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1581“…The results show that the neural network comprehensive evaluation model based on multispecies evolutionary genetic algorithm has the advantages of high practicability, good sorting effect of variable ratio, and good data integration. It can effectively analyze and compare the comprehensive evaluation factors affecting tourism resources in different ratios.…”
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1582por Massarelli, Carmine, Losacco, Daniela, Tumolo, Marina, Campanale, Claudia, Uricchio, Vito Felice“…The methodology is based on data integration applied in a GIS environment. Different available data representing the knowledge of the territory were harmonised, systematised and georeferenced, in order to increase the environmental framework, preserve the contamination of the water resource and give indications on the measures to be implemented to apply in the best way possible the Nitrates Directive. …”
Publicado 2021
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1583“…We adopted an advanced machine learning approach for data integration because Bayesian classifiers, which is the main approach used for constructing existing tissue gene networks, cannot capture the interaction and nonlinearity of genomic features well. …”
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1584“…In this paper, a cloud HBD (health big data) integration system based on ensemble learning is designed to realize the high-efficiency and high-precision integration of HBD. …”
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1585por Karagiannopoulos, Alexandros, Esguerra, Jonathan L.S., Pedersen, Morten G., Wendt, Anna, Prasad, Rashmi B., Eliasson, Lena“…Finally, cis-eQTLs and public GWAS data integration uncovered suggestive genomic signals of association with insulin secretion and T2D. …”
Publicado 2022
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1586por Aguilar-Farias, Nicolas, Roman Mella, Francisca, Cortinez-O’Ryan, Andrea, Carcamo-Oyarzun, Jaime, Cerda, Alvaro, Toledo-Vargas, Marcelo, Miranda-Marquez, Sebastian, Cortes-Morales, Susana, Balboa-Castillo, Teresa“…This child-centered and cross-sectional study will involve mixed methodologies throughout the implementation of five work packages for two years (2022–2023): (1) development of a conceptual framework for child and adolescent wellbeing, (2) integration of available and public data, (3) studies in the local context, (4) data integration using geographic information systems, and (5) validation of the wellbeing opportunity index for children and adolescents. …”
Publicado 2022
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1587por Navarro, Alvaro M., Orti, Fernando, Martínez-Pérez, Elizabeth, Alonso, Macarena, Simonetti, Franco L., Iserte, Javier A., Marino-Buslje, Cristina“…The recent explosion of research in the area still lacks tools for the analysis and data integration among different repositories. Currently, there is not a comprehensive and dedicated database that collects all disease-related variations in combination with the protein location, biological role in the MLO, and all the metadata available for each protein and disease. …”
Publicado 2022
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1588por Clay, Ieuan, Cormack, Francesca, Fedor, Szymon, Foschini, Luca, Gentile, Giovanni, van Hoof, Chris, Kumar, Priya, Lipsmeier, Florian, Sano, Akane, Smarr, Benjamin, Vandendriessche, Benjamin, De Luca, Valeria“…Here we present a meeting report, summarizing key discussion points, relevant literature, and finally a vision for the immediate future, including how multimodal measures can provide value to stakeholders across drug development and care delivery, as well as three key areas where headway will need to be made if we are to continue to build on the encouraging progress so far: collaboration and data sharing, removal of barriers to data integration, and alignment around robust modular evaluation of new measurement capabilities.…”
Publicado 2022
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1589por Erdem, Cemal, Mutsuddy, Arnab, Bensman, Ethan M., Dodd, William B., Saint-Antoine, Michael M., Bouhaddou, Mehdi, Blake, Robert C., Gross, Sean M., Heiser, Laura M., Feltus, F. Alex, Birtwistle, Marc R.“…This work forms a foundational recipe for increased mechanistic model-based data integration on a single-cell level, an important building block for clinically-predictive mechanistic models.…”
Publicado 2022
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1590por Cramer, Eric, Ziadni, Maisa, Scherrer, Kristen Hymel, Mackey, Sean, Kao, Ming-Chih“…CHOIRBM provides functions that simplify the process of analyzing and plotting patient body map data integrated from the CHOIR Body Map (CBM) at both individual patient and large-dataset levels. …”
Publicado 2022
