Výsledky vyhledávání - Data-driven algorithms

StimFit—A Data‐Driven Algorithm for Automated Deep Brain Stimulation Programming Autor Roediger, Jan, Dembek, Till A., Wenzel, Gregor, Butenko, Konstantin, Kühn, Andrea A., Horn, Andreas

“… Objective We developed an automated algorithm to identify optimal stimulation settings in Parkinson's disease (PD…”
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2022-RA-1085-ESGO Using data-driven algorithms and real-world data for updating endometrial clinical practice guidelines Autor van der Hel, Olga L, Ebben, Kees, van Vegchel, Thijs, Torres, Arturo Moncada, van der Werf, Jurrian, van der Aa, Maaike A, de Kroon, Cor D

“…Introduction/BackgroundClinical practice guidelines (CPGs) are commonly structured as manuals, where best practices are described as free text. Since most…”
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Experimental data - driven algorithm to predict muckpile characteristics in jointed overburden bench using unmanned aerial vehicle and AI tools Autor Chandrahas, N. Sri, Fissha, Yewuhalashet, Choudhary, Bhanwar Singh, Olamide Taiwo, Blessing, Venkataramayya, M. S., Adachi, Tsuyoshi

“… As a result, the particle swarm optimisation (PSO) algorithm and the firefly algorithm were relied on to shore up the efficacy of the XG Boost conventional model…”
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Author Correction: Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi Autor Rakers, Margot, Mwale, Daniel, de Mare, Lieke, Chirambo, Lezzie, Bierling, Bart, Likumbo, Alice, Langton, Josephine, Chavannes, Niels, van Os, Hendrikus, Calis, Job, Dellimore, Kiran, Villalobos-Quesada, María

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A Data-Driven Algorithm to Redefine the U.S. Rural Landscape: Affinity Propagation as a Mixed-Data/Mixed-Method Tool Autor Heumann, Benjamin W., Graziano, Marcello, Fiaschetti, Maurizio

“…This study demonstrates the application of affinity propagation as a data-driven approach to identifying and mapping typologies of place along the urban-rural continuum…”
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Data-driven algorithm for real-time fatigue life prediction of structures with stochastic parameters Autor Feng, S.Z., Han, X., Ma, Z.J., Królczyk, Grzegorz, Li, Z.X.

“… To bridge this research gap, this work proposed a data-driven learning algorithm to improve the prediction capacity of fatigue life by considering stochastic parameters of structures…”
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Open-source chemogenomic data-driven algorithms for predicting drug–target interactions Autor Hao, Ming, Bryant, Stephen H, Wang, Yanli

“…Abstract While novel technologies such as high-throughput screening have advanced together with significant investment by pharmaceutical companies during the…”
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A data‐driven algorithm to determine 1H‐MRS basis set composition Autor Davies‐Jenkins, Christopher W., Zöllner, Helge J., Simicic, Dunja, Alcicek, Seyma, Edden, Richard A. E., Oeltzschner, Georg

“…‐of‐concept study, we demonstrate a novel, data‐driven approach for deciding the basis‐set composition using Akaike information criteria (AIC…”
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Data Science and Model Predictive Control: A Survey of Recent Advances on Data-Driven MPC Algorithms Autor Menezes Morato, Marcelo, Spinola Felix, Monica

“… As of this, developing MPC algorithms directly from data has recently received a considerable amount of attention over the last couple of years…”
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A data‐driven algorithm to determine 1 H ‐ MRS basis set composition Autor Davies‐Jenkins, Christopher W., Zöllner, Helge J., Simicic, Dunja, Alcicek, Seyma, Edden, Richard A. E., Oeltzschner, Georg

“… In this proof-of-concept study, we demonstrate a novel, data-driven approach for deciding the basis-set composition using Akaike information criteria (AIC…”
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Leveraging the Hankel norm approximation and data‐driven algorithms in reduced order modeling Autor Yu, Annan, Townsend, Alex

