Arman Eshaghi

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Olga CiccarelliProfessor of NeurologyCorreu electrònic verificat a ucl.ac.uk
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceCorreu electrònic verificat a cs.ucl.ac.uk
Alan J ThompsonProfessor of Clinical Neurology and Neurorehabilitation, University College LondonCorreu electrònic verificat a ucl.ac.uk
Alexandra L YoungUniversity College LondonCorreu electrònic verificat a ucl.ac.uk
Gandini Wheeler-KingshottProfessor in MR PhysicsCorreu electrònic verificat a ucl.ac.uk
Carmen TurMS Centre of Catalonia (Cemcat), VHIR (Spain); Queen Square MS Centre, UCL (UK)Correu electrònic verificat a ucl.ac.uk
Neil P. OxtobyPrincipal Research Associate and UKRI Future Leaders Fellow, University College LondonCorreu electrònic verificat a ucl.ac.uk
Peter A. WijeratneUniversity of SussexCorreu electrònic verificat a sussex.ac.uk
Razvan MarinescuAssist Prof, UC Santa Cruz, Department of Computer Science and Engineering, Genomics InstituteCorreu electrònic verificat a ucsc.edu
Jonathan StuttersUniversity College LondonCorreu electrònic verificat a ucl.ac.uk
Douglas Lorne Arnold, MD, FRCP(C)James McGill Professor: Department of Neurology and Neurosurgery, Faculty of Medicine, McGillCorreu electrònic verificat a mcgill.ca
Maria A RoccaNeuroimaging Research Unit, San Raffaele Scientific IntituteCorreu electrònic verificat a hsr.it
Ahmed ToosyProfessor of NeurologyCorreu electrònic verificat a ucl.ac.uk
BMJ UitdehaagHoogleraar Neurologie, Amsterdam UMCCorreu electrònic verificat a amsterdamumc.nl
Wallace BrownleeQueen Square MS Centre, UCL Institute of NeurologyCorreu electrònic verificat a ucl.ac.uk
Marco LorenziUniversité Côte d'Azur, InriaCorreu electrònic verificat a inria.fr
Sara GarbarinoDipartimento di Matematica, Università di GenovaCorreu electrònic verificat a unige.it
lukas haiderDepartment of Biomedical Imaging and Image Guided Therapy, Medical University of ViennaCorreu electrònic verificat a meduniwien.ac.at
Benedetta BodiniProfessor of Neurology, Sorbonne Université, Paris Brain InstituteCorreu electrònic verificat a icm-institute.org
Sebastian CrutchDementia Research Centre, Institute of Neurology, University College LondonCorreu electrònic verificat a ucl.ac.uk

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Arman Eshaghi

University College London

Correu electrònic verificat a ucl.ac.uk - Pàgina d'inici

machine learning causal inference multiple sclerosis


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Deep gray matter volume loss drives disability worsening in multiple sclerosis A Eshaghi, F Prados, WJ Brownlee, DR Altmann, C Tur, MJ Cardoso, ... Annals of neurology 83 (2), 210-222, 2018	446	2018
Progression of regional grey matter atrophy in multiple sclerosis A Eshaghi, RV Marinescu, AL Young, NC Firth, F Prados, ... Brain 141 (6), 1665-1677, 2018	387	2018
Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data A Eshaghi, AL Young, PA Wijeratne, F Prados, DL Arnold, S Narayanan, ... Nature communications 12 (1), 2078, 2021	237	2021
Early imaging predictors of long-term outcomes in relapse-onset multiple sclerosis WJ Brownlee, DR Altmann, F Prados, KA Miszkiel, A Eshaghi, ... Brain 142 (8), 2276-2287, 2019	188	2019
Nipype KJ Gorgolewski, O Esteban, CJ Markiewicz, E Ziegler, DG Ellis, MP Notter, ... Software, 2018	157	2018
Progressive multifocal leukoencephalopathy: a review of the neuroimaging features and differential diagnosis MA Sahraian, EW Radue, A Eshaghi, S Besliu, A Minagar European Journal of Neurology 19 (8), 1060-1069, 2012	152	2012
Longitudinal assessment of multiple sclerosis with the brain‐age paradigm JH Cole, J Raffel, T Friede, A Eshaghi, WJ Brownlee, D Chard, ... Annals of neurology 88 (1), 93-105, 2020	133	2020
Role of MRI in diagnosis and treatment of multiple sclerosis MA Sahraian, A Eshaghi Clinical neurology and neurosurgery 112 (7), 609-615, 2010	105	2010
Validity and reliability of a Persian translation of the Minimal Assessment of Cognitive Function in Multiple Sclerosis (MACFIMS) A Eshaghi, S Riyahi-Alam, T Roostaei, G Haeri, A Aghsaei, MR Aidi, ... The Clinical Neuropsychologist 26 (6), 975-984, 2012	95	2012
Gray matter MRI differentiates neuromyelitis optica from multiple sclerosis using random forest A Eshaghi, V Wottschel, R Cortese, M Calabrese, MA Sahraian, ... Neurology 87 (23), 2463-2470, 2016	82	2016
Temporal and spatial evolution of grey matter atrophy in primary progressive multiple sclerosis A Eshaghi, B Bodini, GR Ridgway, D García-Lorenzo, DJ Tozer, ... Neuroimage 86, 257-264, 2014	72	2014
The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ... arXiv preprint arXiv:2002.03419, 2020	64	2020
DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders RV Marinescu, A Eshaghi, M Lorenzi, AL Young, NP Oxtoby, S Garbarino, ... NeuroImage 192, 166-177, 2019	64	2019
BrainPainter: A software for the visualisation of brain structures, biomarkers and associated pathological processes RV Marinescu, A Eshaghi, DC Alexander, P Golland Multimodal Brain Image Analysis and Mathematical Foundations of …, 2019	59	2019
Classification algorithms with multi-modal data fusion could accurately distinguish neuromyelitis optica from multiple sclerosis A Eshaghi, S Riyahi-Alam, R Saeedi, T Roostaei, A Nazeri, A Aghsaei, ... NeuroImage: Clinical 7, 306-314, 2015	55	2015
Pathologic correlates of the magnetization transfer ratio in multiple sclerosis M Moccia, S van de Pavert, A Eshaghi, L Haider, J Pichat, M Yiannakas, ... Neurology 95 (22), e2965-e2976, 2020	50	2020
pySuStaIn: a Python implementation of the Subtype and Stage Inference algorithm LM Aksman, PA Wijeratne, NP Oxtoby, A Eshaghi, C Shand, A Altmann, ... SoftwareX 16, 100811, 2021	43	2021
Staging and stratifying cognitive dysfunction in multiple sclerosis C Wojcik, TA Fuchs, H Tran, MG Dwyer, D Jakimovski, M Unverdi, ... Multiple Sclerosis Journal 28 (3), 463-471, 2022	42	2022
Predicting disability progression and cognitive worsening in multiple sclerosis using patterns of grey matter volumes E Colato, J Stutters, C Tur, S Narayanan, DL Arnold, ... Journal of Neurology, Neurosurgery & Psychiatry 92 (9), 995-1006, 2021	42	2021
Applying causal models to explore the mechanism of action of simvastatin in progressive multiple sclerosis A Eshaghi, RA Kievit, F Prados, CH Sudre, J Nicholas, MJ Cardoso, ... Proceedings of the National Academy of Sciences 116 (22), 11020-11027, 2019	39	2019

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