Image anomaly detection plays a critical role in industrial quality control, medical diagnostics, and security surveillance, yet existing unsupervised methods often suffer from limited detection accuracy and poor adaptability. …”
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The Fatty Acid Compositions and Textural Properties of Dry Clotted Creams Produced in Different Drying Systems by Esma Çapa, Bedia Şimşek

“…During the storage, it was observed that pH and titration acidity values of samples increased. The hardness levels of the clotted cream produced with the tray dryer were found to be higher than the vacuum and traditional methods. …”
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Computer-assisted analysis of routine EEG to identify hidden biomarkers of epilepsy: A systematic review by Émile Lemoine, Joel Neves Briard, Bastien Rioux, Oumayma Gharbi, Renata Podbielski, Bénédicte Nauche, Denahin Toffa, Mark Keezer, Frédéric Lesage, Dang K. Nguyen, Elie Bou Assi

“…We included studies reporting a computational method to diagnose epilepsy based on rEEG without relying on the identification of interictal epileptiform discharges or seizures. …”
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Modeling of soil salinity in Rheris Oasis (Southeastern of Morocco) using satellite spectral indices by Ait Lahssaine Ismail, Kabiri Lahcen, Messaoudi Badre, El Hafyani Mohammed, Essafraoui Badre, Kadiri Abdelhakim, El Ouali Mohamed, Canas Kurz Edgardo, Hellriegel Ulrich, Kretzschmar Helen Alice, Hoinkis Jan

“…This work aims to propose a spatiotemporal monitoring method of soil salinization in the Rheris oasis using spectral indices derived from Thematic Mapper (TM) and Operational Land Imager (OLI) data. …”
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Meta-analysis of Genetic Parameters for Productive and Reproductive Traits in Laying Hens by Maryam Sokhan, Sheida Varkoohi, Ali Hossein Piray

“…The advantages of meta-analysis studies in poultry breeding are high statistical power, ability to extract more information about poultry population, evaluation of the effects in different subgroups of poultry population, and overcoming on limitations of small sample size. …”
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Quality of the Selection of Patients with Respiratory Symptoms According to the Risk of Pulmonary Tuberculosis by Yuri Arnold Domínguez

“…Out of the surveyed patients with respiratory symptoms, retirees accounted for 45.8%. All sputum samples were helpful samples, 12.5% of the cultures were not performed because of contamination or inadequate samples. 12.5% of patients needed more follow-up after diagnosis and 18.8% did not improve. 81% of the patients presented at least one risk factor.…”
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Microstructure and mechanical properties of aluminum alloy laser welded joint assisted by alternating magnetic field by Honglin Mu, Shuncun Luo, Lei Wang, Zhenxing Li, Mingrui Chen, Xiaonan Wang, Hiromi Nagaumi, Zengrong Hu

“…Magnetic field-assisted laser welding is an effective method to improve the quality of laser-welded joints. …”
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To hoard or not to hoard purchased items - does it matter? A clinical cross-sectional study on compulsive buying-shopping disorder by Justus Varvaras, Patricia Schaar, Nora M. Laskowski, Ekaterini Georgiadou, Melissa M. Norberg, Astrid Müller

“…Additionally, the relationship between CBSD symptoms and other study variables was explored in the total sample. Method: All patients (N = 81) underwent a clinical interview and answered the Pathological Buying Screener (PBS), the German Saving Inventory-Revised (GSI-R), and measures for materialism, impulsiveness, depression and anxiety. …”
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Numerical Study on Impact Damage and Damage Evolution of Cemented Backfill by Qiang Li, Jinshan Sun, Xianqi Xie, Qian Dong, Jianguo Wang, Hongyu Zhang, Tao Wen

“…To quantitatively describe the damage degree and failure process of the cemented backfill (CB) under dynamic loading, this paper performed numerical split Hopkinson pressure bar (SHPB) impact experiments on CB samples using the ANSYS/LS-DYNA. The damage pattern and failure process of CB samples with four mix ratios (cement-to-sand (<i>c</i>/<i>s</i>) ratios of 1:4, 1:6, 1:8, and 1:10) at different impact velocities (<i>v</i>) (1.5, 1.7, 1.8, and 2.0 m/s) were numerically investigated using the micro-crack density method to define the damage variable (<i>d</i>). …”
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Longitudinal Associations of Experiential and Reflective Dimensions of Meaning in Life With Psychopathological Symptoms by Albert Anoschin, Michael K. Zürn, Carina Remmers

“…[Method] A German-speaking sample of N = 388 completed self-report measures assessing meaning in life, depression, and personality functioning at baseline and six months later. …”
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Estimation of GHGs emission from traditional kilns charcoal production in northwestern Ethiopia: Implications on climate change by Biruk Belay, Dawit Diriba, Feyera Senbeta

