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2020 – today
- 2020
[j2]Natalia Viani, Joyce Kam, Lucia Yin
, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart, Sumithra Velupillai:
Temporal information extraction from mental health records to identify duration of untreated psychosis. J. Biomed. Semant. 11(1): 2 (2020)- [c9]Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, Rina Dutta, Angus Roberts:
Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour. LREC 2020: 1303-1310 - [c8]Sonia Priou, Natalia Viani, Veshalee Vernugopan, Chloe Tytherleigh, Faduma Abdalla Hassan, Rina Dutta, Trudie Chalder, Sumithra Velupillai:
Clinical History Segment Extraction from Chronic Fatigue Syndrome Assessments to Model Disease Trajectories. MIE 2020: 98-102 - [i1]Sagar Joglekar, Sumithra Velupillai, Rina Dutta, Nishanth Sastry:
Analysing Meso and Macro conversation structures in an online suicide support forum. CoRR abs/2007.10159 (2020)
2010 – 2019
- 2019
- [c7]André Bittar, Sumithra Velupillai, Angus Roberts, Rina Dutta:
Text Classification to Inform Suicide Risk Assessment in Electronic Health Records. MedInfo 2019: 40-44 - [c6]Sumithra Velupillai, Sophie Epstein, André Bittar, Thomas Stephenson, Rina Dutta, Johnny Downs:
Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing. MedInfo 2019: 413-417 - 2018
- [j1]Sumithra Velupillai, Hanna Suominen, Maria Liakata, Angus Roberts, Anoop D. Shah, Katherine Morley, David Osborn, Joseph Hayes, Robert Stewart, Johnny Downs, Wendy W. Chapman, Rina Dutta:
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances. J. Biomed. Informatics 88: 11-19 (2018) - [c5]Julia Ive, George Gkotsis, Rina Dutta, Robert Stewart, Sumithra Velupillai:
Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health. CLPsych@NAACL-HTL 2018: 69-77 - [c4]Natalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart, Sumithra Velupillai:
Time Expressions in Mental Health Records for Symptom Onset Extraction. Louhi@EMNLP 2018: 183-192 - 2017
- [c3]Johnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta:
Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. AMIA 2017 - 2016
- [c2]George Gkotsis, Anika Oellrich, Tim J. P. Hubbard, Richard J. B. Dobson, Maria Liakata, Sumithra Velupillai, Rina Dutta:
The language of mental health problems in social media. CLPsych@HLT-NAACL 2016: 63-73 - [c1]George Gkotsis, Sumithra Velupillai, Anika Oellrich, Harry Dean, Maria Liakata, Rina Dutta:
Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records. CLPsych@HLT-NAACL 2016: 95-105
Coauthor Index
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