Enhancing Real Estate Listings Through Image Classification and Enhancement: A Comparative Study by Eyüp Tolunay Küp, Melih Sözdinler, Ali Hakan Işık, Yalçın Doksanbir, Gökhan Akpınar

“…This method assessed the impact of improved image quality on classification accuracy and the overall attractiveness of property listings. …”
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The Application of Artificial Digital Models in X-Ray Computed Tomography (CT) of the Core in Solving the Problem of Binarization of the Void Space of Reservoir Rocks by O. A. Melkishev, Y. V. Savitsky, S. V. Galkin

“…The X-ray tomography method has several advantages, including its non-destructiveness and the ability to visualize the rock skeleton and pore space in three dimensions. …”
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Diagnostic capabilities of the virtual bronchoscopy at advanced neoplastic process of esophagus with formation of tracheobronchial fistula: Description of a case by M. A. Mitev, N. Trajkova, D. Arabadzhiev, S. Valkanov, N. Georgieva, E. Obretenov

“…Conclusion: The VB is a successful method equally effective compared to the FB, to diagnose of advanced neoplastic processes.…”
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A New Framework to Evaluate Sustainable Higher Education: An Analysis of China by Yuqing Geng, Hongwei Zhu, Nan Zhao, Qinghua Zhai

“…This article selects regions of China and compares the development status and coupling coordination level of sustainable higher education both temporally and spatially from the aspects of expenditure, existence, efficiency, effectiveness, economy, equity, and equality based on the 7E framework with the combined method of information entropy weight analysis and technique for order preference by similarity to an ideal solution and coupling coordination degree model. …”
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Spectral OCT Angiography in the Assessment of Biomarkers of Diabetic Macular Edema in Navigation Laser Treatment by P. L. Volodin, E. V. Ivanova, E. Iu. Polyakova, A. V. Fomin

“…Purpose — to study visualized biomarkers before and after navigation laser treatment in patients with diabetic macular edema (DMO) using optical coherence tomography-angiography (OCT-A).Methods. 85 patients (85 eyes) with focal DMO were under observation. …”
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An evaluation methodology for machine learning-based tandem mass spectra similarity prediction by Michael Strobel, Alberto Gil-de-la-Fuente, Mohammad Reza Zare Shahneh, Yasin El Abiead, Roman Bushuiev, Anton Bushuiev, Tomáš Pluskal, Mingxun Wang

“…Machine learning (ML) approaches have emerged as a promising technique to predict structural similarity from MS/MS that may surpass the current state-of-the-art algorithmic methods. However, the comparison between these different ML methods remains a challenge because there is a lack of standardization to benchmark, evaluate, and compare MS/MS similarity methods, and there are no methods that address data leakage between training and test data in order to analyze model generalizability. …”
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The Effectiveness of PCR in Diagnosis of Fungal Keratitis by G. I. Krichevskaya, L. A. Kovaleva, I. D. Zyurnyayeva, P. V. Makarov, A. E. Andryushin

“…Fungi implicated in mycotic keratitis include different species. Conventional methods for the diagnosis of fungal keratitis include staining of corneal scarpings, culture medium (Sabouraud agar) for isolating fungi.Purpose. …”
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Explainable Artificial Intelligence in Radiological Cardiovascular Imaging—A Systematic Review by Matteo Haupt, Martin H. Maurer, Rohit Philip Thomas

“…Grad-CAM was the most frequently employed XAI method, followed by SHAP. Most studies used saliency-based techniques to generate visual explanations of model predictions. …”
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Femtolaser refractive autokeratoplastic: first results and prospects by H. V. Sitnik, A. Yu. Slonimsky, Yu. B. Slonimsky

“…Development of a new method of autokeratoplasty using of femtosecond laser in patients with advanced keratoconus and evaluation of early results of treatment.Patients and methods. 17 patients with advanced stable keratokonus were included in the study (15 men, 2 women) mean age 33±8.4 years old. …”
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Landscape sightline analysis on height control of land around architectural heritage sites: Nanshan Temple and Nanping Academy in Zhangzhou, China by Lina Yan, Liang Zheng, Yile Chen

