Predicting Remaining Useful Life of Lithium-Ion Batteries for Electric Vehicles Using Machine Learning Regression Models by Sravanthi C L, Dr.J N Chandra sekhar

“…Based on a supervised machine-learning regression approach, this work presents four different regression models like Gradient Boosting Regressor, K-Nearest Neighbor Regressor, Bagging Regressor, and Extra Tree Regressor models to forecast the li-ion battery life for electric vehicles. Using actual battery data from Hawaii National Energy Institute (HNEI), four algorithms were used to forecast remaining useful life (RUL) of batteries. …”
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Development and Validation of a Diagnostic Algorithm for Down Syndrome Using Birth Certificate and International Classification of Diseases Codes by Lin Ammar, Kristin Bird, Hui Nian, Angela Maxwell-Horn, Rees Lee, Tan Ding, Corinne Riddell, Tebeb Gebretsadik, Brittney Snyder, Tina Hartert, Pingsheng Wu

“…Objective: We aimed to develop an algorithm that accurately identifies children with Down syndrome (DS) using administrative data. …”
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CLINICAL FEATURES AND DIAGNOSTIC ALGORITHMS OF CARDIOMYOPATHIES WITH RESTRICTIVE PHENOTYPE CAUSED BY CARDIAC TROPONIN I AND DESMIN GENES MUTATIONS by M.V. Tural'chuk, G.A. Novik, A.Ya. Gudkova

“…The complex of the correct and timely executed diagnostic algorithm will favour optimization of the therapeutic tactics and possibly extend the life of the patient.Key words: cardiomyopathy, restrictive phenotype, cardiac troponin I desmin, gene mutations, diagnostics, treatment.…”
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Machine learning algorithms for maize yield prediction with multispectral imagery: Assessing robustness across varied growing environments by Bala Ram Sapkota, Gurjinder S. Baath, K. Colton Flynn, Kabindra Adhikari, Chad Hajda, Douglas R. Smith

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Enhanced Mamba model with multi-head attention mechanism and learnable scaling parameters for remaining useful life prediction by Fugang Liu, Shenyang Liu, Yuan Chai, Yongtao Zhu

“…In this paper, we propose a remaining useful life (RUL) prediction model based on Mamba, which incorporates learnable parameters and a multi-head attention mechanism; to address the issues faced by traditional algorithms, which struggle to efficiently capture dependencies in long sequences and parallelize the processing of these sequences. …”
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 Who Benefits from AI? Examining Different Demographics' Fairness Perceptions across Personal, Work, and Public Life by Sejin Paik, Ekaterina Novozhilova, Kate K. Mays, James E. Katz

“…Abstract This study examines public perceptions of AI fairness across three societal contexts in the U.S.: personal life, work life, and public life. AI fairness is conceptualized through perceived harms and benefits, offering a nuanced perspective on how individuals assess AI's impact on themselves versus others. …”
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Non-operative management of locally advanced rectal cancer with an emphasis on outcomes and quality of life: a narrative review by In Ja Park

“…Total neoadjuvant therapy increases cCR rates to 30%–60% and expands the pool of WW candidates, but also intensifies the need for standardized response definitions and surveillance algorithms. WW offers organ preservation and quality‑of‑life improvements without compromising survival in carefully selected patients, provided that multidisciplinary teams ensure rigorous response assessment and lifelong monitoring. …”
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Advanced Cascaded Scheduling for Highly Autonomous Production Cells with Material Flow and Tool Lifetime Consideration using AGVs by Eddi Miller, Bastian Engelmann, Tobias Kaupp, Jan Schmitt

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Curvilinear relationship between life's crucial 9 and metabolic syndrome in U.S. adults: a cross-sectional study by Bo Wang, Chunqi Jiang, Pingping Yu, Zhen Nie, Ning Wang, Xin Zhang, Xin Zhang

