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1921por Shickel, Benjamin, Silva, Brandon, Ozrazgat-Baslanti, Tezcan, Ren, Yuanfang, Khezeli, Kia, Guan, Ziyuan, Tighe, Patrick J., Bihorac, Azra, Rashidi, Parisa“…Our longitudinal EHR tokenization and transformer modeling approaches resulted in more accurate predictions compared with baseline machine learning models, which suggest opportunities for future multimodal data integrations and algorithmic support tools using clinical transformer networks.…”
Publicado 2022
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1922por Zhang, Mochen, Zong, Wenting, Zou, Dong, Wang, Guoliang, Zhao, Wei, Yang, Fei, Wu, Song, Zhang, Xinran, Guo, Xutong, Ma, Yingke, Xiong, Zhuang, Zhang, Zhang, Bao, Yiming, Li, Rujiao“…With the rapid accumulation of whole-genome bisulfite sequencing data, integrating, archiving, analyzing, and visualizing those data becomes critical. …”
Publicado 2022
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1923por Jiang, Shuai, Qian, Qiheng, Zhu, Tongtong, Zong, Wenting, Shang, Yunfei, Jin, Tong, Zhang, Yuansheng, Chen, Ming, Wu, Zishan, Chu, Yuan, Zhang, Rongqin, Luo, Sicheng, Jing, Wei, Zou, Dong, Bao, Yiming, Xiao, Jingfa, Zhang, Zhang“…Combined with literature curation and data integration, the current version of Cell Taxonomy establishes a well-structured taxonomy for 3,143 cell types and houses a comprehensive collection of 26,613 associated cell markers in 257 conditions and 387 tissues across 34 species. …”
Publicado 2022
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1924“…This review underlines the exceptional importance of data integration about the mechanisms and functions of the mitochondrial stress response to develop a three-dimensional picture of post-traumatic stress disorder pathophysiology and develop a comprehensive, universal, multifaceted, and effective strategy of managing or treatment post-traumatic stress disorder.…”
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1925“…MOTIVATION: With the development in single-cell multi-omics sequencing technology and data integration algorithms, we have entered the single-cell multi-omics era. …”
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1926por Warr, Lynsie R., Heaton, Matthew J., Christensen, William F., White, Philip A., Rupper, Summer B.“…In this research, we develop a spatially varying mixture model to compare the distribution of precipitation in the High Mountain Asia region as produced by climate models with the corresponding distribution from in situ observations from the Asian Precipitation—Highly Resolved Observational Data Integration Towards Evaluation (APHRODITE) data product. …”
Publicado 2022
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1927por Praça, Joana, Furtado, Rosália, Coelho, Anabela, Correia, Cristina Belo, Borges, Vítor, Gomes, João Paulo, Pista, Angela, Batista, Rita“…This study can indicate poor hygiene practices during milk collection/preservation or during cheese-making procedures and handling, and highlights the need of more effective prevention and control measures and of multi-sectoral WGS data integration, in order to prevent and detect foodborne bacterial outbreaks.…”
Publicado 2023
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1928por Wang, Xiangyu, Guo, Xiaofei, He, Xiaoyun, Di, Ran, Zhang, Xiaosheng, Zhang, Jinlong, Chu, Mingxing“…This innovative data integration in the hypothalamus may provide fresh insight into the mechanisms by which the FecB mutation affects sheep fertility, while providing novel biomarkers related to reproductive endocrinology in sheep breeding.…”
Publicado 2022
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1929“…To make well-informed decisions, it is essential to have a proper data integration strategy, which must allow working with heterogeneous data sources and platforms in interoperable ways. …”
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1930por Angione, Claudio“…Starting from multiomic data collected from patients and N-of-1 trials where individual patients constitute different case studies, methods for model-building and data integration are being used to generate patient-specific models. …”
Publicado 2019
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1931“…Our aim for this review is to provide researchers with insights into the benefits and drawbacks of both the data and methods in terms of level of understanding, biases and interpretation – and to highlight future avenues of investigation which we foresee will improve the field of MoA elucidation, including greater public access to -omics data and methodologies which are capable of data integration.…”
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1932“…RESULTS: Healthcare providers reported challenges with transporting patients to access off-site HIV services, longer waiting periods for antiretroviral therapy (ART) initiation, patient confidentiality, fragmented services for treatment of comorbidities, and a lack of patient data integration between the national psychiatric referral hospital and other facilities such as the Infectious Diseases Care Clinic (IDCC) at the nearby district hospital. …”
