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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM31661

Multilabel Classification of PubMed Articles

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM31661

Volume:

8 |

4 |

Apr 2024

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

PDVD

Prof. Dr. Vipul Dalal

AM

Atharva Malvade

TY

Tanmay Yeware

VT

Vini Tekwani

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Abstract

The exponential growth of biomedical and life sciences literature indexed in the PubMed database has created a pressing need for effective methods to categorize and organize this vast repository of scientific knowledge. Multi-label classification of PubMed articles has emerged as valuable tool to address this challenge. This report presents a comprehensive overview of the principles, methodologies, and applications of multilabel classification in the context of PubMed articles. It holds immense promise for structuring and leveraging the wealth of biomedical knowledge within the PubMed database. By categorizing articles into multiple relevant labels of categories, it serves as a valuable resource for researchers, healthcare professionals, and data scientists, ultimately advancing the accessibility and utilization of scientific literature in the field of biomedicine

KEYWORDS

PubMed Articles Multilabel Classification BioBERT BertForSequenceClassification .

Cite This Article

Prof. Dr. Vipul Dalal, Atharva Malvade, Tanmay Yeware, Vini Tekwani, "Multilabel Classification of PubMed Articles," International Journal of Scientific Research in Engineering and Management, vol. 8, no. 4, Apr 2024.

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Publication Date

12/31/45405

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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