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1591por Ponsuksili, Siriluck, Hadlich, Frieder, Perdomo-Sabogal, Alvaro, Reyer, Henry, Oster, Michael, Trakooljul, Nares, Iqbal, Muhammad Arsalan, Schmucker, Sonja, Stefanski, Volker, Roth, Christoph, Silva, Amélia Camarinha, Huber, Korinna, Sommerfeld, Vera, Rodehutscord, Markus, Wimmers, Klaus“…Here, respective data from two laying hen strains (Lohmann Brown-Classic (LB) and Lohmann LSL-Classic (LSL) collected at 10, 16, 24, 30, and 60 wk of age were analyzed. Data integration revealed strain- and stage-specific biosignatures, including elements indicative of molecular pathways discriminating the strains. …”
Publicado 2022
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1592por Brinca, Ana Teresa, Anjos, Ofélia, Alves, Maria Manuel Casteleiro, Sousa, Ângela, Oliani, António Hélio, Breitenfeld, Luiza, Passarinha, Luís A., Ramalhinho, Ana Cristina, Gallardo, Eugenia“…The chromatographic data integration was performed through solid-phase microextraction (SPME), followed by gas chromatography–mass spectrometry (GC-MS). …”
Publicado 2022
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1593por Wiegelmann, Henrik, Seifert, Imke, Lenart-Bugla, Marta, Łuc, Mateusz, Gerhardus, Ansgar, Szcześniak, Dorota, Rymaszewska, Joanna, Wolf-Ostermann, Karin“…This work presents a mixed research knowledge synthesis, mapping the multidimensional interplay of social health and cognitive functioning in dementia. METHODS: Data integration from 1) systematic review, 2) group model building workshops, (3) iterative integration of multi-national cohort studies (4) ongoing revisions of the social health concept via expert discussions. …”
Publicado 2022
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1594por Molony, Sheila, Fazio, Sam, Zimmerman, Sheryl, Sanchez, Ricci, Montminy, Joe, Barrere, Cindy, Montesano, Rachel, Van Haitsma, Kimberly“…RESULTS: Qualitative analysis of interview data, integration of data from the theoretical and empirical literature and human centered design techniques including brainstorming and ideation were used to define constructs and create prototypes for a new Living Well with Dementia Inventory and Good Day-Bad Day assessment tool. …”
Publicado 2022
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1595por Gautam, Nitesh, Ghanta, Sai Nikhila, Mueller, Joshua, Mansour, Munthir, Chen, Zhongning, Puente, Clara, Ha, Yu Mi, Tarun, Tushar, Dhar, Gaurav, Sivakumar, Kalai, Zhang, Yiye, Halimeh, Ahmed Abu, Nakarmi, Ukash, Al-Kindi, Sadeer, DeMazumder, Deeptankar, Al’Aref, Subhi J.“…In this review, we sought to describe the basics of AI/ML algorithms with a focus on time series forecasting and the current state of AI/ML within the context of wearable technology in HF, followed by a discussion of the present limitations, including data integration, privacy, and challenges specific to AI/ML application within healthcare.…”
Publicado 2022
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1596por Biswas, Neepa, Mondal, Anindita Sarkar, Kusumastuti, Ari, Saha, Swati, Mondal, Kartick Chandra“…Here, Basel II standards are adopted to calculate the expected loss. The required data integration for building machine learning models is done through an automated ETL process. …”
Publicado 2022
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1597por Madissoon, Elo, Oliver, Amanda J., Kleshchevnikov, Vitalii, Wilbrey-Clark, Anna, Polanski, Krzysztof, Richoz, Nathan, Ribeiro Orsi, Ana, Mamanova, Lira, Bolt, Liam, Elmentaite, Rasa, Pett, J. Patrick, Huang, Ni, Xu, Chuan, He, Peng, Dabrowska, Monika, Pritchard, Sophie, Tuck, Liz, Prigmore, Elena, Perera, Shani, Knights, Andrew, Oszlanczi, Agnes, Hunter, Adam, Vieira, Sara F., Patel, Minal, Lindeboom, Rik G. H., Campos, Lia S., Matsuo, Kazuhiko, Nakayama, Takashi, Yoshida, Masahiro, Worlock, Kaylee B., Nikolić, Marko Z., Georgakopoulos, Nikitas, Mahbubani, Krishnaa T., Saeb-Parsy, Kourosh, Bayraktar, Omer Ali, Clatworthy, Menna R., Stegle, Oliver, Kumasaka, Natsuhiko, Teichmann, Sarah A., Meyer, Kerstin B.“…Using computational data integration and analysis, we extend beyond the suspension cell paradigm and discover macro and micro-anatomical tissue compartments including previously unannotated cell types in the epithelial, vascular, stromal and nerve bundle micro-environments. …”
Publicado 2022
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1598“…RESULTS: We present GEMMER (GEnome-wide tool for Multi-scale Modeling data Extraction and Representation), a web-based data-integration tool that facilitates high quality visualization of physical, regulatory and genetic interactions between proteins/genes in Saccharomyces cerevisiae. …”
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1599“…We show that, for a wide variety of applications (cell clustering and recognition, gene signature extraction, single cell data integration, cellular trajectory analysis, dimensionality reduction, and visualization), the proposed approach drastically improves the accuracies of data analyses as compared to the state-of-the-art techniques.…”
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1600por Klein, Jochen“…Providing a set of disambiguated authors is challenging and related to data integration, since this is done in several ways and by different systems, both manually and automatically. …”
Publicado 2016
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