Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. - Johnny Downs; Sumithra Velupillai; George Gkotsis; Rachel Holden; Maxim Kikoler; Harry Dean; Andrea Fernandes; Rina Dutta (AMIA, 2017)

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances. - Sumithra Velupillai; Hanna Suominen; Maria Liakata; Angus Roberts; Anoop D. Shah; Katherine Morley; David Osborn; Joseph Hayes; Robert Stewart 002; Johnny Downs; Wendy W. Chapman; Rina Dutta (J. Biomed. Informatics, 2018)

Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing. - Sumithra Velupillai; Sophie Epstein; André Bittar; Thomas Stephenson; Rina Dutta; Johnny Downs (MedInfo, 2019)

Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour. - Xingyi Song; Johnny Downs; Sumithra Velupillai; Rachel Holden; Maxim Kikoler; Kalina Bontcheva; Rina Dutta; Angus Roberts (LREC, 2020)

Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. - Bahman Mirheidari; André Bittar; Nicholas Cummins; Johnny Downs; Helen L. Fisher; Heidi Christensen (INTERSPEECH, 2022)

Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. - Judith Dineley; Ewan Carr; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Thomas F. Quatieri; Nicholas Cummins (INTERSPEECH, 2023)

Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques. - Judith Dineley; Ewan Carr; Lauren L. White; Catriona Lucas; Zahia Rahman; Tian Pan 004; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Thomas F. Quatieri; Nicholas Cummins (INTERSPEECH, 2024)

A pilot protocol and cohort for the investigation of non-pathological variability in speech. - Nicholas Cummins; Lauren L. White; Zahia Rahman; Catriona Lucas; Tian Pan 004; Ewan Carr; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Judith Dineley (CoRR, 2024)