Magaly Aceves-Martins
Orcid: 0000-0002-9441-142X
According to our database1,
Magaly Aceves-Martins
authored at least 7 papers
between 2016 and 2024.
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Bibliography
2024
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review.
Artif. Intell. Rev., August, 2024
Enhancing systematic reviews: An in-depth analysis on the impact of active learning parameter combinations for biomedical abstract screening.
Artif. Intell. Medicine, 2024
Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models.
Proceedings of the SICSA Workshop on Reasoning, 2024
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models.
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024
2023
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
2016
Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research.
Computación y Sistemas, 2016