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Mining scientific literature about ageing to support better understanding and treatment of degenerative diseases

Published on Oct 21, 20151215 Views

Donatella Gubiani

In this paper we demonstrate how literature mining can support experts in biomedicine on their way towards new discoveries. This is very important in complex, not yet sufficiently understood domain

SiKDD 2015 - Ljubljana

Related categories

Artificial IntelligenceData Mining

Chapter list

Mining scientific literature about ageing to support better understanding and treatment of degenerative diseases00:00
Introduction00:21
Methodology01:14
Methodology - Step 101:46
Methodology - Step 202:28
Ontologies and OntoGen02:42
Methodology - Step 303:18
Open discovery process03:43
RaJoLink05:08
Analysis of the domain06:43
Analysis of the domain "ageing"07:16
Analysis of the domain "ageing" and "food"08:02
Searching for connections explaining "BRAIN-GUT axis"09:23
Rare10:28
Joint11:56
Joint Terms12:27
Linking between "microbiota" and "alzheimer"13:38
Linking between "microbiota" and "alzheimer" through diabetes and obesity14:38
Conclusions and Future Work - 115:10
Conclusions and Future Work - 216:34