Machine learning decision support model construction for craniotomy approach of pineal region tumors based on MRI images by Ziyan Chen, Yinhua Chen, Yandong Su, Nian Jiang, Siyi Wanggou, Xuejun Li

“…Three traditional surgical approaches of were recorded for prediction label. …”
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When investigator meets large language models: a qualitative analysis of cancer patient decision-making journeys by Neta Shanwetter Levit, Mor Saban

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Facilitating active participation in anticoagulant decisions in advanced kidney disease: co-production of a question prompt list by Kathrine Parker, Abigail Needham, Jecko Thachil, Sandip Mitra, Penny Lewis

“…Data was thematically analysed based on Makoul and Clayman’s model of shared-decision making. Co-production methods were used to develop a question prompt list based on themes from the focus groups in conjunction with people with kidney disease over three meetings. …”
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On a Method of Scientific Creativity by J. G. Guschin

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Sentiment Analysis of MyBCA Application User Reviews using Naive Bayes, Random Forest, and Decision Tree by Muhammad Rizky Mawandhyka Akbar, Irfan Pratama

“…This study aims to analyze the sentiment of user reviews on the MyBCA application using three classification methods: Naive Bayes, Random Forest, and Decision Tree. …”
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Hearing, sharing and applying: a qualitative study of the experiences of family caregivers’ end-of-life decision-making in Singapore by Gerald Choon Huat Koh, Pin Sym Foong, See Mieng Tan, Min Li Ong, Xingyu Xia

“…The objective is to describe the decision-making journey and identify how interventions can be developed for these caregivers.Methods Semi-structured interviews with 14 adult and spousal caregivers were conducted using an interview guide and transcripts were coded inductively via reflexive thematic analysis.Results First, clarity in communication enhances satisfaction with their decisions. …”
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Shaping decision-making with screen time: video-based dialectical behavior therapy skills training for college students by Diana Mejía, Laurent Avila-Chauvet

“…However, a knowledge gap persists regarding how DBT might influence cognitive processes, particularly decision-making, through a brief intervention.MethodsThis study aimed to assess the effects of Video-DBT skills training on decision-making tasks among college students via an online platform. …”
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Mapping ecological corridors in the Upper Paraguay River Basin, Brazil: Applications for sustainability, public policy and decision‐making by Maxwell daRosa Oliveira, Adriana Maria Espinoza Fernando, André Restel Camilo, Guellity Marcel Fonseca Pereira, Thaishi Leonardo daSilva, Walfrido Moraes Tomas

“…Abstract The Upper Paraguay Basin (BAP) is one of the largest river basins in South America, covering three countries: Brazil, Bolivia and Paraguay. In Brazil, one of the main risks to BAP conservation is the loss of native vegetation. …”
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Migration, daily commuting, or second residence? The role of location-specific capital and distance to workplace in regional mobility decisions by Thomas Skora, Knut Petzold, Heiko Rüger

“…OBJECTIVE: We investigate the determinants of the mobility choices of individuals who have taken a distant job (50 km or more), considering three options, (1) permanent migration, (2) daily commuting, (3) weekly commuting (i.e., a second residence), thereby focusing on the interplay between migration costs linked to different sources of location-specific capital (property ownership, working partner, school-age children) and transition costs linked to the distance travelled. …”
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OP-9 Assessing the Burden and Budget Impacts of HCV Elimination Strategies in Uruguay Using Decision-Analytic Modeling by Victoria Mainardi Rial, Daniela Olivari, Solange Gerona, Alec Aron, Huaiyang Zhong, Jagpreet Chhatwal, Lindsey Hiebert, John Ward

“…Patients / Materials and Methods: Methods: Disease burden and budget impact projections were generated using a decision-analytic model, The Hep C Elimination Tool, developed by Massachusetts General Hospital with support from the Coalition for Global Hepatitis Elimination and calibrated with Uruguayan parameters. …”
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Application of Supervised Learning Methods and Information Gain Methods in the Determination of Asbestos–Cement Roofs’ Deterioration State by Manuel Saba, David Valdelamar Martínez, Leydy K. Torres Gil, Gabriel E. Chanchí Golondrino, Manuel A. Ospina Alarcón

