Improving biomedical information retrieval with neural retrievers

M Luo, A Mitra, T Gokhale, C Baral - … of the AAAI conference on artificial …, 2022 - ojs.aaai.org
… are still found lacking in the biomedical domain. In this paper, we seek to improve information
retrieval (IR) using neural retrievers (NR) in the biomedical domain, and achieve this goal …

Design and development of a multimodal biomedical information retrieval system

D Demner-Fushman, S Antani, M Simpson… - Journal of Computing …, 2012 - koreascience.kr
… for biomedical information retrieval. Our goals include improving the relevance of multi-modal
(text and image) information retrieval, by including lessons learned from these efforts. …

[BOOK][B] Information retrieval: a health and biomedical perspective

W Hersh - 2008 - books.google.com
… The goal of this book is to present the field of information retrieval (IR), with an emphasis on
… and biomedical domain. To many, "information retrieval" implies retrieving information of any …

A fast deep learning model for textual relevance in biomedical information retrieval

S Mohan, N Fiorini, S Kim, Z Lu - Proceedings of the 2018 world wide …, 2018 - dl.acm.org
… Towards addressing the problem of relevance in biomedical literature search, we introduce
a deep learning model for the relevance of a document's text to a keyword style query. …

An empirical study of tokenization strategies for biomedical information retrieval

J Jiang, CX Zhai - Information Retrieval, 2007 - Springer
… in general suitable for biomedical information retrieval. With such standard heuristics, we
can presumably have a strong baseline method for biomedical information retrieval, on which …

[BOOK][B] Information retrieval: a biomedical and health perspective

W Hersh, W Hersh, Weston - 2020 - Springer
… The goal of this book is to present the field of information retrieval (IR), sometimes called …
biomedical and health domain. To many, “information retrieval” implies retrieving information of …

Mining biomedical images towards valuable information retrieval in biomedical and life sciences

Z Ahmed, S Zeeshan, T Dandekar - Database, 2016 - academic.oup.com
… increase in the amount of heterogeneous biomedical image production and publication, …
in biomedical images to take advantage in implementing effective information retrieval systems. …

A bayesian learning approach to promoting diversity in ranking for biomedical information retrieval

X Huang, Q Hu - … on Research and development in information retrieval, 2009 - dl.acm.org
information retrieval in biomedicine and a re-ranking model to improve retrieval performance
in the biomedical … There is no need for our proposed method to use any external biomedical

Improve biomedical information retrieval using modified learning to rank methods

B Xu, H Lin, Y Lin, Y Ma, L Yang… - … /ACM Transactions on …, 2016 - ieeexplore.ieee.org
… for biomedical retrieval, because of the abundance of domain specific terminologies. To
enhance biomedical retrieval, … Learning to rank is a series of state-of-the-art information retrieval

Study of query expansion techniques and their application in the biomedical information retrieval

AR Rivas, EL Iglesias, L Borrajo - The Scientific World Journal, 2014 - Wiley Online Library
Biomedical knowledge is growing at a high pace, and large … hidden biomedical knowledge
by applying information retrieval (IR) … , organization of, and access to the information items [1]. …