“…This study uses the geospatial technology landscape sight analysis method to reveal the impact of landscape sight on the spatial distribution of mountainous cities with cultural landmarks and, at the same time, provides a new method and strategy for the spatial planning of mountainous cities.…”
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RGB-to-Infrared Translation Using Ensemble Learning Applied to Driving Scenarios by Leonardo Ravaglia, Roberto Longo, Kaili Wang, David Van Hamme, Julie Moeyersoms, Ben Stoffelen, Tom De Schepper

“…We demonstrate that this method is an effective alternative to traditional deep learning methods for image translation such as CNNs and GANs, particularly in data-scarce situations. …”
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USE OF TRIANGULAR MODELS OF NON-STATIONARY PROCESSES IN MODELING VARIABILITY OF HEART RHYTHM by Olena Akhiiezer, Olha Dunaievska, Mykhailo Shyshkin, Olha Butova, Anton Rohovyi

“…Methods of mathematical statistics, simulation modeling, theory of random processes and control theory are used in this work. …”
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Weakly-Supervised Segmentation-Based Quantitative Characterization of Pulmonary Cavity Lesions in CT Scans by Wenyu Xing, Yanping Yang, Yanan Zhou, Tao Jiang, Yifang Li, Yuanlin Song, Dongni Hou, Dean Ta

“…A deep learning-based model to automatically detect, segment, and quantify the region of cavity lesion on CT scans has potential in clinical diagnosis, monitoring, and treatment efficacy assessment. Methods: A weakly-supervised deep learning-based method named CSA2-ResNet was proposed to quantitatively characterize cavity lesions in this paper. …”
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The effects of acute interval cycling and blood flow restriction on hematologic factors of beginner cyclists by Hadi Bashafaat, Mohammad Ismail Afzalpour, Ali Asghar Fallahı, Saeed Nazıfı, Said Ilbeıgı

“…Blood compositions change as a result of physical activity and an exercise associated with Blood Flow Restriction (BFR) is a new exercise method. This study aims to compare the acute effect of an interval exercise with blood flow restriction on beginner cyclists’ hematologic factors.  …”
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DETAILS’ REPAIR OF CONSTRUCTION AND ROAD MACHINES: FLUCTUATIONS’ MODELLING by V. E. Ovsyannikov, V. I. Vasilyev

“…The paper studies the possibility of the calculation method’s usage in oscillatory processes, which allows assigning the cutting modes by providing required output parameters.Materials and methods. …”
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Comparison between paracervical block and intrauterine lidocaine for pain management in surgical termination of first-trimester miscarriage: a randomized clinical trial by Doaa M. Effat, Mona A. Elkafrawy, Amira A.E. Shaban

“…Patients and methods One hundred fifty pregnant women suffering from first-trimester miscarriage and requiring pregnancy termination were randomly assigned into three equal groups. …”
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Grid frequency disturbance analysis based virtual synchronous generator transient performance improvement control by Bo Yang, Hao Li, Yuxin Zhang, Shuai Lu

“…As thoroughly analyzed in this paper, the existing methods will alter the grid frequency disturbance transfer function and worsen the transient performance, while they improve the VSG power step responses. …”
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Diagnosis and treatment of small bowel cancer by B. M. Rakhimov, E. P. Krivoshchekov, A. N. Kirsanov

“…Their preoperative detection is an exception rather than the rule.Materials and methods. We examined 15 patients preoperatively diagnosed with small bowel tumors. …”
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Personalized Treatment of Periodontitis in a Patient with McArdle’s Disease: The Benefits from Probiotics by Salvatore Cannizzaro, Carolina Maiorani, Andrea Scribante, Andrea Butera

“…At the baseline, the patient had 82 pockets with probing pocket depth (PPD) equal to or greater than 4 mm. The patient was instructed in the correct methods of oral hygiene and was advised toothpaste and mouthwash based on probiotics; subsequently, a debridement was performed to remove etiological factors using Dental-Biofilm Detection Topographic Technique (D-BioTECH). …”
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Generative AI for Bayesian Computation by Nick Polson, Vadim Sokolov

“…A Quantile Neural Network (QNN) is trained to map samples from a base distribution to the posterior distribution. Our method applies equally to parametric and likelihood-free models. …”
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