Polyphony : an Interactive Transfer Learning Framework for Single-Cell Data Analysis

Reference-based cell-type annotation can significantly reduce time and effort in single-cell analysis by transferring labels from a previously-annotated dataset to a new dataset. However, label transfer by end-to-end computational methods is challenging due to the entanglement of technical (e.g., fr...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 1 vom: 01. Jan., Seite 591-601
1. Verfasser: Cheng, Furui (VerfasserIn)
Weitere Verfasser: Keller, Mark S, Qu, Huamin, Gehlenborg, Nils, Wang, Qianwen
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't