Patient perspectives on AI-based decision support in surgery by Corrette Ploem, Saskia Haitjema, Geert Kazemier, Olga Damman, Sara Ben Hmido, Houssam Abder Rahim, Freek Daams

“…Participants recognised their potential to enhance surgical decision-making but stressed the surgeon’s role as the primary decision-maker, suggesting IPML models act as advisory tools, with surgeons able to override recommendations. …”
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The Impact of Investors' Emotional Decision Patterns on Firm Performance by Seyed Abbas Hashemi, Alireza Rahrovi Dastjerdi, Mohammad Heydarian

“…The irrationality of investor behavior can be attributed to risk in less efficient markets, which can lead them to make decisions based on emotions. These emotional decisions impact firm performance. …”
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Nanopore-based random genomic sampling for intraoperative molecular diagnosis by Francesco E. Emiliani, Abdol Aziz Ould Ismail, Edward G. Hughes, Gregory J. Tsongalis, George J. Zanazzi, Chun-Chieh Lin

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Does SME’s financing decisions follow pecking order pattern? The role of financial literacy, risk preference, and home bias in SME financing decisions by Henny Sulistianingsih, Fitri Santi

“…Data collection was carried out through online and offline survey techniques with a sample of 623 SMEs. The results reveal that home bias and risk preference have a negative direct effect on financing decision. …”
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TAP Sampling for Asian Citrus Psyllid (ACP) Field Sheet by Phil Stansly, Jawwad A. Qureshi

“…The most efficient way to estimate field populations of this insect is by monitoring adults. Tap sampling has proven to provide data needed to make informed decisions for managing this insect pest. …”
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Enhanced Color Nighttime Light Remote Sensing Imagery Using Dual-Sampling Adjustment by Yaqi Huang, Yanling Lu, Li Zhang, Min Yin

“…To address this, a dual-sampling adjustment method is proposed to enhance nighttime light remote sensing imagery by fusing daytime optical images with nighttime light remote sensing imagery, generating high-quality color nighttime light remote sensing imagery. …”
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CALCULATION AND AN EXPERIMENTAL RESEARCH PARAMETERS OF SAMPLES OF A FERROMAGNETIC MATERIAL by A.P. POPOV, M.R. VINOKUROV

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Learning From Imbalanced Data Using Triplet Adversarial Samples by Jaesub Yun, Jong-Seok Lee

“…We present a new synthetic data generation method that addresses this issue by combining adversarial sample generation with a triplet loss method. This approach focuses on increasing the diversity in the minority class while preserving the integrity of the decision boundary. …”
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An Acoustofluidic Device for Sample Preparation and Detection of Small Extracellular Vesicles by Jessica F. Liu, Jianping Xia, Joseph Rich, Shuaiguo Zhao, Kaichun Yang, Brandon Lu, Ying Chen, Tiffany Wen Ye, Tony Jun Huang

“…In this study, we introduce a novel sharp-edge acoustofluidic platform designed for rapid and effective sample preparation, coupled with sensitive detection of specific sEV populations based on their surface markers. …”
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Comparison of 2 thromboelastography methods using patient and control samples by Robert Frick, Brittany Washburn, Dennis Plocher, Jonathan K. Zoller, Jason Gillihan, Michael Dombrowski, Charles Eby, Christopher W. Farnsworth

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TECHNOLOGICAL ACCOUNTING AND CORPORATE DECISION OF SMALL AND MEDIUM ENTERPRISES IN NIGERIA by Ahmed Oluwatobi ADEKUNLE

“…This sample size of 80 employees was drawn using convenience sampling. …”
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Analyzing the Decision-Making Styles of Customers to Buy Sports Equipment by Jalil Pourzarnegar

“…Purpose: Customers use different decision making styles to buy sports equipment. The purpose of this research is to analyze the decision-making styles of customers for buy sports equipment.Methods: In this research, cross-sectional survey method was used and data collection was done through library studies and field investigation. …”
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Millennial Lifestyle Mediated: Financial Literacy and Income on Investment Decision by Ida Rosnidah, Kartono Kartono

“…The focal points of this study encompass financial literacy, income, lifestyle, and investment decisions. The sample size for this research is set at 100 respondents, determined through the employment of judgment sampling. …”
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Multicriteria Decision Making for the Choice of the Global System for Mobile Telecommunication by Umaru Hassan, Mohd Tahir Ismail, Auwal Saleh Liman, Olayemi Joshua Ibidoja

“…When multiple conflicting criteria are available and must be considered, Multi-Criteria Decision Making (MCDM), a subfield of operations research, aids the decision maker in addressing the problem. …”
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FACTORS AFFECTING THE DECISION OF SMALLHOLDERS TEA FARMERS TO JOIN THE COOPERATIVE by Rika Hariance, Melinda Noer, Endrizal Ridwan, Hasnah Hasnah

“…So increasing farmers' knowledge is a must to improve farmers' ability to make decisions. …”
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Model Of Rational And Emotional Decision Making In The First Purchase Of Cosmetics by Elly Yuliandari Yuliandari, Gugus Wijonarko, Amaliyah, Mazzlida Mat Deli

“…Respondents were selected using accidental sampling. Results: showed that rational and emotional considerations significantly contribute to purchasing decisions. …”
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The Influence of Viral Marketing and Online Customer Reviews on Purchase Decisions by Ahmad Muhammad Rizal Fatkurrohman, Farhan Sabbihis Hanan, Yusuf Yusuf

“…This study aims to analyze the influence of viral marketing and online customer reviews on consumer purchase decisions, both partially and simultaneously. A quantitative approach was employed using purposive sampling, with a total sample of 130 university students in Cirebon City who use the TikTok e-commerce platform. …”
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Transdiagnostic Anxiety-Related Increases in Information Sampling are Associated With Altered Valuation by Amy M. Rapp, Brandon K. Ashinoff, Seth Baker, H. Blair Simpson, Guillermo Horga

“…Next, a parameterized partially observable Markov decision process model was used to parse the contribution of value-based decisions to sampling behavior and included a relative subjective cost parameter, Csub, for each bead-ratio condition. …”
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Encrypted traffic classification based on packet length distribution of sampling sequence by Chang-xi GAO, Ya-biao WU, Cong WANG

“…A hypothesis testing-based statistical decision model (HTSDM) for application identification of encrypted traf-fic was presented.HTSDM was based on packet length distribution of deterministic sampling sequence at flow level,which was characterized by packet positions,packet directions,packet sizes,packet arrival continuity and packet arrival order.HTSDM boosted deep packet inspection (DPI) by introducing constraints of packet position and direction as well as inter-flow correlation action.A hybrid method of encrypted traffic classification combining DPI and dynamic flow in-spection (DFI) was proposed based on HTSDM.Experiment results show that this method can effectively identify the unique statistical traffic behavior of encrypted application in flow coordinate space,and achieve high precision,recall and overall accuracy while keeping low false positive rate (FPR) and overall FPR.…”
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Auxiliary Particle Filtering With Multitudinous Lookahead Sampling for Accurate Target Tracking by Praveen B. Choppala, Ramoni Adeogun

“…This paper proposes a method of sampling a multitude of particles for each particle to make such a decision. …”
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