A survey on literature based discovery approaches in biomedical domain

V Gopalakrishnan, K Jha, W Jin, A Zhang - Journal of biomedical …, 2019 - Elsevier
Abstract Literature Based Discovery (LBD) refers to the problem of inferring new and
interesting knowledge by logically connecting independent fragments of information units …

A systematic review on literature-based discovery: general overview, methodology, & statistical analysis

M Thilakaratne, K Falkner, T Atapattu - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
The vast nature of scientific publications brings out the importance of Literature-Based
Discovery (LBD) research that is highly beneficial to accelerate knowledge acquisition and …

[HTML][HTML] Reflective random indexing and indirect inference: A scalable method for discovery of implicit connections

T Cohen, R Schvaneveldt, D Widdows - Journal of biomedical informatics, 2010 - Elsevier
The discovery of implicit connections between terms that do not occur together in any
scientific document underlies the model of literature-based knowledge discovery first …

A survey of the recent trends in deep learning for literature based discovery in the biomedical domain

E Cesario, C Comito, E Zumpano - Neurocomputing, 2024 - Elsevier
Every day, enormous amounts of biomedical texts discussing various biomedical topics are
produced. Revealing strong semantic connections hidden in those unstructured data is …

Finding linkage between technology and social issue: A Literature Based Discovery approach

V Ittipanuvat, K Fujita, I Sakata, Y Kajikawa - Journal of Engineering and …, 2014 - Elsevier
Abstract This paper investigates Literature Based Discovery (LBD) approach to reveal
linkages between technology and social issue to elucidate plausible contribution of science …

A systematic review on literature-based discovery workflow

M Thilakaratne, K Falkner, T Atapattu - PeerJ Computer Science, 2019 - peerj.com
As scientific publication rates increase, knowledge acquisition and the research
development process have become more complex and time-consuming. Literature-Based …

Natural language processing for health-related texts

D Demner-Fushman, N Elhadad… - … : Computer applications in …, 2021 - Springer
Narrative text is an important component of communication in health care, including patient-
specific information in health record reports and notes and general biomedical knowledge …

[HTML][HTML] A graph-based recovery and decomposition of Swanson's hypothesis using semantic predications

D Cameron, O Bodenreider, H Yalamanchili… - Journal of biomedical …, 2013 - Elsevier
OBJECTIVES: This paper presents a methodology for recovering and decomposing
Swanson's Raynaud Syndrome–Fish Oil hypothesis semi-automatically. The methodology …

[HTML][HTML] Discovering discovery patterns with predication-based semantic indexing

T Cohen, D Widdows, RW Schvaneveldt… - Journal of biomedical …, 2012 - Elsevier
In this paper we utilize methods of hyperdimensional computing to mediate the identification
of therapeutically useful connections for the purpose of literature-based discovery. Our …

Literature-related discovery (LRD): introduction and background

RN Kostoff - Technological Forecasting and Social Change, 2008 - Elsevier
Discovery in science is the generation of novel, interesting, plausible, and intelligible
knowledge about the objects of study. Literature-related discovery (LRD) is the linking of two …