Back to search

Article

Transfer Learning of Clinical Outcomes with Molecular Data, Principles and Perspectives

2021-10-13

Abstract excerpt

Accurate transfer learning of clinical outcomes, e.g., of the effects and side effects of drugs or other interventions, from one cellular context to another (in-vitro versus ex-vivo versus in-vivo, or across tissues), between cell-types, developmental stages, omics modalities or species, is considered tremendously useful. Ultimately, it may avoid most drug development failing in translation, despite large investme...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
c4bb71a9-b3ec-5d65-874b-eb2729e6a0da
DOI
10.20944/preprints202110.0207.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Transfer Learning of Clinical Outcomes with Molecular Data, Principles and PerspectivesDOI 10.20944/preprints202110.0207.v1
Select a neighboring publication to make it the new centre.