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...
Ausführliche Beschreibung
Bibliographische Detailangaben
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 |