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检索条件"主题词=Multimodal data integration"
33 条 记 录,以下是11-20 订阅
排序:
Holistic Characterization of a Salmonella Typhimurium Infection Model Using Integrated Molecular Imaging
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JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021年 第12期32卷 2791-2802页
作者: Strittmatter, Nicole Kanvatirth, Panchali Inglese, Paolo Race, Alan M. Nilsson, Anna Dannhorn, Andreas Kudo, Hiromi Goldin, Robert D. Ling, Stephanie Wong, Edmond Seeliger, Frank Serra, Maria Paola Hoffmann, Scott Maglennon, Gareth Hamm, Gregory Atkinson, James Jones, Stewart Bunch, Josephine Andren, Per E. Takats, Zoltan Goodwin, Richard J. A. Mastroeni, Pietro Univ Cambridge Dept Vet Med Cambridge CB3 0ES England AstraZeneca R&D Biopharmaceut Discovery Sci Alderley Pk Macclesfield SK10 4TG Cheshire England Imperial Coll London Fac Med Dept Metab Digest & Reprod London SW7 2AZ England AstraZeneca Clin Pharmacol & Safety Sci R&D Cambridge CB4 0WG England Uppsala Univ Med Mass Spectrometry Imaging Dept Pharmaceut Biosci S-75124 Uppsala Sweden Uppsala Univ Sci Life Lab Spatial Mass Spectrometry S-75124 Uppsala Sweden Imperial Coll London Div Digest Dis Sect Pathol St Marys Hosp London W2 1NY England Charing Cross Hosp Dept Cellular Pathol London W6 8RF England AstraZeneca Biol Engn R&D Cambridge CB4 0WG England Univ Edinburgh BHF Ctr Cardiovasc Sci Queens Med Res Inst Edinburgh EH16 4TJ Midlothian Scotland Natl Phys Lab Natl Ctr Excellence Mass Spectrometry Imaging NiC Teddington TW11 0LW Middx England Univ Glasgow Inst Infect Immun & Inflammat Coll Med Vet & Life Sci Glasgow G12 8TA Lanark Scotland Tech Univ Munich Fac Chem D-85748 Garching Germany
A more complete and holistic view on host-microbe interactions is needed to understand the physiological and cellular barriers that affect the efficacy of drug treatments and allow the discovery and development of new... 详细信息
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An Overview of data integration in Neuroscience With Focus on Alzheimer's Disease
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2024年 第4期28卷 1824-1835页
作者: Turrisi, Rosanna Squillario, Margherita Abate, Giulia Uberti, Daniela Barla, Annalisa Univ Genoa I-16146 Genoa Italy IRCCS Osped Policlin San Martino LISCOMP Lab I-16132 Genoa Italy Univ Brescia I-25121 Brescia Italy
This article represents the first attempt to provide an overview of how to face data integration as the result of a dialogue between neuroscientists and computer scientists. Indeed, data integration is fundamental for... 详细信息
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Altered correlation of concurrently recorded EEG-fMRI connectomes in temporal lobe epilepsy
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NETWORK NEUROSCIENCE 2024年 第2期8卷 466-485页
作者: Wirsich, Jonathan Iannotti, Giannina Rita Ridley, Ben Shamshiri, Elhum A. Sheybani, Laurent Grouiller, Frederic Bartolomei, Fabrice Seeck, Margitta Lazeyras, Francois Ranjeva, Jean-Philippe Guye, Maxime Vulliemoz, Serge Univ Hosp Div Neurol EEG & Epilepsy Unit Geneva Switzerland Univ Geneva Geneva Switzerland Aix Marseille Univ CNRS CRMBM 7339 Marseille France CHU Timone AP HM CEMEREM Marseille France IRCCS Ist Sci Neurolog Bologna Bologna Italy UCL Queen Sq Inst Neurol Queen Sq London England Univ Geneva Swiss Ctr Affect Sci Geneva Switzerland Aix Marseille Univ UMR 1106 INS INSERM Marseille France CHU Timone AP HM Serv Hepatogastroenterol Marseille France Univ Geneva Dept Radiol & Med Informat Geneva Switzerland
Whole-brain functional connectivity networks (connectomes) have been characterized at different scales in humans using EEG and fMRI. multimodal epileptic networks have also been investigated, but the relationship betw... 详细信息
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Mirror Mirror on the Wall ... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization
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IEEE TRANSACTIONS ON MULTIMEDIA 2017年 第7期19卷 1467-1481页
作者: Henriquez, Pedro Matuszewski, Bogdan J. Andreu-Cabedo, Yasmina Bastiani, Luca Colantonio, Sara Coppini, Giuseppe D'Acunto, Mario Favilla, Riccardo Germanese, Danila Giorgi, Daniela Marraccini, Paolo Martinelli, Massimo Morales, Maria-Aurora Pascali, Maria Antonietta Righi, Marco Salvetti, Ovidio Larsson, Marcus Stromberg, Tomas Randeberg, Lise Bjorgan, Asgeir Giannakakis, Giorgos Pediaditis, Matthew Chiarugi, Franco Christinaki, Eirini Marias, Kostas Tsiknakis, Manolis Univ Cent Lancashire Preston PR1 2HE Lancs England CNR IFC Inst Clin Physiol I-56124 Pisa Italy CNR ISTI Inst Informat Sci & Technol I-56124 Pisa Italy CNR ISM Inst Struct Matter I-00185 Rome Italy Linkoping Univ S-58183 Linkoping Sweden Norwegian Univ Sci & Technol N-7491 Trondheim Norway Fdn Res & Technol Hellas Inst Comp Sci Iraklion 70013 Greece Technol Educ Inst Crete Dept Informat Engn Iraklion 71410 Greece
A person's well-being status is reflected by their face through a combination of facial expressions and physical signs. The SEMEOTICONS project translates the semeiotic code of the human face into measurements and... 详细信息
