Automatic Extraction of Mental Health Disorders From Domestic Violence Police Narratives: Text Mining Study

George Karystianis   ¹ , BSc, MSc, PhD ;   Armita Adily   ¹ , BMedSc, MPH, PhD ;   Peter Schofield   ² , BSc (Hons), BS, Med, MSc, MD ;   Lee Knight   ¹ , MForMentH, MN ;   Clara Galdon   ³ , BA ;   David Greenberg   ⁴ , MB, ChB, FFPsych (SA), MMed, FRCPC, FRANZCP ;   Louisa Jorm   ⁵ , BVSc, MSc, PhD ;   Goran Nenadic   ⁶ , BSc, MSc, PhD ;   Tony Butler   ¹ , BSc, MSc, PhD

¹ Kirby Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia

² Neuropsychiatry Service, Hunter New England Health, Newcastle, Australia

³ Victims Services, New South Wales Department of Justice, Sydney, Australia

⁴ School of Psychiatry, University of New South Wales, Sydney, Australia

⁵ Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia

⁶ School of Computer Science, University of Manchester, Manchester, United Kingdom