Rina Dutta

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 12

Top Topics

Text Classification

Natural Language

Top Venues

CLPsych@HLT-NAACL

Publications

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) (2020)
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)
Sagar Joglekar, Sumithra Velupillai, Rina Dutta, Nishanth Sastry
Analysing Meso and Macro conversation structures in an online suicide support forum. CoRR (2020)
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)
André Bittar, Sumithra Velupillai, Angus Roberts, Rina Dutta
Text Classification to Inform Suicide Risk Assessment in Electronic Health Records. MedInfo (2019)
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)
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)
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)
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 (2018)
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)
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)
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)