Pulse Brain · Growing Health Evidence Index
Peer-reviewed

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing

Subhrajit Roy, Diana Mincu, Eric Loreaux, Anne Mottram, Ivan Protsyuk, Natalie Harris, Yuan Xue, Jessica Schrouff, Hugh Montgomery, Alistair Connell, Nenad Tomašev, Alan Karthikesalingam, Martin Seneviratne

Journal of the American Medical Informatics Association · 2021

Read source ↗ All evidence

Summary

The SeqSNR architecture shows superior label efficiency compared with ST and naive multitasking, suggesting utility in scenarios in which endpoint labels are difficult to ascertain.

Source type
Peer-reviewed study
DOI
10.1093/jamia/ocab101
Catalogue ID
BFmoakvpzf-y0rwe3
Pulse AI · ask about this record

Dig deeper with Pulse AI.

Pulse AI has read the whole catalogue. Ask about this record, its theme, or how the findings apply to UK farming and policy — every answer cites the underlying studies.

How does this finding apply in a UK context?→What are the most cited records on this topic?→