Detecting ear lesions in slaughtered pigs through open-source convolutional neural networks by Matteo D’Angelo, Domenico Sciota, Anastasia Romano, Alfonso Rosamilia, Chiara Guarnieri, Chiara Cecchini, Alberto Olivastri, Giuseppe Marruchella

“…Results A total of 3,140 pictures were employed to train and test open-source convolutional neural networks. Investigations were carried out by three veterinarians, who agreed to assess porcine ears using a simplified method, to minimize inter-observers’ variability and to facilitate the convolutional neural networks’ training: a) healthy auricles (label 0); deformed auricles displaying alterations in their contour due to real lesions (label 1); postmortem artefacts due to slaughtering (label 2). …”
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Methodological aspects of statistical analysis in ophthalmology by A. S. Sorokin, S. Yu. Petrov, N. V. Zvezdina, M. A. Golovanova

“…The paper provides links to open sources in which statistical techniques and results achieved therewith are presented. …”
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Avaliação agronômica de biossólidos tratados por diferentes métodos químicos para aplicação na cultura do milho Agronomic evaluation of biosolids treated by different chemical meth... by Ivaldete T. Barros, Cleverson V. Andreoli, Ivan G. de Souza Junior, Antonio C. S. da Costa

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You Call This Exemplary? Lessons from an Unsung International Evaluation by Douglas Horton

“…The evaluation employed mixed methods and multiple data sources with heavy reliance on triangulated perceptual data. …”
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A novel data-driven based high-precision building roof contour full-automatic extraction and structured 3D reconstruction method combining stereo images and LiDAR points by Xiongwu Xiao, Kai Wang, Zhichao Zhong, Wenhu Qu, Weiwei Wu, Zhigao Cui, Yanzhao Su, Aihua Li, Jianya Gong, Deren Li

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Experimental evaluation of aluminothermic welds by Lukáš Zeman, Jaroslav Valach, Petr Zlámal, Nela Krčmářová, Veronika Koudelková, Jaroslav Zeman

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Profile of Critical Thinking Skills of Grade IV Elementary School Students on Energy Source Material by Sinta Yuni Fitanti, Binar Kurnia Prahani, Suryanti Suryanti

“… This study measured how well students can apply critical thinking skills when studying energy source materials in Natural Knowledge Science. In addition, research also reveals the factors that support or hinder the development of participants' critical thinking skills in the context of learning. i The research method used is descriptive qualitative with a survey approach. …”
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Solar Radiation Prediction Using Decision Tree and Random Forest Models in Open-Source Software by Tucumbi Lisbeth, Guano Jefferson, Salazar-Achig Roberto, Jiménez J. Diego L.

“…The metrics used to identify the effectiveness of the models in predicting solar radiation were the coefficient (R2), the mean square error (MSE), and the mean absolute error (MAE). The evaluation of the two methods is presented in three cases: for one, two, and seven days. …”
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Use of digital data from open sources during the investigation of criminal offenses: certain aspects by Basysta I., Havrylyuk L., Hutnyk A., Khytra A.

“…The research is one of the first, where, through the prism of the analysis of the provisions of the Berkeley Protocol and the requirements of the current Code of Criminal Procedure of Ukraine for evidence and activities related to their collection, verification and evaluation, the author’s approach to the rules of “working” with information available in open sources and its further possibilities is formulated use, including in proof. …”
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Quantifying hydrological connectivity in inland arid regions using transfer entropy and multi-source data by Qingling Bao, Lei Zhong, Jiao Tan

“…Existing studies often rely on single-source interpolated inputs and conventional evaluation metrics, which constrain the understanding of internal interactions within hydrological subsystems. …”
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YouTube as a source of education on piriformis injection: a content, quality, and reliability analysis by Yucel Olgun

“…Conclusion The educational value of YouTube videos cannot be evaluated based on a single factor, such as the source of the video or its popularity metrics. …”
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High-Density EEG Source Localisation of averaged interictal epileptic Discharges validated by surgical Outcome by Bernd J. Vorderwülbecke, Margherita Carboni, Sebastien Tourbier, Laurent Spinelli, Denis Brunet, Martin Seeber, Christian M. Korff, Shahan Momjian, Maria Vargas, Margitta Seeck, Serge Vulliemoz, Jonathan Wirsich

“…Abstract Electroencephalographic source localisation (ESL) of interictal epileptiform discharges is a valuable tool for presurgical evaluation of pharmacoresistant focal epilepsy. …”
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Could the shaking of infants in early childhood be a leading source of unexplained intellectual disability in India? by Viswanathan Shankar, Desmond K. Runyan, Chandrakanta Kumar, Soumya Pandey, Neera Kohli, Rashmi Kumar

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Ozone source attribution in polluted European areas during summer 2017 as simulated with MECO(n) by M. Kilian, V. Grewe, V. Grewe, P. Jöckel, A. Kerkweg, M. Mertens, A. Zahn, H. Ziereis

“…For this study we apply the MECO(n) model system (MESSy-fied ECHAM and COSMO models nested <span class="inline-formula"><i>n</i></span> times) equipped with a source attribution method to investigate the contribution of various sources to ground-level ozone in Europe. …”
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A Novel Approach to Solving Line Source Diffraction Caused by Perfectly Conducting Successive Steps by Kadir Durgut, Gökhan Çınar, Ali Alkumru

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Shifting Outcomes: Superior Functional Recovery in Embolic Stroke of Undetermined Source Compared to Cardioembolic Stroke by Jessica Seetge, Balázs Cséke, Zsófia Nozomi Karádi, Edit Bosnyák, László Szapáry

“…Background/Objectives: An embolic stroke of undetermined source (ESUS) is a subtype of ischemic stroke characterized by a non-lacunar infarct in the absence of a clearly identifiable embolic source, despite comprehensive diagnostic evaluation. …”
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Analysis and Optimization of the Coupling between Air-source Heat Pump and Building in Variable Operation Conditions by Li Sihui, Gong Guangcai, Zhou Fuyu, Liu Riming

“…Meanwhile, the selection method and evaluation standard of air-source heat pump can be greatly improved.…”
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Multi-source Data-driven Analysis of Deformation and Influencing Factors for Expansive Soil Canal Slopes by ZHANG Yuhan, HU Jiang, LI Xing

“…This approach provides scientific support for safety monitoring and stability evaluation of canal slopesMethodsFirst, SBAS-InSAR was employed to process Sentinel-1A satellite imagery, extracting time-series deformation data. …”
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Source–load matching and energy storage optimization strategies for regional wind–solar energy systems by Y. Zhu, Q. Li, Z. Li, Z. Zhang

“…The method comprehensively considers the proximity between the source and the load, as well as the correlation between their power fluctuations, using these factors as evaluation criteria for source-side and load-side matching in regional power grids. …”
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Wavefront Correction for Extended Sources Imaging Based on a 97-Element MEMS Deformable Mirror by Huizhen Yang, Lingzhe Tang, Zhaojun Yan, Peng Chen, Wenjie Yang, Xianshuo Li, Yongqi Ge

“…In this study, our focus is on analyzing the ability of a 97-element MEMS (Micro-Electro-Mechanical System) DM to correct blurred images of extended sources affected by atmospheric turbulence. The RUN optimizer is employed as the control method to evaluate the correction capability of the DM through simulations and physical experiments. …”
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