An unsupervised learning approach to identify novel signatures of health and disease from multimodal data

Abstract Background Modern medicine is rapidly moving towards a data-driven paradigm based on comprehensive multimodal health assessments. Integrated analysis of data from different modalities has the potential of uncovering novel biomarkers and disease signatures. Methods We collected 1385 data fea...

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-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Ilan Shomorony, Elizabeth T. Cirulli, Lei Huang, Lori Napier, Robyn Heister, Michael Hicks, Isaac Cohen, Hung‐Chun Yu, Christine Leon Swisher, Natalie M. Schenker-Ahmed, Weizhong Li, William Nelson, Pamila Brar, Andrew M. Kahn, Timothy D. Spector, C. Thomas Caskey, J. Craig Venter, David S. Karow, Ewen F. Kirkness, Naisha Shah
Формат: Artigo
Хэл сонгох:англи
Хэвлэсэн: 2020
Онлайн хандалт:https://doi.org/10.1186/s13073-019-0705-z
https://genomemedicine.biomedcentral.com/track/pdf/10.1186/s13073-019-0705-z
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