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Development and alpha-testing of a patient decision aid for patients with chronic myeloid leukemia regarding dose reduction by D. N. Lokhorst, M. F. Djodikromo, R. P. M. G. Hermens, N. M. A. Blijlevens, C. L. Bekker

“…Abstract Background Dose reduction of tyrosine kinase inhibitors (TKIs) is an option for some chronic myeloid leukemia (CML) patients to minimize side effects while maintaining efficacy. Shared decision-making (SDM) and patient decision aids (PDAs) are advocated to make informed choices such as reducing the dose of TKIs. …”
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Qualitative analysis of concordance in advance care planning discussions between patients with advanced cancer and their surrogate decision makers by Qian Chen, Mengna Liang, Jingzhang Liang, Jiefang Xu, Qiaocong Lu, Siqi Liang

“…Objectives This study aimed to explore the concordance in advance care planning (ACP) discussions between patients with advanced cancer and surrogate decision makers within an oncology ward.Design Purposive and snowball sampling methods were used in this qualitative study, which involved conducting semistructured interviews to gather patients with advanced cancer and their surrogate decision makers. …”
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Interdependent Development of Physical and Cognitive Skills in U12 Soccer Players: Sprinting, Agility, and Decision-Making Are Interconnected by Mohamed Amine Ltifi, Ghaith Ben-Bouzaiene, Nicola Luigi Bragazzi, Ridha Aouadi

“…Methods: Thirty-three male players (age 10.40 ± 0.32 years) completed sprint tests (5 m, 10 m, 15 m), the Modified Agility T-Test (MAT), and the Y-Shaped Reactive Agility (Y-RSA) test, across two sessions. …”
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Developing interpretable machine learning models to predict length of stay and disposition decision for adult patients in emergency departments by Abhishek Sharma, Timothy N Fazio, Long Song, Samantha Plumb, Uwe Aickelin, Mojgan Kouhounestani, Mark John Putland

“…Objective Machine learning (ML) models have emerged as tools to predict length of stay (LOS) and disposition decision (DD) in emergency departments (EDs) to combat overcrowding. …”
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Prognosis, treatment decision-making and value: A qualitative exploration of the emerging role of breast cancer prognostic assays. by Gillian Parker, Stuart Hogarth, Jennifer Fishman, Fiona A Miller

“…Data were analysed using thematic analysis.<h4>Results</h4>Three novel themes emerged from participant's perspectives on the use and value of these assays. …”
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Frontal Pole, Cingulate Gyrus, and Precuneus Cortex Represent the Confidence Level in Prediction of Other's Risky Decision-Making. by Ahmad Shoaa Haghighi, Soroush Safari, Elahe Oloumi, Hadis Jameei, Gholam Ali Hossein Zadeh, Abdol-Hossein Vahabie

“…When people predict others’ behavior in risky situations, they consider various factors affecting others’ choices; at that point, they can determine how confident they are about their predictions about the other’s decision. Materials and Methods: This study investigates human neural activities in different confidence levels when participants predict others’ financial choices in a risky decision-making task. …”
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Multimodal transport route selection: An integrated fuzzy hierarchy risk assessment and multiple criteria decision-making approach by Nitidetch Koohathongsumrit, Wasana Chankham, Warapoj Meethom

“…This approach decomposes the route decision-making problem into a hierarchy structure and determines the optimal solution through three distinct phases. …”
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THE INFLUENCE OF E-COMMERCE, BRAND IMAGE, PRODUCT QUALITY ON PURCHASING DECISIONS FOR PORTO SANDALS AT SHOPEE LASBIO FOOTWEAR by Azrina Amalia, Ihdina Gustina, Dedy Lazuardi

“…The coefficient of determination (R²) value of 0.482 indicates that 48.2% of the variation in Purchasing Decisions can be explained by the three independent variables, while the rest is influenced by other factors not examined. …”
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A Neutrosophic α-Discounting IndetermHyperSoft Framework for Evaluating Agricultural Product Export Trade Quality under Uncertainty by Yan Xu

“…In this study, we propose an integrated decision matrix that accommodates multi-attribute Neutrosophic evaluations. …”
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