Ivana Drobnjak

26 papers A* 2Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Co-Creating Reassurance Journey Maps to Foster Engagement in Remote Patient Monitoring for Post-Operative Cancer Care. CHI Constantinos Timinis, Jeremy Opie, Simon Watt, Yvonne Rogers, Ivana Drobnjak
2025	J	`jnl`	Multi-Modal AI for Remote Patient Monitoring in Cancer Care. CoRR Yansong Liu, Ronnie Stafford, Pramit Khetrapal, Huriye Kocadag, Graça Carvalho, Patricia de Winter, Maryam Imran, Amelia Snook, Adamos Hadjivasiliou, D. Vijay Anand, Weining Lin, John Kelly, Yukun Zhou, Ivana Drobnjak
2025	J	`jnl`	Towards Multimodal Representation Learning in Paediatric Kidney Disease. CoRR Ana Durica, John Booth, Ivana Drobnjak
2024	J	`jnl`	Acquisition-invariant brain MRI segmentation with informative uncertainties. Medical Image Anal. Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso
2024	A*	`conf`	Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning. ICLR Ahmed Abdulaal, Adamos Hadjivasiliou, Nina Montaña Brown, Tiantian He, Ayodeji Ijishakin, Ivana Drobnjak, Daniel C. Castro, Daniel C. Alexander
2023	—	`conf`	Designing Remote Patient Monitoring Technologies for Post-operative Home Cancer Recovery: The Role of Reassurance. INTERACT (1) Constantinos Timinis, Jeremy Opie, Simon Watt, Pramit Khetrapal, John Kelly, Manolis Mavrikis, Yvonne Rogers, Ivana Drobnjak
2023	J	`jnl`	Temporal Diffusion Ratio (TDR) for imaging restricted diffusion: Optimisation and pre-clinical demonstration. NeuroImage William Warner, Marco Palombo, Renata Cruz, Ross Callaghan, Noam Shemesh, Derek K. Jones, Flavio Dell'Acqua, Andrada Ianus, Ivana Drobnjak
2021	J	`jnl`	Acquisition-invariant brain MRI segmentation with informative uncertainties. CoRR Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso
2021	J	`jnl`	Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination. NeuroImage 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
2021	J	`jnl`	Physical and digital phantoms for validating tractography and assessing artifacts. NeuroImage Ivana Drobnjak, Peter Neher, Cyril Poupon, Tabinda Sarwar
2021	—	`conf`	The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties. SASHIMI@MICCAI Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, Manuel Jorge Cardoso
2021	J	`jnl`	The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties. CoRR Pedro Borges, Richard Shaw, Thomas Varsavsky, Kerstin Kläser, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso
2019	—	`conf`	Physics-Informed Brain MRI Segmentation. SASHIMI@MICCAI Pedro Borges, Carole H. Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sébastien Ourselin, M. Jorge Cardoso
2018	J	`jnl`	A supervised learning approach for diffusion MRI quality control with minimal training data. NeuroImage Mark S. Graham, Ivana Drobnjak, Hui Zhang
2018	J	`jnl`	Accurate estimation of microscopic diffusion anisotropy and its time dependence in the mouse brain. NeuroImage Andrada Ianus, Sune Nørhøj Jespersen, Teresa Serradas Duarte, Daniel C. Alexander, Ivana Drobnjak, Noam Shemesh
2018	J	`jnl`	Low frequency oscillating gradient spin-echo sequences improve sensitivity to axon diameter: An experimental study in viable nerve tissue. NeuroImage Lebina S. Kakkar, Oscar F. Bennett, Bernard Siow, Simon Richardson, Andrada Ianus, Tom Quick, David Atkinson, James B. Phillips, Ivana Drobnjak
2018	J	`jnl`	Susceptibility-induced distortion that varies due to motion: Correction in diffusion MR without acquiring additional data. NeuroImage Jesper L. R. Andersson, Mark S. Graham, Ivana Drobnjak, Hui Zhang, Jon Campbell
2017	J	`jnl`	Machine learning based compartment models with permeability for white matter microstructure imaging. NeuroImage 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
2017	J	`jnl`	Quality Assessment of Ambulatory ECG Using Wavelet Entropy of the HRV Signal. IEEE J. Biomed. Health Informatics Christina Orphanidou, Ivana Drobnjak
2017	J	`jnl`	Towards a comprehensive framework for movement and distortion correction of diffusion MR images: Within volume movement. NeuroImage Jesper L. R. Andersson, Mark S. Graham, Ivana Drobnjak, Hui Zhang, Nicola Filippini, Matteo Bastiani
2016	—	`conf`	Microstructure Imaging Sequence Simulation Toolbox. SASHIMI@MICCAI Andrada Ianus, Daniel C. Alexander, Ivana Drobnjak
2016	J	`jnl`	Realistic simulation of artefacts in diffusion MRI for validating post-processing correction techniques. NeuroImage Mark S. Graham, Ivana Drobnjak, Hui Zhang
2015	—	`conf`	A Simulation Framework for Quantitative Validation of Artefact Correction in Diffusion MRI. IPMI Mark S. Graham, Ivana Drobnjak, Hui Zhang
2015	—	`conf`	Model-Based Estimation of Microscopic Anisotropy in Macroscopically Isotropic Substrates Using Diffusion MRI. IPMI Andrada Ianus, Ivana Drobnjak, Daniel C. Alexander
2014	J	`jnl`	Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery. Medical Image Anal. 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
2006	J	`jnl`	Oscillations in a Maturation Model of Blood Cell Production. SIAM J. Appl. Math. Ivana Drobnjak, Andrew C. Fowler, Michael C. Mackey