Payam Barnaghi

Payam Barnaghi

Imperial College London

H-index: 44

Europe-United Kingdom

About Payam Barnaghi

Payam Barnaghi, With an exceptional h-index of 44 and a recent h-index of 33 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of machine learning, digital biomarkers, Internet of Things, digital health, medical informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

MicroT: Low-Energy and Adaptive Models for MCUs

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks

Analyzing entropy features in time-series data for pattern recognition in neurological conditions

Graph Contrastive Learning for Anomaly Detection and Personalized Alerting in Sensor-based Remote Monitoring for Dementia Care

Digital remote monitoring for screening and early detection of urinary tract infections

A lightweight unsupervised approach for adverse health detection and digital biomarker discovery in people living with dementia

Negotiating the capacities and limitations of sensor-mediated care in the home

Identifying Social Visitations in a Household of Person Living with Dementia using Movement Sensors and a Sleep Tracking Device

Payam Barnaghi Information

University

Position

___

Citations(all)

9959

Citations(since 2020)

5555

Cited By

6781

hIndex(all)

44

hIndex(since 2020)

33

i10Index(all)

91

i10Index(since 2020)

74

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

Payam Barnaghi Skills & Research Interests

machine learning

digital biomarkers

Internet of Things

digital health

medical informatics

Top articles of Payam Barnaghi

Title

Journal

Author(s)

Publication Date

MicroT: Low-Energy and Adaptive Models for MCUs

arXiv preprint arXiv:2403.08040

Yushan Huang

Ranya Aloufi

Xavier Cadet

Yuchen Zhao

Payam Barnaghi

...

2024/3/12

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks

Narges Pourshahrokhi

Yunpeng Li

Samaneh Kouchaki

Payam Barnaghi

2024/2/27

Analyzing entropy features in time-series data for pattern recognition in neurological conditions

Artificial Intelligence in Medicine

Yushan Huang

Yuchen Zhao

Alexander Capstick

Francesca Palermo

Hamed Haddadi

...

2024/2/22

Graph Contrastive Learning for Anomaly Detection and Personalized Alerting in Sensor-based Remote Monitoring for Dementia Care

Authorea Preprints

Nivedita Bijlani

Oscar Mendez Maldonado

Ramin Nilforooshan

Payam Barnaghi

Samaneh Kouchaki

...

2024/1/16

Digital remote monitoring for screening and early detection of urinary tract infections

NPJ Digital Medicine

Alexander Capstick

Francesca Palermo

Kimberley Zakka

Nan Fletcher-Lloyd

Chloe Walsh

...

2024/1/13

A lightweight unsupervised approach for adverse health detection and digital biomarker discovery in people living with dementia

Alzheimer's & dementia

Nivedita Bijlani

Ramin Nilforooshan

Payam Barnaghi

Samaneh Kouchaki

2023/6

Negotiating the capacities and limitations of sensor-mediated care in the home

Journal of Computer-Mediated Communication

Christine Hine

Ramin Nilforooshan

Payam Barnaghi

2023/9/1

Identifying Social Visitations in a Household of Person Living with Dementia using Movement Sensors and a Sleep Tracking Device

Alzheimer's & Dementia

Ting Su

Melanie Jouaiti

Payam Barnaghi

Ravi Vaidyanathan

2023/12

Remote Monitoring of Physiology in People Living With Dementia: An Observational Cohort Study

JMIR aging

Michael CB David

Magdalena Kolanko

Martina Del Giovane

Helen Lai

Jessica True

...

2023/3/9

A quantitative analysis of the impact of COVID‐19 quarantining on in‐home eating and drinking habits in a cohort of people living with dementia

Alzheimer's & Dementia

Nan Fletcher‐Lloyd

Eyal Soreq

Payam Barnaghi

Magdalena A Kolanko

David Wingfield

...

2023/6

Using home monitoring technology to study the effects of traumatic brain injury in older multimorbid adults

Annals of clinical and translational neurology

Megan E Parkinson

Rebecca Doherty

Francesca Curtis

Eyal Soreq

Helen HL Lai

...

2023/9

Predicting Poor Sleep in People Living with Dementia: An Analysis of In‐Home Activities and Physiology Measurements During the Daytime

Alzheimer's & Dementia

Yu Chen

Ramin Nilforooshan

Payam Barnaghi

2023/12

Information Theory Inspired Pattern Analysis for Time-series Data

arXiv preprint arXiv:2302.11654

Yushan Huang

Yuchen Zhao

Alexander Capstick

Francesca Palermo

Hamed Haddadi

...

2023/2/22

Clinically relevant monitoring of long‐term night‐time behaviour and physiology from the homes of people living with dementia

Alzheimer's & Dementia

Magdalena A Kolanko

Eyal Soreq

Payam Barnaghi

Helen Lai

Derk‐Jan Dijk

...

2023/6

Interpreting Differentiable Latent States for Healthcare Time-series Data

arXiv preprint arXiv:2311.17560

Yu Chen

Nivedita Bijlani

Samaneh Kouchaki

Payam Barnaghi

2023/11/29

Conversational AI for Monitoring Behaviour and Well‐being of People Living with Dementia

Alzheimer's & Dementia

Maria R Lima

Eyal Soreq

Sarah Daniels

Payam Barnaghi

Sridhar Vaitheswaran

...

2023/12

1362 ANTICHOLINERGIC PRESCRIBING HABITS AND ITS ASSOCIATIONS IN A COMMUNITY POPULATION OF PEOPLE LIVING WITH DEMENTIA

Age and Ageing

F Curtis

L Li

M Kolanko

H Lai

S Daniels

...

2023/1

Clinically relevant and explainable feature extraction from remote monitoring data for the prediction of urinary tract infections

Alzheimer's & Dementia

Alexander Capstick

Francesca Palermo

Honglin Li

Payam Barnaghi

David Wingfield

...

2023/6

A Markov Chain Model for Identifying Changes in Daily Activity Patterns of People Living with Dementia

IEEE internet of things journal

Nan Fletcher-Lloyd

Alina-Irina Serban

Magdalena Kolanko

David Wingfield

Danielle Wilson

...

2023/7/3

Exploring Functional, Behavioural and Psychological Symptoms of Dementia in a Longitudinal Cohort Study: Implications for Dementia Care and Progression

Behavioural and Psychological Symptoms of Dementia in a Longitudinal Cohort Study: Implications for Dementia Care and Progression

Chloe Walsh

Alexander Capstick

Miss Nan Fletcher-Lloyd

Ms Jessica True

Ramin Nilforooshan

...

2023/10/5

See List of Professors in Payam Barnaghi University(Imperial College London)

Co-Authors

H-index: 117
Amit Sheth

Amit Sheth

University of South Carolina

H-index: 56
Manfred Hauswirth

Manfred Hauswirth

Technische Universität Berlin

H-index: 56
Krzysztof Janowicz

Krzysztof Janowicz

University of California, Santa Barbara

H-index: 54
Oscar Corcho

Oscar Corcho

Universidad Politécnica de Madrid

H-index: 29
Raúl García Castro

Raúl García Castro

Universidad Politécnica de Madrid

H-index: 26
Kevin Page

Kevin Page

University of Oxford

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