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1933por Barton, R A, Afanasiev, S V, Anticic, T, Bächler, J, Barna, D, Barnby, L S, Bartke, Jerzy, Betev, L, Bialkowska, H, Billmeier, A, Blume, C, Blyth, C O, Boimska, B, Botje, M, Bracinik, J, Brady, F P, Bramm, R, Brun, R, Buncic, P, Carr, L, Cebra, D, Cooper, G E, Cramer, J G, Csató, P, Eckhardt, F, Ferenc, D, Filip, P, Fischer, H G, Fodor, Z, Foka, P Y, Freund, P, Friese, V, Ftácnik, J, Gál, J, Gazdzicki, M, Georgopoulos, G, Gladysz-Dziadus, E, Hegyi, S, Hlinka, V, Höhne, C, Igo, G, Ivanov, M, Jacobs, P, Janik, R, Jones, P G, Kadija, K, Kolesnikov, V I, Kollegger, T, Kowalski, M, Van Leeuwen, M, Lévai, Peter, Malakhov, A I, Margetis, S, Markert, C, Mayes, B W, Melkumov, G L, Mischke, A, Molnár, J, Nelson, J M, Odyniec, Grazyna Janina, Pálla, G, Panagiotou, A D, Petridis, A, Pikna, M, Pinsky, L, Poskanzer, A M, Prindle, D J, Pühlhofer, F, Reid, J G, Renfordt, R E, Retyk, W, Ritter, H G, Röhrich, D, Roland, C, Roland, G, Rybicki, A, Sammer, T, Sandoval, A, Sann, H, Schäfer, E, Schmitz, N, Seyboth, P, Siklér, F, Sitár, B, Skrzypczak, E, Snellings, R, Squier, G T A, Stock, Reinhard, Strmen, P, Ströbele, H, Susa, T, Szarka, I, Szentpétery, I, Sziklai, J, Toy, M, Trainor, T A, Trentalange, S, Varga, D, Vassiliou, Maria, Veres, G I, Vesztergombi, G, Voloshin, S A, Vranic, D, Wang, F, Weerasundara, D D, Wenig, S, Wetzler, A, Whitten, C, Xu, N, Yates, T A, Yoo, I K, Zimányi, J“…No signal is observed for Pb+Pb collisions and a production upper limit of 1.36 Lambda (1520) per event indicates an apparent suppression when comparing with scaled p+p data. Integrated phi (1020) yields per event are found to be 7.6+or-1.1 for Pb+Pb and 0.012+or-0.0015 for p+p collisions. …”
Publicado 2001
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1934por Wolf, Ivan Rodrigo, Marques, Lucas Farinazzo, de Almeida, Lauana Fogaça, Lázari, Lucas Cardoso, de Moraes, Leonardo Nazário, Cardoso, Luiz Henrique, Alves, Camila Cristina de Oliveira, Nakajima, Rafael Takahiro, Schnepper, Amanda Piveta, Golim, Marjorie de Assis, Cataldi, Thais Regiani, Nijland, Jeroen G., Pinto, Camila Moreira, Fioretto, Matheus Naia, Almeida, Rodrigo Oliveira, Driessen, Arnold J. M., Simōes, Rafael Plana, Labate, Mônica Veneziano, Grotto, Rejane Maria Tommasini, Labate, Carlos Alberto, Fernandes Junior, Ary, Justulin, Luis Antonio, Coan, Rafael Luiz Buogo, Ramos, Érica, Furtado, Fabiana Barcelos, Martins, Cesar, Valente, Guilherme Targino“…Here, large-scale data integration showed the core EtOH-responsive pathways, lncRNAs, and triggers of higher (HT) and lower (LT) EtOH-tolerant phenotypes. …”
Publicado 2023
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1935por Nunes, Sérgio. P. D. Q., França, Marlon C., Cohen, Marcelo C. L., Pessenda, Luiz C. R., Rodrigues, Erika S. F., Magalhães, Evandro A. S., Silva, Fernando A. B.“…This work identified inland and seaward mangrove migrations along the Ceará-Mirim estuary (Rio Grande do Norte, northeastern Brazil) during the mid–late Holocene and Anthropocene based on sedimentary features, palynological, and geochemical (δ(13)C, δ(15)N, C/N) data integrated with spatial-temporal analysis based on satellite images. …”
Publicado 2023
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1936por Fisher, Malcolm, James-Zorn, Christina, Ponferrada, Virgilio, Bell, Andrew J, Sundararaj, Nivitha, Segerdell, Erik, Chaturvedi, Praneet, Bayyari, Nadia, Chu, Stanley, Pells, Troy, Lotay, Vaneet, Agalakov, Sergei, Wang, Dong Zhuo, Arshinoff, Bradley I, Foley, Saoirse, Karimi, Kamran, Vize, Peter D, Zorn, Aaron M“…Xenbase also enhances the value of Xenopus data through high-quality curation, data integration, providing bioinformatics tools optimized for Xenopus experiments, and linking Xenopus data to human data, and other model organisms. …”
Publicado 2023
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1937por Moser, Konstantin, Mikolajczyk, Rafael, Bauer, Alexander, Tiller, Daniel, Christoph, Jan, Purschke, Oliver, Lückmann, Sara Lena, Frese, Thomas“…Furthermore, the Data Integration Center of the University Medical Center Halle is involved in the project. …”
Publicado 2023
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1938“…This study aimed to evaluate the utility of (18)F-flortaucipir-PET images and multimodal data integration in the differentiation of CU from MCI or AD through DL. …”
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1939“…Further research should focus on functional validation, multi-omics data integration, gene-environment interactions, and clinical relevance in musculoskeletal disorders.…”
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1940por Jankowska, Ewa A., Andersson, Tomas, Kaiser‐Albers, Claudia, Bozkurt, Biykem, Chioncel, Ovidiu, Coats, Andrew J.S., Hill, Loreena, Koehler, Friedrich, Lund, Lars H., McDonagh, Theresa, Metra, Marco, Mittmann, Clemens, Mullens, Wilfried, Siebert, Uwe, Solomon, Scott D., Volterrani, Maurizio, McMurray, John J.V.“…Finally, it was concluded that overarching changes are needed to improve current HF care models, such as the development of a standardized pathway, with a common adaptable digital backbone, decision‐making support, and data integration, to ensure that the model ‘learns’ as the management of HF continues to evolve.…”
Publicado 2023
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