Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research. - Carlos Francisco Moreno-García; Magaly Aceves-Martins; Francesc Serratosa (Computación y Sistemas, 2016)

Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. - Regina Ofori-Boateng; Magaly Aceves-Martins; Chrisina Jayne; Nirmalie Wiratunga; Carlos Francisco Moreno-García (INNS DLIA@IJCNN, 2023)

Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. - Regina Ofori-Boateng; Magaly Aceves-Martins; Nirmalie Wiratunga; Carlos Francisco Moreno-García (AIME (1), 2024)

A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. - Regina Ofori-Boateng; Magaly Aceves-Martins; Nirmalie Wiratunga; Carlos Francisco Moreno-García (NAACL-HLT, 2024)

Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. - Regina Ofori-Boateng; Magaly Aceves-Martins; Nirmalie Wiratunga; Carlos Francisco Moreno-García (SICSA REALLM, 2024)

Enhancing systematic reviews: An in-depth analysis on the impact of active learning parameter combinations for biomedical abstract screening. - Regina Ofori-Boateng; Tamy Goretty Trujillo-Escobar; Magaly Aceves-Martins; Nirmalie Wiratunga; Carlos Francisco Moreno-García (Artif. Intell. Medicine, 2024)

Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review. - Regina Ofori-Boateng; Magaly Aceves-Martins; Nirmalie Wiratunga; Carlos Francisco Moreno-García (Artif. Intell. Rev., 2024)