Publications by authors named "Marc Modat"

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Left ventricular geometry, brain architecture, and cognition: an observational study.
Pier-Giogio Masci, Maxim Freydin, Gianni Andreozzi, Esther Puyol-Anton, Aqeel T Mohamed, Marc Modat

Eur Heart J· October 2025

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Impact of hospital-specific domain adaptation on BERT-based models to classify neuroradiology reports.
Siddharth Agarwal, David Wood, Benjamin A K Murray, Yiran Wei, Ayisha Al Busaidi, Marc Modat

Eur Radiol· September 2025

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Convolutional neural network using magnetic resonance brain imaging to predict outcome from tuberculosis meningitis.
Trinh Huu Khanh Dong, Liane S Canas, Joseph Donovan, Daniel Beasley, Nguyen Thuy Thuong-Thuong, Marc Modat

PLoS One· May 2025

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Machine Learning Algorithms to Predict the Risk of Rupture of Intracranial Aneurysms: a Systematic Review.
Karan Daga, Siddharth Agarwal, Zaeem Moti, Matthew B K Lee, Munaib Din, Marc Modat

Clin Neuroradiol· March 2025

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Symptom evolution in individuals with ongoing symptomatic COVID-19 and post-COVID-19 syndrome after SARS-CoV-2 vaccination versus influenza vaccination.
Khaled Rjoob, Michela Antonelli, Benjamin Murray, Erika Molteni, Nathan Cheetham, Marc Modat

J Infect· February 2025

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Lazy Resampling: Fast and information preserving preprocessing for deep learning.
Benjamin Murray, Richard Brown, Pengcheng Ma, Eric Kerfoot, Daguang Xu, Marc Modat

Comput Methods Programs Biomed· December 2024

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Artificial Intelligence Applications for Imaging Metabolic Bone Diseases.
Amanda Isaac, Asli Irmak Akdogan, Danoob Dalili, Nuran Saber, David Drobny, Marc Modat

Semin Musculoskelet Radiol· October 2024

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Predicting 1, 2 and 3 year emergent referable diabetic retinopathy and maculopathy using deep learning.
Paul Nderitu, Joan M Nunez do Rio, Laura Webster, Samantha Mann, M Jorge Cardoso, Marc Modat

Commun Med (Lond)· August 2024

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Symptoms before and after COVID-19: a population and case-control study using prospective data.
Carole H Sudre, Michela Antonelli, Nathan J Cheetham, Erika Molteni, Liane S Canas, Marc Modat

Eur Respir J· July 2024

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Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data.
Liane S Canas, Trinh H K Dong, Daniel Beasley, Joseph Donovan, Jon O Cleary, Marc Modat

Sci Rep· July 2024

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Glioblastoma and radiotherapy: A multicenter AI study for Survival Predictions from MRI (GRASP study).
Alysha Chelliah, David A Wood, Liane S Canas, Haris Shuaib, Stuart Currie, Marc Modat

Neuro Oncol· June 2024

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Effect of socioeconomic deprivation as determined by the English deprivation deciles on the progression of diabetic retinopathy and maculopathy: a multivariate case-control analysis of 88 910 patients attending a South-East London diabetic eye screening service.
Periklis Giannakis, Paul Nderitu, Joan M Nunez do Rio, Laura Webster, Samantha Mann, Marc Modat

Br J Ophthalmol· May 2024

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Radiogenomic biomarkers for immunotherapy in glioblastoma: A systematic review of magnetic resonance imaging studies.
Prajwal Ghimire, Ben Kinnersley, Golestan Karami, Prabhu Arumugam, Richard Houlston, Marc Modat

Neurooncol Adv· April 2024

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Systematic Review of Artificial Intelligence for Abnormality Detection in High-volume Neuroimaging and Subgroup Meta-analysis for Intracranial Hemorrhage Detection.
Siddharth Agarwal, David Wood, Mariusz Grzeda, Chandhini Suresh, Munaib Din, Marc Modat

Clin Neuroradiol· December 2023

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SARS-CoV-2 infection following booster vaccination: Illness and symptom profile in a prospective, observational community-based case-control study.
Michela Antonelli, Rose S Penfold, Liane Dos Santos Canas, Carole Sudre, Khaled Rjoob, Marc Modat

J Infect· December 2023

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Application of deep learning models for detection of subdural hematoma: a systematic review and meta-analysis.
Siddharth Agarwal, David A Wood, Marc Modat, Thomas C Booth

J Neurointerv Surg· October 2023

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The effects of COVID-19 on cognitive performance in a community-based cohort: a COVID symptom study biobank prospective cohort study.
Nathan J Cheetham, Rose Penfold, Valentina Giunchiglia, Vicky Bowyer, Carole H Sudre, Marc Modat

EClinicalMedicine· August 2023

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Profiling post-COVID-19 condition across different variants of SARS-CoV-2: a prospective longitudinal study in unvaccinated wild-type, unvaccinated alpha-variant, and vaccinated delta-variant populations.
Liane S Canas, Erika Molteni, Jie Deng, Carole H Sudre, Benjamin Murray, Marc Modat

Lancet Digit Health· July 2023

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Operationalizing the centiloid scale for [F]florbetapir PET studies on PET/MRI.
William Coath, Marc Modat, M Jorge Cardoso, Pawel J Markiewicz, Christopher A Lane

Alzheimers Dement (Amst)· May 2023

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Detection of cerebral aneurysms using artificial intelligence: a systematic review and meta-analysis.
Munaib Din, Siddharth Agarwal, Mariusz Grzeda, David A Wood, Marc Modat

J Neurointerv Surg· March 2023

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Adulthood cognitive trajectories over 26 years and brain health at 70 years of age: findings from the 1946 British Birth Cohort.
Sarah-Naomi James, Jennifer M Nicholas, Kirsty Lu, Ashvini Keshavan, Christopher A Lane, Marc Modat

Neurobiol Aging· February 2023

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CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Marc Modat

Med Image Anal· January 2023

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Author Correction: Federated learning enables big data for rare cancer boundary detection.
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, Marc Modat

Nat Commun· January 2023

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Federated learning enables big data for rare cancer boundary detection.
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, Marc Modat

Nat Commun· December 2022

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