Select Publications

Journal articles

Karystianis G; Lukmanjaya W; Buchan I; Simpson P; Ginnivan N; Nenadic G; Butler T, 2024, 'An analysis of published study designs in PubMed prisoner health abstracts from 1963 to 2023: a text mining study', BMC Medical Research Methodology, 24, http://dx.doi.org/10.1186/s12874-024-02186-6

Lukmanjaya W; Butler T; Taflan P; Simpson P; Ginnivan N; Buchan I; Nenadic G; Karystianis G, 2024, 'Population Characteristics in Justice Health Research Based on PubMed Abstracts From 1963 to 2023: Text Mining Study', JMIR Formative Research, 8, http://dx.doi.org/10.2196/60878

Karystianis G; Simpson P; Lukmanjaya W; Ginnivan N; Nenadic G; Buchan I; Butler T, 2023, 'Automatic Extraction of Research Themes in Epidemiological Criminology From PubMed Abstracts From 1946 to 2020: Text Mining Study', JMIR Formative Research, 7, http://dx.doi.org/10.2196/49721

Karystianis G; Cabral RC; Adily A; Lukmanjaya W; Schofield P; Buchan I; Nenadic G; Butler T, 2022, 'Mental Illness Concordance Between Hospital Clinical Records and Mentions in Domestic Violence Police Narratives: Data Linkage Study', JMIR Formative Research, 6, http://dx.doi.org/10.2196/39373

Karystianis G; Lukmanjaya W; Simpson P; Schofield P; Ginnivan N; Nenadic G; van Leeuwen M; Buchan I; Butler T, 2022, 'An Analysis of PubMed Abstracts From 1946 to 2021 to Identify Organizational Affiliations in Epidemiological Criminology: Descriptive Study', Interactive Journal of Medical Research, 11, pp. e42891, http://dx.doi.org/10.2196/42891

Karystianis G; Adily A; Schofield PW; Wand H; Lukmanjaya W; Buchan I; Nenadic G; Butler T, 2022, 'Surveillance of Domestic Violence Using Text Mining Outputs From Australian Police Records', Frontiers in Psychiatry, 12, http://dx.doi.org/10.3389/fpsyt.2021.787792

Conference Papers

Lukmanjaya WK; Islam MR; Xu G, 2022, 'Evidence-Based Process in Research Involving Machine Learning Algorithms', in Proceedings of the 2022 IEEE International Conference on Behavioural and Social Computing, BESC 2022, http://dx.doi.org/10.1109/BESC57393.2022.9995599

Preprints

Lukmanjaya W; Butler T; Cox S; Perez-Concha O; Bromfield L; Karystianis G, 2025, Leveraging AI to Investigate Child Maltreatment Text Narratives: Promising Benefits and Addressable Risks (Preprint), http://dx.doi.org/10.2196/preprints.73579

Lukmanjaya W; Butler T; Taflan P; Simpson P; Ginnivan N; Buchan I; Nenadic G; Karystianis G, 2024, Population Characteristics in Justice Health Research Based on PubMed Abstracts From 1963 to 2023: Text Mining Study (Preprint), http://dx.doi.org/10.2196/preprints.60878

Karystianis G; Simpson P; Lukmanjaya W; Ginnivan N; Nenadic G; Buchan I; Butler T, 2023, Automatic Extraction of Research Themes in Epidemiological Criminology From PubMed Abstracts From 1946 to 2020: Text Mining Study (Preprint), http://dx.doi.org/10.2196/preprints.49721

Karystianis G; Cabral RC; Adily A; Lukmanjaya W; Schofield P; Buchan I; Nenadic G; Butler TG, 2022, Mental illness concordance between hospital clinical records and mentions in domestic violence police narratives: Data linkage study (Preprint), http://dx.doi.org/10.2196/preprints.39373


Back to profile page