“…To pinpoint inflection points, we integrated recursive partitioning algorithms with a two-stage linear regression model. …”
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Prehospital critical care beyond advanced life support for out-of-hospital cardiac arrest: A systematic review by Adam J. Boulton, Rachel Edwards, Andrew Gadie, Daniel Clayton, Caroline Leech, Michael A. Smyth, Terry Brown, Joyce Yeung

“…Prehospital critical care was defined as any provider with enhanced clinical competencies beyond standard advanced life support algorithms and dedicated dispatch to critically ill patients. …”
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Assessment of enthesitis in patients with psoriasis: Relationships with clinical features, screening questionnaries results, and quality of life: An ultrasound study by Dulović Dragan, Rančić Nemanja, Božić Ksenija, Stamatović Ratko, Mijušković Željko, Pešić Jasna, Kremić Zorana, Vojinović Radiša, Petronijević Milan

“…The QOL was estimated by the Dermatology Life Quality Index (DLQI). Results. The presence of clinical enthesitis was recorded in 8.7% of patients. …”
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A proposed model using glycation metrics and circulating biomarkers for the prevention of cardiovascular disease by Timothy Valk, Carol McMorrow

“…IntroductionCardiovascular aging starts early in life due to the glycation of critical proteins, though its progression remains undetected in the formative years. …”
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Reproductologist’s current views on etiopathogenesis and treatment of uterine leiomyoma by N. V. Avramenko, D. E. Barkovsky, O. V. Kabachenko, D. V. Letsin

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A Parallel Support Vector Machine algorithm to identify patterns of pollution in Smart Cities for Metropolitan Zone of Guadalajara by Martha Patricia Martínez Vargas, Elsa Estrada Guzmán, Roció Maciel Arellano

“…This work proposes a model for the automatic execution of a classification algorithm using Support Vector Machine implementing libraries in python for parallel processing. …”
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Novel Algorithm to Estimate Fat‐Free Muscle Volumes in Women Using the Urinary Deuterated‐Creatine Dilution Method by Darren Yuen Zhang Tan, Wei Fun Cheong, Shanshan Ji, Amaury Cazenave‐Gassiot, Jane Cauley, Liang Shen, Eu‐Leong Yong

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Methods and algorithms of intellectual support in making managerial decisions in the implementation of security alarm tasks at objects of special importance by O. V. Tolstykh, O. V. Isaev

“…Currently, there is a problem of developing low-cost and functional SOTC controllers with support for algorithms for controlling the totality of elements of life support systems and subsystems of HMB OOV, for example, access control and management systems (ACS), as well as the possibility of integrating the proposed SOTC solutions into existing HMB facilities. …”
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Metaheuristic Algorithm to Find Optimal Sizing of Stand-Alone Hybrid Energy System in Remote Areas: A review by ABBAS Q.MOHAMMED, Kassim A. Al-Anbarri, Ihsan Mousa Jawad

“…These problems can be solved by modern techniques, a metaheuristic algorithm that is more famous than traditional algorithms because it has good results and faster processing time. …”
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A Balanced Power Consumption Algorithm Based on Enhanced Parallel Cat Swarm Optimization for Wireless Sensor Network by Lingping Kong, Jeng-Shyang Pan, Pei-Wei Tsai, Snasel Vaclav, Jiun-Huei Ho

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Clean-Room Air Conditioning Control Based on Improved Min-Max Robust Model Predictive Control Algorithm by Qiang Luo, Ting Wang

“…With the increasing demand for indoor environmental comfort, air conditioning has become an essential electrical device for modern life. To improve the comfort of indoor environment in clean-room and to reduce the operating cost of the equipment, the study proposes an improved Min-Max robust model predictive control algorithm for clean-room air conditioning control strategy. …”
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Clinical case of a patient with focal cortical dysplasia IIa adjacent to the speech center: diagnostic and therapeutic algorithms by N. V. Muzhikina, N. Yu. Koroleva, V. R. Kasumov, P. V. Pushnoy, A. D. Korotkov, I. A. Kotomin, M. V. Kireev

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