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Magaly Aceves-Martins
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2020 – today
- 2024
- [j3]Regina Ofori-Boateng, Magaly Aceves-Martins
, Nirmalie Wiratunga, Carlos Francisco Moreno-García
:
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review. Artif. Intell. Rev. 57(8): 200 (2024) - [j2]Regina Ofori-Boateng
, Tamy Goretty Trujillo-Escobar, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García:
Enhancing systematic reviews: An in-depth analysis on the impact of active learning parameter combinations for biomedical abstract screening. Artif. Intell. Medicine 157: 102989 (2024) - [c4]Regina Ofori-Boateng
, Magaly Aceves-Martins
, Nirmalie Wiratunga
, Carlos Francisco Moreno-García
:
Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. AIME (1) 2024: 261-272 - [c3]Regina Ofori-Boateng, Magaly Aceves-Martins
, Nirmalie Wiratunga, Carlos Francisco Moreno-García:
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. NAACL-HLT 2024: 3725-3736 - [c2]Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García:
Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. SICSA REALLM 2024: 11-18 - 2023
- [c1]Regina Ofori-Boateng, Magaly Aceves-Martins
, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
:
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN 2023: 114-126
2010 – 2019
- 2016
- [j1]Carlos Francisco Moreno-García
, Magaly Aceves-Martins
, Francesc Serratosa
:
Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research. Computación y Sistemas 20(1) (2016)
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