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Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system
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COMPUTER VISION AND IMAGE UNDERSTANDING 2016年 148卷 3-22页
作者: Andreu, Yasmina Chiarugi, Franco Colantonio, Sara Giannakakis, Giorgos Giorgi, Daniela Henriquez, Pedro Kazantzaki, Eleni Manousos, Dimitris Marias, Kostas Matuszewski, Bogdan J. Pascali, Maria Antonietta Pediaditis, Matthew Raccichini, Giovanni Tsiknakis, Manolis Univ Cent Lancashire Sch Comp Engn & Phys Sci Robot & Comp Vis Res Lab Preston PR1 2HE Lancs England Natl Res Council Italy Inst Informat Sci & Technol Via G Moruzzi 1 I-56124 Pisa Italy Fdn Res & Technol Hellas FORTH Inst Comp Sci N Plastira 100 GR-70013 Iraklion Crete Greece Technol Educ Inst Crete Biomed Informat & eHlth Lab GR-71004 Iraklion Crete Greece
In the recent years personal health monitoring systems have been gaining popularity, both as a result of the pull from the general population, keen to improve well-being and early detection of possibly serious health ... 详细信息
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Improving streamflow predictions across CONUS by integrating advanced machine learning models and diverse data
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ENVIRONMENTAL RESEARCH LETTERS 2024年 第10期19卷 104009页
作者: Tayal, Kshitij Arvind, Renganathan Lu, Dan Oak Ridge Natl Lab Computat Sci & Engn Div Oak Ridge TN 37830 USA
Accurate streamflow prediction is crucial to understand climate impacts on water resources and develop effective adaption strategies. A global long short-term memory (LSTM) model, using data from multiple basins, can ... 详细信息
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Orthogonalized Kernel Debiased Machine Learning for multimodal data Analysis
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 2023年 第543期118卷 1796-1810页
作者: Dai, Xiaowu Li, Lexin Univ Calif Berkeley Dept Econ Berkeley CA 94720 USA Univ Calif Berkeley Dept Elect Engn & Comp Sci Berkeley CA USA Univ Calif Berkeley Dept Biostat & Epidemiol Berkeley CA USA
multimodal imaging has transformed neuroscience research. While it presents unprecedented opportunities, it also imposes serious challenges. Particularly, it is difficult to combine the merits of the interpretability ... 详细信息
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Intricacies of single-cell multi-omics data integration
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TRENDS IN GENETICS 2022年 第2期38卷 128-139页
作者: Rautenstrauch, Pia Vlot, Anna Hendrika Cornelia Saran, Sepideh Ohler, Uwe Max Delbruck Ctr Mol Med Berlin Inst Med Syst Biol D-10115 Berlin Germany Humboldt Univ Dept Comp Sci D-10117 Berlin Germany Humboldt Univ Dept Biol D-10117 Berlin Germany
A wealth of single-cell protocols makes it possible to characterize different molecular layers at unprecedented resolution. Integrating the resulting multi modal single-cell data to find cell-to-cell correspondences r... 详细信息
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STASCAN deciphers fine-resolution cell distribution maps in spatial transcriptomics by deep learning
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GENOME BIOLOGY 2024年 第1期25卷 1-28页
作者: Wu, Ying Zhou, Jia-Yi Yao, Bofei Cui, Guanshen Zhao, Yong-Liang Gao, Chun-Chun Yang, Ying Zhang, Shihua Yang, Yun-Gui China Natl Ctr Bioinformat Beijing 100101 Peoples R China Chinese Acad Sci Beijing Inst Genom Beijing 100101 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China Univ Chinese Acad Sci Coll Future Technol Beijing 100049 Peoples R China Chinese Acad Sci Acad Math & Syst Sci CEMS RCSDSNCMIS Beijing 100190 Peoples R China Univ Chinese Acad Sci Sch Math Sci Beijing 100049 Peoples R China Univ Chinese Acad Sci Hangzhou Inst Adv Study Sch Life Sci Key Lab Syst Hlth Sci Zhejiang Prov Hangzhou 310024 Peoples R China Univ Chinese Acad Sci Sino Danish Coll Beijing 101408 Peoples R China Chinese Acad Sci Inst Stem Cell & Regenerat Beijing 100101 Peoples R China
Spatial transcriptomics technologies have been widely applied to decode cellular distribution by resolving gene expression profiles in tissue. However, sequencing techniques still limit the ability to create a fine-re... 详细信息
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A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-15页
作者: Choi, Arom Lee, Kwanhyung Hyun, Heejung Kim, Kwang Joon Ahn, Byungeun Lee, Kyung Hyun Hahn, Sangchul Choi, So Yeon Kim, Ji Hoon Yonsei Univ Dept Emergency Med Coll Med 50-1 Yonsei Ro Seoul South Korea Yonsei Univ Inst Innovat Digital Healthcare 50 Yonsei Ro Seoul South Korea AITRICS Corp 218 Teheran Ro Seoul South Korea Yonsei Univ Dept Internal Med Div Geriatr Coll Med Seoul South Korea
The array of complex and evolving patient data has limited clinical decision making in the emergency department (ED). This study introduces an advanced deep learning algorithm designed to enhance real-time prediction ... 详细信息
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