A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews

Author:

Moreno-Garcia Carlos FranciscoORCID,Jayne ChrisinaORCID,Elyan EyadORCID,Aceves-Martins MagalyORCID

Publisher

Elsevier BV

Subject

Modeling and Simulation,Applied Mathematics,Analysis,General Decision Sciences

Reference51 articles.

1. (Semi)automated approaches to data extraction for systematic reviews and meta-analyses in social sciences: A living review protocol [version 1; peer review: 3 approved with reservations] 11:1036;Legate,2022

2. A step by step guide for conducting a systematic review and meta-analysis with simulation data;Tawfik,2019

3. Interventions to Treat Obesity in Mexican Children and Adolescents: Systematic Review and Meta-Analysis;Aceves-Martins;Nutr. Rev.,2021

4. Reducing workload in systematic review preparation using automated citation classification, 13 (2);Cohen,2006

5. Recent advances in clinical natural language processing in support of semantic analysis, 24 (01);Mowery,2015

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