A pediatric emergency prediction model using natural language process in the pediatric emergency department by Arum Choi, Chohee Kim, Jisu Ryoo, Jangyeong Jeon, Sangyeon Cho, Dongjoon Lee, Junyeong Kim, Changhee Lee, Woori Bae

“…Shapley-based explanations provided insights into model predictions, underlining the potential of these technologies in medical decision-making. This study demonstrates the potential of advanced DL techniques for NLP in emergency medical settings, offering a more precise and efficient approach to managing healthcare resources and improving patient outcomes.…”
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The liminal space between hope and grief: The phenomenon of uncertainty as experienced by people living with relapsing-remitting multiple sclerosis. by Eva C van Reenen, Inge A M van Nistelrooij, Leo H Visser, Janet W K de Beukelaar, Stephan T F M Frequin, Alistair R Niemeijer

“…Uncertainty has been linked to adverse psychological effects such as feelings of heightened vulnerability, avoidance of decision-making, fear, worry, anxiety disorders, and even depression. …”
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IEEE 802.15.7-Compliant Full Duplex Visible Light Communication: Interference Analysis and Experimentation by Stefano Caputo, Stefano Ricci, Lorenzo Mucchi

“…This research offers a perspective on the practical implications and trade-offs associated with adopting either half- and full-duplex VLC communication paradigm, paving the way for informed decision-making in the design and deployment of intelligent transportation systems (ITS) based on IEEE 802.15.7 networks.…”
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Patient-Reported Outcomes of Visual Disturbances with a Trifocal Intraocular Lens: A Meta-Analysis by Dagny Zhu, Suyen Karki, Mukesh Dhariwal, Erkki Soini, Christian Asseburg

“…These findings should inform clinical decision-making and treatment choices when selecting the most appropriate IOL implant for cataract surgery.…”
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Continuous Reinforcement Algorithm and Robust Economic Dispatching-Based Spot Electricity Market Modeling considering Strategic Behaviors of Wind Power Producers and Other Particip... by Zhenyu Zhao, Shuguang Yuan, Qingyun Nie, Weishang Guo

“…Because the gradient descent continuous actor-critic algorithm is demonstrated as an effective method in dealing with Markov’s decision-making problems with continuous state and action spaces and the robust economic dispatch model can optimize the permitted real-time wind power deviation intervals based on wind power producers’ bidding power output, in this paper, considering bidding interactions among wind power producers and other participants, we propose a gradient descent continuous actor-critic algorithm-based hour-ahead electricity market modeling approach with the robust economic dispatch model embedded. …”
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Transactive energy management for efficient scheduling and storage utilization in a grid-connected renewable energy-based microgrid by Peter Anuoluwapo Gbadega, Olufunke Abolaji Balogun

“…SMA achieves faster convergence, ensuring timely decision-making even in dynamic market conditions. This research highlights the critical role of advanced energy management strategies and battery storage in improving economic and operational efficiency in renewable energy microgrids.…”
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Risk factors burden in Cuba, Latin American and the Caribbean region by Armando Seuc Jo, Mayelin Mirabal Sosa, Yanet García Serrano, Karen Alfonso Sague, Oscar Díaz Díaz, Delia María Gálvez Medina

“…These data, appropriately selected and processed, can be very useful for health decision-making.</p>…”
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Prolonged Remission in Metastatic Ano‐Rectal Malignant Melanoma With Single Agent Temozolomide by Anusha Mruthyunjaya Swamy, Deepak Sundriyal, Mayank Kapoor, Mridul Khanna, Ravi Hari Phulware, Kranthi Kumar Jandrasupalli, Ujjawal Shriwastav, Amit Sehrawat

“…Owing to her poor performance status (PS) and non‐affordability of immunotherapy, after informed decision‐making, she was started on single agent, temozolomide. …”
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Spontaneous Recovery of Paraplegia in a Polytrauma Patient following Spinal Cord Ischemia due to Type B Traumatic Aortic Dissection by Pedro Ramos Jurado, Fernando Hernández Aragón, Víctor Aaron Miranda González, Jesús Antonio Loya Silva, Edgar Azael Pérez Gutiérrez, Nadia Karina Portillo Ortiz, Adriana Cristina Quintana Vázquez, Luisa Fernanda Trujillo Venzor, Eduardo Enrique Gámez Aponte, Arturo Aguirre Madrid, Edmundo Berumen Nafarrate

“…The endovascular aortic repair was performed, resulting in a positive clinical evolution due to the important participation of the multidisciplinary trauma team involved in patient management and prompted decision-making.…”
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Development of an overarching framework for anticipating and assessing adverse and other unintended consequences of public health interventions (CONSEQUENT): a best-fit framework s... by Jan M Stratil, Eva A Rehfuess, Ani Movsisyan, Kathryn Oliver, Renke L Biallas