“…Within this, the less efficient kiln production system, constituting 6 out of the sample, contributed 1.5 times more to global warming (9.43 kg CO2-eq per kg of charcoal produced) compared to the more efficient kiln system (6.25 kg CO2-eq per kg of charcoal produced for the same number of kilns). …”
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Comprehensive analysis of scRNA-seq and bulk RNA-seq reveals the non-cardiomyocytes heterogeneity and novel cell populations in dilated cardiomyopathy by Siyu He, Chunyu Li, Mingxin Lu, Fang Lin, Sangyu Hu, Junfang Zhang, Luying Peng, Li Li

“…Using machine learning methods to quantify bulk RNA-seq data, we found significant differences in fibroblasts, T cells, and macrophages between DCM and normal samples. …”
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Discourse Structure Analysis of Hasanak-e-Vazir’s Hanging Tale: A Study based on Van Dijk’s (2007) Socio-Cognitive Approach by Nader Abyar, Mousa Ghonchepour, Zahra Iranmanesh

“…This descriptive-analytical study investigates the hanging tale of Hasanak-e-Vazir based on Van Dijk’s (2007) socio-cognitive approach to clarify the functional relation between language, ideology, power and dominance in social and political context of Bayhaqi's period. The study’s sampling is purposeful and samples are taken from Hasanak’s tale based on the research-made worksheet. …”
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How do individuals with mental health disorder and spinal cord injury gain access to participate in voluntary sport groups in Switzerland? by Florence Epiney, Siegfried Nagel, Christopher Klenk

“…Participants were recruited via the Swiss Paraplegic association, offering adaptive VSGs for wheelchair users, and PluSport, offering adaptive VSGs for IMHDs in Switzerland. A purposive sampling approach was applied to achieve maximum variation sampling (Smith & Sparkes, 2020). …”
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Production of Nitric Oxide and Expression of Inducible Nitric Oxide Synthase in Ovarian Cystic Tumors by Rosekeila Simões Nomelini, Lívia Carolina de Abreu Ribeiro, Beatriz Martins Tavares-Murta, Sheila Jorge Adad, Eddie Fernando Candido Murta

“…Using the Griess method, nitric oxide (NO) metabolite levels were also found to be elevated in malignant tumor samples compared to benign tumor samples (P<.05). …”
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Post-mortem tissue biopsies obtained at minimally invasive autopsy: an RNA-quality analysis. by Anita van der Linden, Britt M Blokker, Marcel Kap, Annick C Weustink, Jan L Robertus, Peter H J Riegman, J Wolter Oosterhuis

“…As a measure for tissue quality for molecular studies, we hereby present a feasibility study, comparing the RNA quality of MIA and CA samples, and fresh frozen samples as reference.<h4>Materials and methods</h4>Tissue samples of heart, liver and kidney were prospectively collected from 24 MIAs followed by CA, and compared to corresponding archival fresh frozen tissue. …”
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The Use of Potato Aerial Parts in the Diet of Fattening Male lambs as a Complete Feed Block by Saleh Salehi, Hamid Reza Bahmani, Shiva Mafakheri, Hassan Fazaeli, Ataollah Rahimi

“…In complete feed blocks, feed items are mixed in the ration, so the ration is more palatable, and with this method, unconventional feeds can be used in the ration and fed to the livestock. …”
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Neospora caninum Infection in Cattle in the Province of Kohgiluyeh and Boyer Ahmad, Southwest of Iran: Seroprevalence and Molecular Assessment by Atefeh Darijani, Nasir Arefkhah, Sepehr Shahriarirad, Sina Zoghi, Mehdi Namavari, Abdolali Moshfe, Marzieh Zaraei, Bahador Sarkari

“…Even though Neospora infection was more common in females and in five-year-old cattle by serology and molecular methods, yet there was no statistically significant difference between age, sex, and Neospora infection in both molecular and serological methods (p>0.05). …”
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A Framework for Promoting Passive Breast Cancer Monitoring: Deep Learning as an Interpretation Tool for Breast Thermograms by Mohamad Firouzmand, Keivan Majidzadeh, Maryam Jafari, Shahpar Haghighat, Rezvan Esmaeili, Leila Moradi, Nima Misaghi, Mahsa Ensafi, Fatemeh Batmanghelich, Mohammadreza Keyvanpour, Seyed Vahab Shojaedini

“…This study aims to introduce a dataset of breast thermograms.Material and Methods: In this study, thermographic images of breast cancer from Iranian samples were prepared and confirmed due to the limited number of breast thermogram databases.  …”
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The characterisation of Vitis vinifera ’Refošk’ with AFLP and SSR molecular markers and ampelographic traits by Matjaž HLADNIK, Jernej JAKŠE, Dunja BANDELJ, Irma VUK

“…SSR molecular markers were employed to confirm cultivar identity of analysed samples. Eight AFLP primer combinations, one was monomorphic, produced 16 polymorphic markers in 41 out of 113 samples, what classified samples into monomorphic and polymorphic group. …”
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