Ivana Drobnjak

According to our database, Ivana Drobnjak authored at least 21 papers between 2006 and 2024.

Collaborative distances:

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

2024

Acquisition-invariant brain MRI segmentation with informative uncertainties.

Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso

Medical Image Anal., February, 2024

Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning.

Ahmed Abdulaal, Adamos Hadjivasiliou, Nina Montaña Brown, Tiantian He, Ayodeji Ijishakin, Ivana Drobnjak, Daniel C. Castro, Daniel C. Alexander

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Temporal Diffusion Ratio (TDR) for imaging restricted diffusion: Optimisation and pre-clinical demonstration.

William Warner, Marco Palombo, Renata Cruz, Ross Callaghan, Noam Shemesh, Derek K. Jones, Flavio Dell'Acqua, Andrada Ianus, Ivana Drobnjak

NeuroImage, April, 2023

Designing Remote Patient Monitoring Technologies for Post-operative Home Cancer Recovery: The Role of Reassurance.

Constantinos Timinis, Jeremy Opie, Simon Watt, Pramit Khetrapal, John Kelly, Manolis Mavrikis, Yvonne Rogers, Ivana Drobnjak

Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

2021

Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination.

Ioana Hill, Marco Palombo, Mathieu D. Santin, Francesca Branzoli, Anne-Charlotte Philippe, Demian Wassermann, Marie-Stephane Aigrot, Bruno Stankoff, Anne Baron-Van Evercooren, Mehdi Felfli, Dominique Langui, Hui Zhang, Stéphane Lehéricy, Alexandra Petiet, Daniel C. Alexander, Olga Ciccarelli, Ivana Drobnjak

NeuroImage, 2021

Physical and digital phantoms for validating tractography and assessing artifacts.

Ivana Drobnjak, Peter Neher, Cyril Poupon, Tabinda Sarwar

NeuroImage, 2021

The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties.

Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, Manuel Jorge Cardoso

Proceedings of the Simulation and Synthesis in Medical Imaging, 2021

2019

Physics-Informed Brain MRI Segmentation.

Pedro Borges, Carole H. Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso

Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

2018

Low frequency oscillating gradient spin-echo sequences improve sensitivity to axon diameter: An experimental study in viable nerve tissue.

Lebina S. Kakkar, Oscar F. Bennett, Bernard Siow, Simon Richardson, Andrada Ianus, Tom Quick, David Atkinson, James B. Phillips, Ivana Drobnjak

NeuroImage, 2018

Accurate estimation of microscopic diffusion anisotropy and its time dependence in the mouse brain.

Andrada Ianus, Sune Nørhøj Jespersen, Teresa Serradas Duarte, Daniel C. Alexander, Ivana Drobnjak, Noam Shemesh

NeuroImage, 2018

A supervised learning approach for diffusion MRI quality control with minimal training data.

Mark S. Graham, Ivana Drobnjak, Hui Zhang

NeuroImage, 2018

Susceptibility-induced distortion that varies due to motion: Correction in diffusion MR without acquiring additional data.

Jesper L. R. Andersson, Mark S. Graham, Ivana Drobnjak, Hui Zhang, Jon Campbell

NeuroImage, 2018

2017

Quality Assessment of Ambulatory ECG Using Wavelet Entropy of the HRV Signal.

Christina Orphanidou, Ivana Drobnjak

IEEE J. Biomed. Health Informatics, 2017

Machine learning based compartment models with permeability for white matter microstructure imaging.

Gemma L. Nedjati-Gilani, Torben Schneider, Matt G. Hall, Niamh Cawley, Ioana Hill, Olga Ciccarelli, Ivana Drobnjak, Claudia A. M. Gandini Wheeler-Kingshott, Daniel C. Alexander

NeuroImage, 2017

Towards a comprehensive framework for movement and distortion correction of diffusion MR images: Within volume movement.

Jesper L. R. Andersson, Mark S. Graham, Ivana Drobnjak, Hui Zhang, Nicola Filippini, Matteo Bastiani

NeuroImage, 2017

2016

Realistic simulation of artefacts in diffusion MRI for validating post-processing correction techniques.

Mark S. Graham, Ivana Drobnjak, Hui Zhang

NeuroImage, 2016

Microstructure Imaging Sequence Simulation Toolbox.

Andrada Ianus, Daniel C. Alexander, Ivana Drobnjak

Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

2015

Model-Based Estimation of Microscopic Anisotropy in Macroscopically Isotropic Substrates Using Diffusion MRI.

Andrada Ianus, Ivana Drobnjak, Daniel C. Alexander

Proceedings of the Information Processing in Medical Imaging, 2015

A Simulation Framework for Quantitative Validation of Artefact Correction in Diffusion MRI.

Mark S. Graham, Ivana Drobnjak, Hui Zhang

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery.

Pankaj Daga, Tejas Pendse, Marc Modat, Mark White, Laura Mancini, Gavin P. Winston, Andrew W. McEvoy, John S. Thornton, Tarek A. Yousry, Ivana Drobnjak, John S. Duncan, Sébastien Ourselin

Medical Image Anal., 2014

2006

Oscillations in a Maturation Model of Blood Cell Production.

Ivana Drobnjak, Andrew C. Fowler, Michael C. Mackey

SIAM J. Appl. Math., 2006