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Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data


Oct 19, 2021
Francesca Palermo, Honglin Li, Alexander Capstick, Nan Fletcher-Lloyd, Yuchen Zhao, Samaneh Kouchaki, Ramin Nilforooshan, David Sharp, Payam Barnaghi

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* 13 pages, accepted to Research2Clinics WS @ NeurIPS 2021 

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Semi-supervised Learning for Identifying the Likelihood of Agitation in People with Dementia


May 14, 2021
Roonak Rezvani, Samaneh Kouchaki, Ramin Nilforooshan, David J. Sharp, Payam Barnaghi

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An Intelligent Bed Sensor System for Non-Contact Respiratory Rate Monitoring


Mar 25, 2021
Qingju Liu, Mark Kenny, Ramin Nilforooshan, Payam Barnaghi

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* 12 pages 

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An attention model to analyse the risk of agitation and urinary tract infections in people with dementia


Jan 18, 2021
Honglin Li, Roonak Rezvani, Magdalena Anita Kolanko, David J. Sharp, Maitreyee Wairagkar, Ravi Vaidyanathan, Ramin Nilforooshan, Payam Barnaghi

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* 11 pages 

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Machine learning for risk analysis of Urinary Tract Infection in people with dementia


Nov 27, 2020
Honglin Li, Payam Barnaghi, Severin Skillman, David Sharp, Ramin Nilforooshan, Helen Rostill

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* 2 figures 

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