BLINKtextsubscriptLSTM: BioLinkBERT and LSTM based approach for extraction of PICO frame from Clinical Trial Text

Author:

Ghosh Madhusudan1ORCID,Mukherjee Shrimon1ORCID,Santra Payel1ORCID,Na Girish1ORCID,Basuchowdhuri Partha1ORCID

Affiliation:

1. School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, India

Publisher

ACM

Reference30 articles.

1. Micheal Abaho , Danushka Bollegala , Paula Williamson , and Susanna Dodd . 2019 . Correcting crowdsourced annotations to improve detection of outcome types in evidence based medicine . In CEUR Workshop Proceedings, Vol. 2429 . 1–5. Micheal Abaho, Danushka Bollegala, Paula Williamson, and Susanna Dodd. 2019. Correcting crowdsourced annotations to improve detection of outcome types in evidence based medicine. In CEUR Workshop Proceedings, Vol. 2429. 1–5.

2. Micheal Abaho , Danushka Bollegala , Paula  R Williamson , and Susanna Dodd . 2022. Assessment of contextualised representations in detecting outcome phrases in clinical trials. arXiv preprint arXiv:2203.03547 ( 2022 ). Micheal Abaho, Danushka Bollegala, Paula R Williamson, and Susanna Dodd. 2022. Assessment of contextualised representations in detecting outcome phrases in clinical trials. arXiv preprint arXiv:2203.03547 (2022).

3. Alan Akbik , Tanja Bergmann , Duncan Blythe , Kashif Rasul , Stefan Schweter , and Roland Vollgraf . 2019 . FLAIR: An easy-to-use framework for state-of-the-art NLP . In NAACL 2019, 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations). 54–59 . Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019. FLAIR: An easy-to-use framework for state-of-the-art NLP. In NAACL 2019, 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations). 54–59.

4. Publicly Available Clinical

5. COMETA: A Corpus for Medical Entity Linking in the Social Media

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