Application of decision analytic modelling to cardiovascular disease prevention in Sub-Saharan Africa: a systematic review by James Odhiambo Oguta, Penny Breeze, Elvis Wambiya, Peter Kibe, Catherine Akoth, Peter Otieno, Peter J. Dodd

“…Methods We searched seven databases and identified model-based economic evaluations of interventions targeting CVD prevention among adult populations in SSA. …”
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Application of fuzzy logic in decision-making process for relocation of floating net cages in river fish farming by R. Pramana, B.Y. Suprapto, Z. Nawawi

“…This study aims to develop an early warning system for water quality and create a decision-making program as a reference for fishermen to relocate floating net cages when the river water quality deteriorates.METHODS: The device was tested at 39 locations within a radius of approximately 3400 meters, and the distance between locations varied between 55 and 334 meters. …”
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An Efficient Hybrid Decision-making Model for Sustainable Supplier Selection (Case Study: Parts Supply Industry) by Mahboubeh Afzali

“…The proposed method was performed on tool industry as case study to select the most sustainable alloy supplier which involves three main criteria and twelve sub-criteria. …”
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Archimedean Muirhead Aggregation Operators of q-Rung Orthopair Fuzzy Numbers for Multicriteria Group Decision Making by Yuchu Qin, Xiaolan Cui, Meifa Huang, Yanru Zhong, Zhemin Tang, Peizhi Shi

“…The demonstration results suggest that the proposed method has satisfying generality and flexibility at aggregating q-rung orthopair fuzzy information and capturing the interrelationships of criteria and the attitudes of decision makers and is feasible and effective for solving the MCGDM problems based on qROFNs.…”
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How machine learning is embedded to support clinician decision making: an analysis of FDA-approved medical devices by Enrico Coiera, Farah Magrabi, David Lyell, Jessica Chen, Parina Shah

“…Objective To examine how and to what extent medical devices using machine learning (ML) support clinician decision making.Methods We searched for medical devices that were (1) approved by the US Food and Drug Administration (FDA) up till February 2020; (2) intended for use by clinicians; (3) in clinical tasks or decisions and (4) used ML. …”
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Prioritizing the Risk of Multiple Invasive Species in the Semiarid Rangelands of Iran: An Ecological Approach to Multicriteria Decision‐Making by Hossein Bashari, Fereshteh Bazgir, Mohammad Reza Vahabi

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Developing a decision support tool to predict delayed discharge from hospitals using machine learning by Mahsa Pahlevani, Enayat Rajabi, Majid Taghavi, Peter VanBerkel

“…Methods Data from Nova Scotia Health (2015-2022) covering patient demographics, diagnoses, and clinical information was extracted. …”
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A Multicriteria Decision-Making Approach Based on Fuzzy AHP with Intuitionistic 2-Tuple Linguistic Sets by Shahzad Faizi, Tabasam Rashid, Sohail Zafar

“…Recently, some useful multicriteria decision-making (MCDM) methods have been introduced based on fuzzy analytic hierarchy process (AHP) for 2-tuple linguistic representation model. …”
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Constructing A Knowledge-driven and Data-driven Hybrid Decision Model for Etiological Diagnosis of Ventricular Tachycardia by WANG Min, HU Zhao, XU Xiaowei, ZHENG Si, LI Jiao, YAO Yan

“…The precision, recall, and F1 scores of the three models were as follows: the knowledge-driven model achieved 80.4%, 79.1%, and 79.7%; the data-driven model achieved 88.4%, 88.5%, and 88.4%; and the hybrid model achieved 90.4%, 90.2%, and 90.3%.ConclusionsThe hybrid model integrating knowledge-driven and data-driven approaches demonstrated higher accuracy, and all its decision outcomes were based on evidence-based practices, aligning more closely with the actual diagnostic reasoning of clinicians. …”
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Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support System by Mert Bal, M. Fatih Amasyali, Hayri Sever, Guven Kose, Ayse Demirhan

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Why Infusion of Virtue Matters? A Study on Thomas Aquinas’s Virtues in a Person’s Ethical Decision by Irene Ludji

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Discovering the key symptoms for identifying patterns in functional dyspepsia patients: A doctor's decision and machine learning by Da-Eun Yoon, Heeyoung Moon, In-Seon Lee, Younbyoung Chae

“…Methods: Data from twenty-one FD patients were collected from local traditional Korean medicine clinics and provided to three doctors in a standardized format. …”
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Application of Fuzzy Algorithms and Analytical Hierarchy Process Modification in Decision Support Systems for Lazis Scholarship UNNES by Dimas Bayu Satria Permadi, Alamsyah Alamsyah

“…Lazis scholarship is a scholarship given to underprivileged students and does not yet have a system that supports the decisions to be taken. AHP is one of the most popular decision making methods in solving problems. …”
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Cognition of decision behavior based on belief state: a case study of implementation in CGF simulation system by Jintao Wang, Huaiqi Chen, Lina Wei, Yulong Yin, Yunting Zhang

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Diagnostic performance of the classic symptom “abdominal pain before vomiting” for pediatric acute appendicitis by Hiroki Kitaoka, Hayato Chikai, Keiko Watanabe, Hiroto Ida, Tadayuki Kumagai

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Structural model of the relationship between socioeconomic status and decision-making styles with the mediation of cognitive emotion regulation by Mitra Ghazi, Fariborz Bagheri, Reza Ghorban Jahromi, Khadijeh Abu Al-Moali Al-Husseini

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Associations between physicians' SDM behaviour and participation of older patients and family members in triadic decision-making: An observational study by Bea L. Dijkman, Marie Louise Luttik, Wolter Paans, Ellen M. Driever, Hanneke van der Wal-Huisman, Paul L.P. Brand, Barbara.L. van Leeuwen

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Sustainability assessment integrating BIM and decision-making for modular slab construction against conventional cast-in-situ by Khadija Mawra, Khuram Rashid, Fahad K. Alqahtani, Idrees Zafar, Jae-Gwon Jeong, Minkwan Ju

“…Thus, ten indicators were designated critical and quantified for the case of a three-story building using three slab alternatives: cast-in-situ (CIS), I-girder (PIS), and hollow core (PHS). …”
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Shared decision-making for pediatric acute otitis media in the United States: a randomized emergency department trial by Jana L. Anderson, Lucas Oliveira J. E. Silva, Erik P. Hess, Derek E. Vanmeter, Aidan Mullan, Juan P. Brito, Ian G. Hargraves, Fernanda Bellolio

“…Methods We conducted a randomized trial in the Emergency Department and affiliated Urgent Care setting comparing shared decision-making with a web-based decision aid (earpaindecisionaid.org) to usual care for parents of children aged 6 months and older with non-severe AOM. …”
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The Impact of Multifaceted Osteoporosis Group Education on Patients’ Decision-Making regarding Treatment Options and Lifestyle Changes by Annesofie L. Jensen, Gitte Wind, Bente Lomholt Langdahl, Kirsten Lomborg

“…Material and Methods. An interpretive description design using ethnographic methods was utilized with 14 women and three men diagnosed with osteoporosis who attended multifaceted GE. …”
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