Anna Kolliakou Clinical Informatics Interface and Network Lead Contact details anna.kolliakou@kcl.ac.uk
Text-mining occupations from the mental health electronic health record: a natural language processing approach using records from the Clinical Record Interactive Search (CRIS) platform in south London, UK. Chilman, N., Song, X., Roberts, A., Tolani, E., Stewart, R., Chui, Z., Birnie, K., Harber-Aschan, L., Gazard, B., Chandran, D., Sanyal, J., Hatch, S., Kolliakou, A. & Das-Munshi, J., 10 Nov 2020, (Accepted/In press) In : BMJ Open. Research output: Contribution to journal - Article 8 Catatonia: demographic, clinical and laboratory associations in a large dataset Rogers, J. P., Pollak, T., Begum, N., Griffin, A., Carter, B., Pritchard, M., Broadbent, M., Kolliakou, A., Stewart, R., Patel, R., Bomford, A., Amad, A., Nicholson, T. & David, A. S., 20 Jul 2020, In : Journal of Neurology, Neurosurgery and Psychiatry. 91, 8 Research output: Contribution to journal - Meeting abstract. DOIs: https://doi.org/10.1136/jnnp-2020-BNPA.8 Mental health-related conversations on social media and crisis episodes: a time-series regression analysis Kolliakou, A., Bakolis, I., Chandran, D., Derczynski, L., Werbeloff, N., Osborn, D. P. J., Bontcheva, K. & Stewart, R., 6 Feb 2020, In : Scientific Reports. 10, 1, 1342. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1038/s41598-020-57835-9 Epidemiology of catatonia in a large dataset Rogers, J. P., Pollak, T. A., Begum, N., Griffin, A., Patel, R., Pritchard, M., Broadbent, M., Blackman, G., Kolliakou, A., Stewart, R., Nicholson, T. R. J. & David, A. S., May 2019, In : Journal of Neurology, Neurosurgery and Psychiatry. 90, Suppl 2, p. A11-A11 Research output: Contribution to journal - Meeting Abstract. DOIs: https://doi.org/10.1136/jnnp-2019-BNPA.23 Recorded poor insight as a predictor of service use outcomes: Cohort study of patients with first-episode psychosis in a large mental healthcare database Ramu, N., Kolliakou, A., Sanyal, J., Patel, R. & Stewart, R. J., 12 Jun 2019, In : BMJ Open. 9, 6, e028929. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1136/bmjopen-2019-028929 Different types of childhood adversity and 5-year outcomes in a longitudinal cohort of first-episode psychosis patients Ajnakina, O., Trotta, A., Di Forti, M., Stilo, S. A., Kolliakou, A., Gardner-Sood, P., Lopez-Morinigo, J. D., Gaughran, F., David, A. S., Dazzan, P., Pariante, C., Mondelli, V., Murray, R. M. & Fisher, H. L., Nov 2018, In : Psychiatry Research. 269, p. 199-206 8 p. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.psychres.2018.08.054 Randomised control trial of the effectiveness of an integrated psychosocial health promotion intervention aimed at improving health and reducing substance use in established psychosis (IMPaCT) Gaughran, F., Stahl, D., Ismail, K., Greenwood, K., Atakan, Z., Gardner-Sood, P., Stubbs, B., Hopkins, D., Patel, A., Lally, J., Lowe, P., Arbuthnot, M., Orr, D., Corlett, S., Eberhard, J., David, A. S., Murray, R., Smith, S., on behalf of the IMPaCT Team, Harries, B. & 31 others, Moore, S., Bonaccorso, S., Kolliakou, A., O'Brien, C., Featherman, A., Fung, C., Heslin, M., Dalemo, K., Anakwe-Umeh, S., Todd, G., Mushore, M., Mutsatsa, S., Ohlsen, R., Howes, O., Papanastasiou, E., Firdosi, M., Sallis, H., Sambath, I., Di Clemente, G., Breedvelt, J., Joseph, C., Di Forti, M., Odesanya, A., Onagbesan, D., Case, P., Musa, A., Dalton, C., Rudhra, K., Treasure, J., Murphy, C. & Kelly, J., 28 Dec 2017, In : BMC Psychiatry. 17, 1, 14 p., 413. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1186/s12888-017-1571-0 Stance classification in out-of-domain rumours: A case study around mental health disorders Aker, A., Zubiaga, A., Bontcheva, K., Kolliakou, A., Procter, R. & Liakata, M., 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag, Vol. 10540 LNCS. p. 53-64 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS). Research output: Chapter in Book/Report/Conference proceeding - Other chapter contribution. DOIs: https://doi.org/10.1007/978-3-319-67256-4_6 Identification of the delivery of cognitive behavioural therapy for psychosis (CBTp) using a cross-sectional sample from electronic health records and open-text information in a large UK-based mental health case register Colling, C., Evans, L., Broadbent, M., Chandran, D., Craig, T. J., Kolliakou, A., Stewart, R. & Garety, P., 1 Jul 2017, In : BMJ Open. 7, 7, e1002141. Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1136/bmjopen-2016-015297 Utilising symptom dimensions with diagnostic categories improves prediction of time to first remission in first-episode psychosis Ajnakina, O., Lally, J., Di Forti, M., Stilo, S. A., Kolliakou, A., Gardner-Sood, P., Dazzan, P., Pariante, C., Reis Marques, T., Mondelli, V., MacCabe, J., Gaughran, F., David, A. S., Stamate, D., Murray, R. M. & Fisher, H. L., Mar 2018, In : Schizophrenia Research. 193, p. 391-398 Research output: Contribution to journal - Article. DOIs: https://doi.org/10.1016/j.schres.2017.07.042 View all publications
23 June 2020 Introducing the CRIS Natural Language Processing (NLP) Service This blog was written by Dr Anna Kolliakou, Clinical Informatics Interface and Network Lead, and…