Johnny Downs

According to our database, Johnny Downs authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Judith Dineley

CoRR, 2024

2023

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

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

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2020

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

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing.

Sumithra Velupillai, Sophie Epstein, André Bittar, Thomas Stephenson, Rina Dutta, Johnny Downs

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

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, Johnny Downs, Wendy W. Chapman, Rina Dutta

J. Biomed. Informatics, 2018

2017

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

Proceedings of the AMIA 2017, 2017