Browsing by Author "Ofori-Boateng, Regina"
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Item Enhancing systematic reviews : An in-depth analysis on the impact of active learning parameter combinations for biomedical abstract screening(2024-11) Ofori-Boateng, Regina; Trujillo-Escobar, Tamy Goretty; Aceves-Martins, Magaly; Wiratunga, Nirmalie; Moreno-Garcia, Carlos Francisco; University of Aberdeen.Rowett InstituteItem Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation(2023) Ofori-Boateng, Regina; Aceves-Martins, Magaly; Jayne, Chrisina; Wiratunga, Nirmalie; Moreno-Garcia, Carlos Francisco; University of Aberdeen.Rowett InstituteItem Extended Results for Enhancing Abstract Screening Classification in Evidence-Based Medicine : Incorporating Domain Knowledge into Pre-trained Models(CEUR-WS, 2024-10-17) Ofori-Boateng, Regina; Aceves-Martins, Magaly; Wirantuga, Nirmalie; Moreno-García, Carlos Francisco; Martin, Kyle; Salimi, Pedram; Wijayasekara, Vihanga; University of Aberdeen.Rowett InstituteItem Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning : a comprehensive review(2024-07-09) Ofori-Boateng, Regina; Aceves-Martins, Magaly; Wiratunga, Nirmalie; Moreno-Garcia, Carlos Francisco; University of Aberdeen.Rowett InstituteItem A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews(Association for Computational Linguistics (ACL), 2024-06-16) Ofori-Boateng, Regina; Aceves-Martins, Magaly; Wirantuga, Nirmalie; Moreno-García, Carlos Francisco; Duh, Kevin; Gomez, Helena; Bethard, Steven; University of Aberdeen.Rowett Institute