Research output per year
Research output per year
Search results
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2020
Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories
Priou, S., Viani, N., Vernugopan, V., Tytherleigh, C., Hassan, F. A., Dutta, R., Chalder, T. & Velupillai, S., 16 Jun 2020, Studies in Health Technology and Informatics. IOS Press, Vol. 270. p. 98-102 5 p. (STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2019
Identifying Suicidal Adolescents from Mental Health Records using Natural Language Processing
Velupillai, S. U., Epstein, S., Bittar, A. L., Stephenson, T., Dutta, R. & Downs, J. M., 27 Apr 2019, (Accepted/In press) Proceedings of MEDINFO 2019.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile143 Downloads (Pure) -
Text Classification to Inform Suicide Risk Assessment in Electronic Health Records
Bittar, A. L., Velupillai, S. U., Roberts, A. & Dutta, R., 21 Aug 2019, Studies in Health Technology and Informatics. Vol. 264. p. 40-44 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile12 Citations (Scopus)165 Downloads (Pure) -
2018
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health
Ive, J., Gkotsis, G., Dutta, R., Stewart, R. & Velupillai, S., 2018, Proceedings of the 5th Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, CLPsych 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Loveys, K., Niederhoffer, K., Prud�hommeaux, E., Resnik, R. & Resnik, P. (eds.). Association for Computational Linguistics (ACL), p. 69-77 9 p. (Proceedings of the 5th Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, CLPsych 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
44 Citations (Scopus) -
Time Expressions in Mental Health Records for Symptom Onset Extraction
Viani, N., Yin, L., Kam, J., Alawi, A., Bittar, A. L., Dutta, R., Patel, R., Stewart, R. J. & Velupillai, S., 31 Oct 2018, Proceedings of the 9th International Workshop on Health Text Mining and Information Analysis (LOUHI 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile208 Downloads (Pure) -
2016
Don’t Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records
Gkotsis, G., Velupillai, S., Oellrich, A., Dean, H., Liakata, M. & Dutta, R., 16 Jun 2016, Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, CLPsych 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016. Hollingshead, K. & Ungar, L. (eds.). Association for Computational Linguistics (ACL), p. 95-105 11 p. (Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, CLPsych 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile32 Citations (Scopus)170 Downloads (Pure) -
The language of mental health problems in social media
Gkotsis, G., Oellrich, A., Hubbard, T., Dobson, R. JB., Liakata, M., Velupillai, S. & Dutta, R., 16 Jun 2016, The Third Computational Linguistics and Clinical Psychology Workshop (CLPsych). p. 63-73Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile83 Citations (Scopus)451 Downloads (Pure) -
2010
BIOLOGICAL, LIFE COURSE, AND CROSS-CULTURAL STUDIES ALL POINT TOWARD THE VALUE OF DIMENSIONAL AND DEVELOPMENTAL RATINGS IN THE CLASSIFICATION OF PSYCHOSIS
Dutta, R., Greene, T., Addington, J., McKenzie, K., Phillips, M. & Murray, R. M., 2010, Unknown. WASHINGTON: AMER PSYCHIATRIC PRESS, INC, p. 11 - 28 18 p. (DECONSTRUCTING PSYCHOSIS: REFINING THE RESEARCH AGENDA FOR DSM-V).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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2006
Risk factors for suicide in bipolar disorder in urban Camberwell compared to rural Dumfries and Galloway
Dutta, R., Boydell, J., Allardyce, J., Kennedy, N., van Os, J., Fearon, P., McCreadie, R. G. & Murray, R. M., 2006, In: Bipolar Disorders. 8, p. 124 1 p.Research output: Contribution to journal › Conference paper