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Payam Barnaghi

Imperial College

41H-index
248Paper Count
7.1KCitation Count
Published Papers 60
Publication Date
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Clinically-applicable prediction of hospital stay and patient similarity retrieval in paediatric cardiology using machine learning
errNature Communications
IF15.7
err2026-05-13
err0
errOAAI
errLouise Rigny; Iona Biggart; Kimberley Zakka; Jingteng Li; Alexander Capstick; Sebin Sabu; Pavithra Rajendran; Shankar Sridharan; Sumera Farooq; Andrew Taylor; John Booth; Shiren Patel; Padmanabhan Ramnarayan; Neil Sebire; Cho Ng; Payam Barnaghi
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Predicting rates of cognitive and functional decline in Alzheimer’s disease and mild cognitive impairment
errCommunications Medicine
IF6.3
err2026-02-26
err0
errOAAI
errAntigone Fogel; Chloe Walsh; Nan Fletcher-Lloyd; Paresh Malhotra; Mina Ryten; Ramin Nilforooshan; Payam Barnaghi
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errSave
Evaluating spoken language as a biomarker for automated screening of cognitive impairment
errCommunications Medicine
IF6.3
err2025-12-12
err0
errOAAI
errMaria R. Lima; Alexander Capstick; Fatemeh Geranmayeh; Ramin Nilforooshan; Maja Matarić; Ravi Vaidyanathan; Payam Barnaghi
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errSave
Modelling time-series data generation with diffusion models for triaxial data
errApplied Soft Computing
IF6.6
err2025-11-12
err0
errOAAI
errFrancisco M. Garcia-Moreno; Maria Jose Rodriguez-Fortiz; Payam Barnaghi; Maria Bermudez-Edo
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errSave
The RESILIENT Dataset: Multimodal Monitoring of Ageing-Related Comorbidities and Cognitive Decline
errScientific Data
IF6.9
err2025-10-22
err0
errOAAI
errNathalia Céspedes Gómez; Yu Chen; Samaneh Kouchaki; Mahan Heydari; Alexandra Cairns; Sergio David Sierra Marín; Alexander Capstick; Jaye Somers; Kirsty Harris; Wilson Wen Bin Goh; Chloe Walsh; Jessica True; Olga Balazikova; Ramin Nilforooshan; Payam Barnaghi
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errSave
Identifying clusters of people with Multiple Long-Term Conditions using Large Language Models: a population-based study
errnpj Digital Medicine
IF15.1
err2025-07-17
err0
errOAAI
errAlexander Smith; Thomas Beaney; Carinna Hockham; Bowen Su; Paul Elliott; Laura Downey; Spiros Denaxas; Payam Barnaghi; Abbas Dehghan; Ioanna Tzoulaki
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errSave
3BTRON: A Blood-Brain Barrier Recognition Network
errCommunications Biology
IF5.1
err2025-07-04
err0
errOAAI
errNan Fletcher-Lloyd; Isabel Bravo-Ferrer; Katrine Gaasdal-Bech; Blanca Díaz Castro; Payam Barnaghi
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errSave
Predicting Cardiovascular deterioration in a paediatric intensive care unit (PicEWS): a machine learning modelling study of routinely collected health-care data
erreClinicalMedicine
IF10
err2025-07-01
err0
PREAI
errDan Fredman Stein; Michael J. Carter; John Booth; Mark J. Peters; Samiran Ray; Neil J. Sebire; Payam Barnaghi; Mario Cortina-Borja
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errSave
Training neural networks on data sources with unknown reliability
errINFORMATION FUSION
IF15.5
err2025-06-07
err0
PREAI
errCapstick, Alexander; Palermo, Francesca; Cui, Tianyu; Barnaghi, Payam
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errSave
Wearables-derived risk score for unintrusive detection of α-synuclein aggregation or dopaminergic deficit
erreBioMedicine
IF10.8
err2025-06-06
err0
PREAI
errAnn-Kathrin Schalkamp; Kathryn J. Peall; Neil A. Harrison; Valentina Escott-Price; Payam Barnaghi; Cynthia Sandor
