“Weighted nearest neighbor” analysis integrates multimodal single-cell data • A multimodal reference “atlas” of the circulating human immune system • Identification and validation of novel sources of lymphoid heterogeneity • “Reference-based” mapping of query datasets onto a multimodal atlas...
To date, single-cell studies of human white adipose tissue (WAT) have been based on small cohort sizes and no cellular consensus nomenclature exists. Herein, we performed a comprehensive meta-analysis of publicly available and newly generated single-cell, single-nucleus, and spatial transcriptomic ...
In this paper, we proposed a multimodal data acquisition and analysis system called INSMA, with the ability to acquire, store, process, and visualize multiple types of data from the Philips IntelliVue patient monitor. We also discuss how the acquired data can be used for patient state tracking...
Integrated analysis of multimodal single-cell data. Cell. 2021;184:3573–3587.e3529. Article CAS PubMed PubMed Central Google Scholar Download references Acknowledgements We thank the members of the Center for Computational Systems Medicine (CCSM) for valuable discussion. Funding RL were partially ...
(2) Integrated analysis of multimodal single-cell data, Hao et al., Cell, 2020 (3) Fast, sensitive and accurate integration of single-cell data with Harmony, Korsunsky et al., Nature Methods, 2019 Releases1 Publication v1.0.0Latest
M-SENA is an open-sourced platform for Multimodal Sentiment Analysis. It aims to facilitate advanced research by providing flexible toolkits, reliable benchmarks, and intuitive demonstrations. The platform features a fully modular video sentiment analysis framework consisting of data management, feature ...
Representation learning is a significant and challenging task in multimodal sentiment analysis (MSA). It aims to improve the performance of model by learning effective unimodal or multimodal representation. To obtain desired characteristics of representation, various constraints are proposed in previous works...
Deixis: an integrated interactional multimodal analysis173Lorenza MondadaFreiburg Institute for Advanced StudiesICAR Research Lab (CNRS, University of Lyon)Deixis: an integrated interactional multimodal analysis1.IntroductionThis chapter focuses on the highly coordinated adjustments occurring be-tween speaker and...
Asystemicfunctionalanalysisofmultimodalclassroomdiscourse-ACaseForward 系统标签: 多模态话语课堂multimodal前景语法 3762013年第8期总第130期No.8.2013Sum130佳木斯教育学院学报基于系统功能语法的多模态课堂话语分析——以《前景实用英语综合教程2》教学为例王送军(江门职业技术学院外语系广东江门529000)摘要:随着新媒体技术...
growing knowledge base on the properties and function of cell types that are affected in disease. The Seattle Alzheimer’s Disease Brain Cell Atlas (SEA-AD) consortium aims to use these advances to produce the highest-resolution, multimodal, brain-wide cell atlas of AD and related dementias ...