Joyce DW, Kormilitzin A, Smith KA, Cipriani A. Explainable artificial intelligence for mental health through transparency and interpretability for understandability. NPJ Digit Med. 2023 Jan 18;6(1):6. doi: 10.1038/s41746-023-00751-9.
Sariaslan A, Fanshawe T, Pitkänen J, Cipriani A, Martikainen P, Fazel S. Predicting suicide risk in 137,112 people with severe mental illness in Finland: external validation of the Oxford Mental Illness and Suicide tool (OxMIS). Transl Psychiatry. 2023 Apr 18;13(1):126. doi: 10.1038/s41398-023-02422-5.
Liu Q, Salanti G, De Crescenzo F, Ostinelli EG, Li Z, Tomlinson A, Cipriani A, Efthimiou O. Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression. BMC Psychiatry. 2022 May 16;22(1):337. doi: 10.1186/s12888-022-03986-0.
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McCutcheon RA, Pillinger T, Efthimiou O, Maslej M, Mulsant BH, Young AH, Cipriani A, Howes OD. Reappraising the variability of effects of antipsychotic medication in schizophrenia: a meta-analysis. World Psychiatry. 2022 Jun;21(2):287-294. doi: 10.1002/wps.20977.
Langholm C, Kowatsch T, Bucci S, Cipriani A, Torous J. Exploring the Potential of Apple SensorKit and Digital Phenotyping Data as New Digital Biomarkers for Mental Health Research. Digit Biomark. 2023 Aug 25;7(1):104-114. doi: 10.1159/000530698. PMID: 37901364; PMCID: PMC10601905.
Ralovska S, Koychev I, Marinov P, Furukawa TA, Mulsant B, Cipriani A. Brexpiprazole versus placebo or other antidepressive agents for treating depression. Cochrane Database of Systematic Reviews 2023, Issue 7. Art. No.: CD013866. DOI: 10.1002/14651858.CD013866.pub2. Accessed 01 November 2023.
Smith KA, Blease C, Faurholt-Jepsen M, Firth J, Van Daele T, Moreno C, Carlbring P, Ebner-Priemer UW, Koutsouleris N, Riper H, Mouchabac S, Torous J, Cipriani A. Digital mental health: challenges and next steps. BMJ Ment Health. 2023 Feb;26(1):e300670. doi: 10.1136/bmjment-2023-300670. PMID: 37197797; PMCID: PMC10231442.