“… Glover developed the Hankel norm approximation (HNA) algorithm for optimally reducing the system in the Hankel norm, and we study its numerical issues…”
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Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation Autor Li, Jian-Yu, Zhan, Zhi-Hui, Wang, Chuan, Jin, Hu, Zhang, Jun

“…By efficiently building and exploiting surrogates, data-driven evolutionary algorithms (DDEAs…”
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Data-Driven Algorithms for Classification of In- and Outpatients in the Danish National Patient Register Autor Buchardt, Ann-Sophie, Madsen, Pi, Jensen, Andreas

“… (inpatient, elective outpatient, acute outpatient) was removed. This study proposes and evaluates algorithms to classify hospital contacts into these categories in DNPR3…”
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Data‐driven algorithm for myelin water imaging: Probing subvoxel compartmentation based on identification of spatially global tissue features Autor Omer, Noam, Galun, Meirav, Stern, Neta, Blumenfeld‐Katzir, Tamar, Ben‐Eliezer, Noam

“… Herein, we present a data‐driven mcT2 analysis, which utilizes the statistical strength of identifying spatially global mcT2 motifs in white matter segments before deconvolving the local signal at each voxel…”
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External validation of a data‐driven algorithm for muscular activity identification during sleep Autor Cesari, Matteo, Christensen, Julie A. E., Sorensen, Helge B. D., Jennum, Poul, Mollenhauer, Brit, Muntean, Maria‐Lucia, Trenkwalder, Claudia, Sixel‐Döring, Friederike

“… biased. This work aims to validate our data‐driven algorithm for muscular activity detection during sleep, originally developed based on data recorded and manually scored at the Danish Center for Sleep Medicine…”
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Multifeature‐based online remaining useful life prediction of lithium‐ion batteries in stages using cascaded data‐driven algorithm Autor Tao, Liujun, Wu, Huaiyu, Zheng, Xiujuan

“…‐driven prediction algorithm for RUL. Health indicators (HIs) are extracted from the charge…”
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A Control Algorithm for Sea–Air Cooperative Observation Tasks Based on a Data-Driven Algorithm Autor Hu, Kai, Chen, Xu, Xia, Qingfeng, Jin, Junlan, Weng, Liguo

“… In this paper, aiming at the first problem of the USV following the isotherm in an unknown environment, a data-driven Deep Deterministic Policy Gradient (DDPG…”
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Reliable anomaly detection in water systems using the self-adjusting, label-free, data-driven algorithm (SALDA) Autor Najafi, Hessam, Huang, Jinhui Jeanne

“… This study introduces SALDA, a self-adjusting, label-free, data-driven algorithm for anomaly detection that dynamically updates its baseline without requiring pre-labeled data…”
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Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi Autor Rakers, Margot, Mwale, Daniel, de Mare, Lieke, Chirambo, Lezzie, Bierling, Bart, Likumbo, Alice, Langton, Josephine, Chavannes, Niels, van Os, Hendrikus, Calis, Job, Dellimore, Kiran, Villalobos-Quesada, María

“…). Patient monitors equipped with data-driven algorithms that monitor and integrate clinical data can optimise scarce resources (e.g. trained staff…”
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Data-driven Development of ROTEM and TEG Algorithms for the Management of Trauma Hemorrhage: A Prospective Observational Multicenter Study Autor Baksaas-Aasen, Kjersti, Van Dieren, Susan, Balvers, Kirsten, Juffermans, Nicole P, Næss, Pål A, Rourke, Claire, Eaglestone, Simon, Ostrowski, Sisse R, Stensballe, Jakob, Stanworth, Simon, Maegele, Marc, Goslings, J C, Johansson, Pär I, Brohi, Karim, Gaarder, Christine

“…Developing pragmatic data-driven algorithms for management of trauma induced coagulopathy (TIC…”
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