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errSave
Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2025-01-28
err0
errOAAI
errLi, Jingteng; Zakka, Kimberley R.; Booth, John; Rigny, Louise; Ray, Samiran; Cortina-Borja, Mario; Barnaghi, Payam; Sebire, Neil
errShare
errSave
Ethics and Artificial Intelligence in the Interdisciplinary Collaborations of Smart Care
errSCIENCE TECHNOLOGY & HUMAN VALUES
IF3.3
err2024-12-13
err1
errOAAI
errHine, Christine; Barnaghi, Payam
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errSave
Assessment of sleep patterns in dementia and general population cohorts using passive in-home monitoring technologies
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-10-31
err0
errOAAI
errRigny, Louise; Fletcher-Lloyd, Nan; Capstick, Alex; Nilforooshan, Ramin; Barnaghi, Payam
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errSave
Experiences with home monitoring technology in older adults with traumatic brain injury: a qualitative study
errBMC GERIATRICS
IF3.8
err2024-09-30
err0
errOAAI
errParkinson, Megan E.; Smith, Rebecca M.; Tanious, Karen; Curtis, Francesca; Doherty, Rebecca; Colon, Lorena; Chena, Lucero; Horrocks, Sophie C.; Harrison, Matthew; Fertleman, Michael B.; Dani, Melanie; Barnaghi, Payam; Sharp, David J.; Li, Lucia M.
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errSave
Analyzing entropy features in time-series data for pattern recognition in neurological conditions
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-04-01
err6
errOAAI
errHuang, Yushan; Zhao, Yuchen; Capstick, Alexander; Palermo, Francesca; Haddadi, Hamed; Barnaghi, Payam
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errSave
A Markov Chain Model for Identifying Changes in Daily Activity Patterns of People Living With Dementia
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-15
err2
errOAAI
errFletcher-Lloyd, Nan; Serban, Alina-Irina; Kolanko, Magdalena; Wingfield, David; Wilson, Danielle; Nilforooshan, Ramin; Barnaghi, Payam; Soreq, Eyal
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errSave
Conversational AI for Monitoring Behaviour and Well-being of People Living with Dementia
errALZHEIMERS & DEMENTIA
IF11.1
err2023-12-25
err0
errOAAI
errLima, Maria R.; Soreq, Eyal; Daniels, Sarah; Barnaghi, Payam; Vaitheswaran, Sridhar; Vaidyanathan, Ravi
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errSave
Discovering Behavioral Patterns Using Conversational Technology for In-Home Health and Well-Being Monitoring
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-11-01
err6
errOAAI
errLima, Maria R.; Su, Ting; Jouaiti, Melanie; Wairagkar, Maitreyee; Malhotra, Paresh; Soreq, Eyal; Barnaghi, Payam; Vaidyanathan, Ravi
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errSave
Negotiating the capacities and limitations of sensor-mediated care in the home
errJOURNAL OF COMPUTER-MEDIATED COMMUNICATION
IF5.7
err2023-08-23
err0
errOAAI
errHine, Christine; Nilforooshan, Ramin; Barnaghi, Payam
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errSave
Using home monitoring technology to study the effects of traumatic brain injury in older multimorbid adults
errANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
IF3.9
err2023-08-03
err2
errOAAI
errParkinson, Megan; Doherty, Rebecca; Curtis, Francesca; Soreq, Eyal; Lai, Helen H. L.; Serban, Alina-Irina; Dani, Melanie; Fertleman, Michael; Barnaghi, Payam J.; Sharp, David M.; Li, Lucia
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Paul Elliott
H-index: 169 · Papers: 1.4K
D
Derk‐Jan Dijk
H-index: 117 · Papers: 602
V
Victor C. M. Leung
H-index: 116 · Papers: 2.3K
A
Abbas Dehghan
H-index: 113 · Papers: 572
J
Jon D. Levine
H-index: 102 · Papers: 654
View more