“…The first component comprises eight domains of consequences: health, health system, human rights, acceptability and adherence, equality, and equity, social and institutional, economic and resources, and the environment.Conclusion The CONSEQUENT framework is intended to facilitate classification and conceptualisation of AUCs of PH interventions during their development or evaluation to support evidence-informed decision-making.…”
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Effect of Weather on COVID-19 Transmission and Mortality in Lagos, Nigeria by Christian Ogaugwu, Hammed Mogaji, Euphemia Ogaugwu, Uchechukwu Nebo, Hilary Okoh, Stanley Agbo, Andrew Agbon

“…This study contributes more knowledge on COVID-19 and will benefit efforts and decision-making geared towards its control.…”
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Validation of a Simple Score for Mortality Prediction in a Cohort of Unselected Emergency Patients by Jeannette-Marie Busch, Isabelle Arnold, John Kellett, Mikkel Brabrand, Roland Bingisser, Christian H. Nickel

“…Prognostication is an important component of medical decision-making. A patients’ general prognosis can be difficult to measure. …”
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Graves’ Ophthalmopathy: VISA versus EUGOGO Classification, Assessment, and Management by Jesús Barrio-Barrio, Alfonso L. Sabater, Elvira Bonet-Farriol, Álvaro Velázquez-Villoria, Juan C. Galofré

“…The VISA (vision, inflammation, strabismus, and appearance), and the European Group of Graves’ Orbitopathy (EUGOGO) classifications are the two widely used grading systems conceived to assess the activity and severity of GO and guide the therapeutic decision making. A critical analysis of classification, assessment, and management systems is reported. …”
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High tackle headache: implications of referee agreement for tackle height law change by Carly D McKay, Ash Kolstad, Stephen W West, Ruth Leese, Ricardo T Sant'Anna

“…This study aimed to understand whether referees can reach the same conclusion regarding tackle height in a controlled environment (ie, video) and whether priming influenced these decisions.Methods Forty-eight active referees completed a questionnaire based on high-tackle decision-making guidelines after watching tackles. Participants were randomly assigned one of two instructional videos containing a high or legal tackle to investigate the impact of priming on law interpretation.Results The percent agreement regarding tackle height was 78.1% between participants, 62.7% between participants and an experienced analyst, and 74.0% between participants and a gold-standard referee. …”
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Spatial Planning of Electric Vehicle Infrastructure for Belo Horizonte, Brazil by Evaldo Costa, Arthur Paiva, Julia Seixas, Gustavo Costa, Patrícia Baptista, Brian Ó. Gallachóir

“…The study highlights the most important attributes that need to be considered for the installation of an EVSE network in an urban space for a developing country. Multi-Criteria Decision Making (MCDM), the Weighted Linear Combination (WLC) method, and the Analytical Hierarchy Process (AHP) technique based on the inputs from a group of Brazilian electrical mobility specialists, coupled with a Geographic Information System (GIS) modeling tool, were used for this study. …”
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Advanced load balancing techniques using MIMO fuzzy logic: A panel distribution case study at state polytechnic of Malang by Ika Noer Syamsiana, Harry Hassidiqi, Wijaya Kusuma, Anang Dasa Novfowan, Arwin Datumaya Wahyudi Sumari, Chandra Wiharya

“…The objective of this research is to make a significant contribution to improving the efficiency, reliability, and scalability of the power distribution system, with the ultimate goal of maximizing the use of electrical equipment.It will facilitate the implementation of more intelligent and adaptive decision-making processes. The method is as follows: • The fuzzy approach used a multi-input multi-output (MIMO) system with rule-base 3 × 3 × 3 matrix. • The Sugeno method was selected due to its utilization of a constant mathematical function. …”
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Exploration Degree Bias: The Hidden Influence of Node Degree in Graph Neural Network-Based Reinforcement Learning by Peter Tarabek, David Matis

“…We show that EDB arises from the inherent design of GNNs, where nodes with high or low degrees disproportionately influence output logits used for decision-making. This phenomenon impacts exploration in RL, skewing it away from mid-degree nodes, potentially hindering the discovery of optimal policies. …”
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ProNDN: MCDM-Based Interest Forwarding and Cooperative Data Caching for Named Data Networking by Cong Pu

“…The ProNDN consists of multicriteria decision-making (MCDM) based interest forwarding and cooperative data caching. …”
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Towards Sustainability: Tracking Carbon Footprint Trends at Ezemvelo KZN Wildlife by Kgaphudi Wendy Madiope, Jacob Adedayo Adedeji, Sebataolo Rahlao

“…The findings of this study direct EKZNW toward ecologically conscious behaviors by acting as a catalyst for educated decision-making. The insight gained paves the way for proactive steps to lower carbon emissions, coordinating conservation efforts with more general goals of sustainability and climate resilience. …”
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GEOGRAPHICAL ANALYSIS OF THE FINANCIAL PERFORMANCE OF ACCOMMODATION FACILITIES IN SLOVAKIA: REGIONAL DIFFERENCES AND STABILITY INDICATORS by Jozef LUKÁČ, Peter GALLO, Zuzana KUDLOVÁ

“…These findings offer valuable insights for investors and managers in the hospitality industry, aiding in strategic decision -making regarding the placement and management of accommodation facilities. …”
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