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 …

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 …

[KNJIGA][B] Bioinformatics: an introduction

J Ramsden - 2023 - books.google.com
This invaluable textbook presents a self-contained introduction to the field of bioinformatics.
Providing a comprehensive breadth of coverage while remaining accessibly concise, the …

Large-scale identification of social and behavioral determinants of health from clinical notes: comparison of Latent Semantic Indexing and Generative Pretrained …

S Roy, S Morrell, L Zhao, R Homayouni - BMC Medical Informatics and …, 2024 - Springer
Background Social and behavioral determinants of health (SBDH) are associated with a
variety of health and utilization outcomes, yet these factors are not routinely documented in …

Evaluation of Sirtuin-3 probe quality and co-expressed genes using literature cohesion

S Roy, KI Zaman, RW Williams, R Homayouni - BMC bioinformatics, 2019 - Springer
Background Gene co-expression studies can provide important insights into molecular and
cellular signaling pathways. The GeneNetwork database is a unique resource for co …

行列・テンソル分解によるヘテロバイオデータ統合解析の数理―第 3 回 テンソル分解―

露崎弘毅 - JSBi Bioinformatics Review, 2022 - jstage.jst.go.jp
生命科学分野で取得されるデータ集合は, 雑多 (ヘテロ) な構造になり, ヘテロなデータ構造を扱える
理論的な枠組みがもとめられている. 本連載では, 汎用的なヘテロバイオデータの解析手法である …

Mining multimodal big data: tensor methods and applications

S Roy, MW Berry - Handbook of Research on Big Data Storage and …, 2018 - igi-global.com
The last decade has witnessed exponential growth of data particularly in the fields of
biomedicine, unstructured text processing and signal processing. There exist instances of …

The Organization of Knowledge

J Ramsden - Bioinformatics: An Introduction, 2023 - Springer
Much of biology has traditionally been concerned with the classification of objects,
especially of course organisms, the best known example probably being Carl Linnaeus' …