Logan Z. J. Williams

According to our database, Logan Z. J. Williams authored at least 17 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cortical Surface Diffusion Generative Models.

Zhenshan Xie, Simon Dahan, Logan Z. J. Williams, M. Jorge Cardoso, Emma C. Robinson

CoRR, 2024

2023

ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans.

Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Helena S. Sousa, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson

IEEE Trans. Medical Imaging, April, 2023

Unsupervised Multimodal Surface Registration with Geometric Deep Learning.

Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson

CoRR, 2023

Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach.

Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, MELD project, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl

CoRR, 2023

The Multiscale Surface Vision Transformer.

Simon Dahan, Abdulah Fawaz, Mohamed A. Suliman, Mariana da Silva, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson

CoRR, 2023

Robust and Generalisable Segmentation of Subtle Epilepsy-Causing Lesions: A Graph Convolutional Approach.

Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Surface Analysis with Vision Transformers.

Simon Dahan, Logan Z. J. Williams, Abdulah Fawaz, Daniel Rueckert, Emma C. Robinson

CoRR, 2022

Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces.

Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson

CoRR, 2022

A Deep Generative Model of Neonatal Cortical Surface Development.

Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson

Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis.

Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

A Deep-Discrete Learning Framework for Spherical Surface Registration.

Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

GeoMorph: Geometric Deep Learning for Cortical Surface Registration.

Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

2021

Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age.

Ralica Dimitrova, Maximilian Pietsch, Judit Ciarrusta, Sean P. Fitzgibbon, Logan Z. J. Williams, Daan Christiaens, Lucilio Cordero-Grande, Dafnis Batalle, Antonios Makropoulos, Andreas Schuh, Anthony N. Price, Jana Hutter, Rui Pedro A. G. Teixeira, Emer J. Hughes, Andrew Chew, Shona Falconer, Olivia Carney, Alexia Egloff, Jacques-Donald Tournier, Grainne M. McAlonan, Mary A. Rutherford, Serena J. Counsell, Emma C. Robinson, Joseph V. Hajnal, Daniel Rueckert, A. David Edwards, Jonathan O'Muircheartaigh

NeuroImage, 2021

ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans.

Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson

CoRR, 2021

Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation.

Logan Z. J. Williams, Abdulah Fawaz, Matthew F. Glasser, A. David Edwards, Emma C. Robinson

Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021

Predicting Preterm Birth Using Multimodal Fetal Imaging.

Riine Heinsalu, Logan Z. J. Williams, Aditi Ranjan, Carla Avena Zampieri, Alena Uus, Emma Claire Robinson, Mary A. Rutherford, Lisa Story, Jana Hutter

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity.

Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson

Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021