Marc Modat

Best Publications

• Fast free-form deformation using graphics processing units

  Marc Modat;Gerard R. Ridgway;Zeike A. Taylor;Manja Lehmann

  1286
  Citations

• NiftyNet: a deep-learning platform for medical imaging

  Eli Gibson;Wenqi Li;Carole H. Sudre;Lucas Fidon

  621
  Citations

• Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge

  K. Murphy;B. van Ginneken;J. M. Reinhardt;S. Kabus

  518
  Citations

• Weakly-supervised convolutional neural networks for multimodal image registration.

  Yipeng Hu;Yipeng Hu;Marc Modat;Eli Gibson;Wenqi Li

  456
  Citations

• Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study.

  Michela Antonelli;Rose S Penfold;Jordi Merino;Carole H Sudre

  454
  Citations

• Attenuation correction synthesis for hybrid PET-MR scanners: application to brain studies.

  Ninon Burgos;M. Jorge Cardoso;Kris Thielemans;Marc Modat

  423
  Citations

• Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion

  M. Jorge Cardoso;Marc Modat;Robin Wolz;Andrew Melbourne

  404
  Citations

• Global image registration using a symmetric block-matching approach

  Marc Modat;David M. Cash;Pankaj Daga;Gavin P. Winston

  396
  Citations

• The importance of appropriate partial volume correction for PET quantification in Alzheimer's disease.

  Benjamin A. Thomas;Kjell Erlandsson;Marc Modat;Lennart Thurfjell

  342
  Citations

• An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease

  Hubert M. J. Fonteijn;Hubert M. J. Fonteijn;Marc Modat;Matthew J. Clarkson;Matthew J. Clarkson;Josephine Barnes

  299
  Citations

• STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation

  M. Jorge Cardoso;Kelvin Leung;Marc Modat;Shiva Keihaninejad

  298
  Citations

• Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

  Jonathan Young;Marc Modat;Manuel J. Cardoso;Alex Mendelson

  288
  Citations

• Distinct profiles of brain atrophy in frontotemporal lobar degeneration caused by progranulin and tau mutations.

  Jonathan D. Rohrer;Gerard R. Ridgway;Gerard R. Ridgway;Marc Modat;Marc Modat;Sebastien Ourselin;Sebastien Ourselin

  256
  Citations

• Toward adaptive radiotherapy for head and neck patients: Feasibility study on using CT-to-CBCT deformable registration for "dose of the day" calculations.

  Catarina Veiga;Jamie McClelland;Syed Moinuddin;Ana Lourenço

  245
  Citations

• A comparison of voxel and surface based cortical thickness estimation methods

  Matthew J. Clarkson;Manuel Jorge Cardoso;Gerard R. Ridgway;Gerard R. Ridgway;Marc Modat

  226
  Citations

• Brain MAPS: An automated, accurate and robust brain extraction technique using a template library

  Kelvin K. Leung;Josephine Barnes;Marc Modat;Gerard R. Ridgway

  222
  Citations

• A Survey of Methods for 3D Histology Reconstruction.

  Jonas Pichat;Juan Eugenio Iglesias;Tarek A. Yousry;Sébastien Ourselin

  205
  Citations

• Symptom clusters in COVID-19: A potential clinical prediction tool from the COVID Symptom Study app.

  Carole H. Sudre;Carole H. Sudre;Karla A. Lee;Mary Ni Lochlainn;Thomas Varsavsky

  178
  Citations

• Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT

  Zhoubing Xu;Christopher P. Lee;Mattias P. Heinrich;Marc Modat

  169
  Citations

• Probable delirium is a presenting symptom of COVID-19 in frail, older adults: a cohort study of 322 hospitalised and 535 community-based older adults.

  Maria Beatrice Zazzara;Maria Beatrice Zazzara;Rose S Penfold;Amy L Roberts;Karla A Lee

  140
  Citations

• Label-driven weakly-supervised learning for multimodal deformarle image registration

  Yipeng Hu;Marc Modat;Eli Gibson;Nooshin Ghavami

  139
  Citations

• The Importance of Group-Wise Registration in Tract Based Spatial Statistics Study of Neurodegeneration: A Simulation Study in Alzheimer's Disease

  Shiva Keihaninejad;Natalie S. Ryan;Ian B. Malone;Marc Modat

  108
  Citations

• Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.

  Mostafa Mehdipour Ghazi;Mads Nielsen;Akshay Pai;M Jorge Cardoso

  105
  Citations

• aMAP is a validated pipeline for registration and segmentation of high-resolution mouse brain data.

  Christian J. Niedworok;Christian J. Niedworok;Alexander P. Y. Brown;Alexander P. Y. Brown;M. Jorge Cardoso;Pavel Osten

  105
  Citations

• NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics

  Stian Flage Johnsen;Zeike A. Taylor;Matthew J. Clarkson;John H. Hipwell

  102
  Citations

• Toward adaptive radiotherapy for head and neck patients: Uncertainties in dose warping due to the choice of deformable registration algorithm.

  Catarina Veiga;Ana Mónica Lourenço;Syed Mouinuddin;Marcel van Herk

  99
  Citations

• AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI

  M. Jorge Cardoso;Andrew Melbourne;Giles S. Kendall;Marc Modat

  91
  Citations

• A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images

  Lianghao Han;John H. Hipwell;Bjorn Eiben;Dean Barratt

  89
  Citations

• Lung registration using the NiftyReg package

  Marc Modat;Jamie McClelland

  87
  Citations

• Automatic Structural Parcellation of Mouse Brain MRI Using Multi-Atlas Label Fusion

  Da Ma;Manuel J. Cardoso;Marc Modat;Nick Powell

  81
  Citations

• Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge

  David M. Cash;Chris Frost;Leonardo O. Iheme;Devrim Ünay

  78
  Citations

• Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping

  Jon O. Cleary;Marc Modat;Francesca C. Norris;Francesca C. Norris;Anthony N. Price

  68
  Citations

• Validation of clinical acceptability of an atlas-based segmentation algorithm for the delineation of organs at risk in head and neck cancer.

  Albert K. Hoang Duc;Gemma Eminowicz;Ruheena Mendes;Swee-Ling Wong

  68
  Citations

• Using manifold learning for atlas selection in multi-atlas segmentation

  Albert K. Hoang Duc;Marc Modat;Kelvin K. Leung;M. Jorge Cardoso

  65
  Citations