Longitudinal Comparison of Geographic Atrophy Enlargement Using Manual, Semiautomated, and Deep Learning Approaches by Jacob Bogost, Rachel E. Linderman, PhD, Robert Slater, PhD, Thomas F. Saunders, OD, Caleb Pacheco, Jeong Pak, PhD, Rick Voland, PhD, Barbara Blodi, MD, Amitha Domalpally, MD, PhD

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Techniczny, epistemologiczny i kulturowy wymiar metod kształcenia. Casus metody Montessori by Jarosław Jendza, Ewa Zalewska, Piotr Zamojski

“…We perceive them as equally important in the process of (re)creating and using any educational method. …”
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Outliers and anomalies in training and testing datasets for AI-powered morphometry—evidence from CT scans of the spleen by Yuriy Vasilev, Yuriy Vasilev, Anastasia Pamova, Tatiana Bobrovskaya, Anton Vladzimirskyy, Anton Vladzimirskyy, Olga Omelyanskaya, Elena Astapenko, Artem Kruchinkin, Novik Vladimir, Kirill Arzamasov, Kirill Arzamasov

“…The most effective methods included visual techniques (including boxplots and histograms) and machine learning algorithms such is OSVM, KNN and autoencoders. …”
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Intelligence system using the concepts of representations for solving problems of goal-directed behavior by Vasiliy M. Trembach

“…An agent-oriented approach is equally important for smart system developers. Compared to objects, agents are not entities that require specific methods from each other, but entities that request the operation of required actions. …”
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A re-analysis of the Cochrane Library data: the dangers of unobserved heterogeneity in meta-analyses. by Evangelos Kontopantelis, David A Springate, David Reeves

“…<h4>Methods and findings</h4>We accessed 57,397 meta-analyses, available in the Cochrane Library in August 2012. …”
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Specifying the probability characteristics of funnel plot control limits: an investigation of three approaches. by Bradley N Manktelow, Sarah E Seaton

“…The third method led to a probability that was always greater than, or equal to, p.…”
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Towards Effective Participation: A Stakeholder-Centered Evaluation for Aggregating Spatially Explicit Data by Sebastian Leahy, Eduardo Dias

“…Subsequently, a follow-up study was employed to validate the perceived feeling of ownership among both of the methods in terms of the stakeholders’ sense of community representation within the visual outputs. …”
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Emotion Recognition by Facial Expression and Voice: Review and Analysis by Yixen Lim, Kok-Why Ng, Palanichamy Naveen, Su-Cheng Haw

“…This is very important to discover, so that one may replace or enhance the weaker level if applying the same method across the multiple-models. This paper will also illustrate different levels of popularity of the methods in each model for visual comparison in ease. …”
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Aircraft Position Estimation Using Deep Convolutional Neural Networks for Low SNR (Signal-to-Noise Ratio) Values by Przemyslaw Mazurek, Wojciech Chlewicki

“…The safety of the airspace could be improved by the use of visual methods for the detection and tracking of aircraft. …”
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Signal detection of massive MIMO systems using LSTM-based signal detectors for beyond 5G radio by Arun Kumar, Nishant Gaur, Aziz Nanthaamornphong

“…The proposed methods obtain the BER and PSD improvement of 30% to 45% as compared with the contemporary methods.…”
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Maximum Entropy-Minimum Residual Model: An Optimum Solution to Comprehensive Evaluation and Multiple Attribute Decision Making by Qi-Yi Tang, Yu-Xuan Lin

“…Some weighting methods may lead to a trivial weight assignment that is one factor having a weight equal to 1 and the others all zero, while some methods generate a solution contradicting intuitive judgement, or even infeasible to calculate. …”
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Influence of Model Size and Image Augmentations on Object Detection in Low-Contrast Complex Background Scenes by Harman Singh Sangha, Matthew J. Darr

“…Previous studies have suggested that smaller models provide better performance compared to bigger models for agricultural applications, and not all image augmentation methods contribute equally to model performance. An important part of these studies was also to define the scene of the image. …”
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A proposal of a fecal scoring system based on physicochemical analyses of suckling pig feces by Ana Maria Pons, Blanca González, Joan Pujols, Jordi Serratosa, Joaquim Segalés, Ernesto A. Gómez, Jorge Martínez

“…The percentage of FDM was estimated by two drying methods, oven and microwave, doing duplicates in each one to evaluate methods, and both were compared. …”
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3D Gaussian Splatting aided Localization for Large and Complex Indoor-Environments by V. Ress, J. Meyer, J. Meyer, W. Zhang, D. Skuddis, U. Soergel, N. Haala

“…Despite the strong progress in this field, there are still challenging situations in which established methods fail. We present an approach to significantly improve the accuracy and reliability of established visual localization methods by adding rendered images. …”
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Experiences of Medical Students with Dyslexia in a Post-COVID-19 Curriculum by Daniel Yi Liang Tan, Maria Hayfron- Benjamin

“…This is translated into study strategies whereby participants opt for different learning-methods, adopting more visual, kinaesthetic and auditory approaches. …”
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The influence of maintaining proper technical condition on the aging of multi-family residential buildings constructed in traditional technology by Grzegorz Wrzesiński, Jan Kowalski, Katarzyna Pawluk, Marzena Lendo-Siwicka

“…The value of the degree of technical wear of selected buildings Sz was similar for visual and time methods.…”
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Social Work Practice and Rural Development. A Case Study of Kyanamira Sub-County Kabale District. by Ssembure, Edson

“…The direct roles of social workers begin with practicing primary methods of social work. Primary methods are the participatory methods with the individual, group, and community. …”
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Differential diagnosis of prosopalgia of dental patients by R. A. Mikhailik, T. A. Lopushanskaya, A. V. Tsimbalistov, N. A. Ogrina

“…Clinical methods of examination, palpation, assessment of the intensity pain manifestations using a visual analog scale of pain, clinical index Helkimo. …”
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Optimized dual NURBS curve interpolation for high-accuracy five-axis CNC path planning by Yi Xu, Mohd Hairi Mohd Zaman, Feng Zhou

“…The results indicate that the maximum chord error of the dual NURBS method on the Spiral Surface is only 0.0006 mm, with an average error of 0.0004 mm, significantly lower than traditional OC methods (0.01876 mm) and equal chord length interpolation (0.01532 mm). …”
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Digital History of Law: Principles of Methodology by S. V. Lonskaya

“…The article attempts to summarize the existing digital technologies and techniques, as well as methods based on them, as applied to legal historical sciences; their heuristic potential is shown in case studies.Scientific novelty: for the first time in the Russian legal history science, the author substantiates the methodology of the digital history of law as an interdisciplinary field that studies the past of state and law using digital information and communication technologies and tools.Practical significance: under the shifts in socio-humanities (digital, linguistic, visual ones, etc.), which have become relevant in recent years, and the development of the digital type of social communication, methodological approaches to obtaining new knowledge are changing, new interdisciplinary branches of scientific knowledge are emerging, as well as new requirements for the qualification of researchers. …”
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