Automatic text summarization of biomedical text data: a systematic review

A Chaves, C Kesiku, B Garcia-Zapirain - Information, 2022 - mdpi.com
In recent years, the evolution of technology has led to an increase in text data obtained from
many sources. In the biomedical domain, text information has also evidenced this …

[PDF][PDF] Automated multidocument biomedical text summarization using deep learning model

AS Almasoud, SBH Hassine… - … , Materials & Continua, 2022 - researchgate.net
Due to the advanced developments of the Internet and information technologies, a massive
quantity of electronic data in the biomedical sector has been exponentially increased. To …

TCS_WITM_2022@ DialogSum: Topic oriented Summarization using Transformer based Encoder Decoder Model

V Chauhan, P Roy, L Dey, T Goel - Proceedings of the 15th …, 2022 - aclanthology.org
In this paper, we present our approach to the DialogSum challenge, which was proposed as
a shared task aimed to summarize dialogues from real-life scenarios. The challenge was to …

LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts

P Lam, L Pham, T Nguyen, H Tang… - … 19th Conference on …, 2024 - ieeexplore.ieee.org
The Sequential Sentence Classification task within the domain of medical abstracts, termed
as SSC, involves the categorization of sentences into pre-defined headings based on their …

Hybridization of Fuzzy Theory and Nature-Inspired Optimization for Medical Report Summarization

C Mallick, AK Das - Nature-Inspired Optimization Methodologies in …, 2022 - Springer
It is becoming increasingly challenging to construct a smart medical system because of the
large amount of accumulating information in the scientific literature of the biomedical sector …

[HTML][HTML] Automated biomedical material summarization using dwarf mongoose optimization with graph attention networks

MP Balasubramanian, PS Selvan - Matéria (Rio de Janeiro), 2024 - SciELO Brasil
Biomedical information encompasses various documents, offering researchers and medical
practitioners valuable insights into the latest developments, validating and developing novel …