multimodal analysisreference mappingsingle cell genomicsThe simultaneous measurement of multiple modalities represents an exciting frontier for single-cell genomics and necessitates computational methods that can define cellular states based on multimodal data. Here, we introduce "weighted-nearest neighbor" ...
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 ...
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...
Abstract: With the development of new media technology, multimodal phenomenon has been widely witnessed nowadays, with no exception to College English classroom. This paper bases itself on systemic functional grammar(SFG)and takes multimodal discourse analysis theory as an analytical framework, setting...
We thus envisioned that a multimodal and programmable platform capable of integrating multiple therapeutic modules to a single agent would offer a general strategy to simultaneously target multiple immune factors in TIME. Herein, we report the triple orthogonal linker (T-Linker)-based platform that ...
The paper focuses on the requirements of a multi-modal transport model and 展开 关键词: Decision making Demand Multimodal transportation Quality of service Route choice Transportation modes Transportation planning DOI: http://dx.doi.org/ 被引量: 44 ...
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 ...