Ivana Drobnjak - Department of Computer Science, University College London

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Bio

I am a Professor of Computational Healthcare and a Director of the Undergraduate Program at the Department of Computer Science, University CollegeLondon. My main research interests are in developing mathematical and computational methods with applications in medicine and healthcare. I have since worked on computational and AI modelling in medical imaging, microstructure imaging and digital health. My goal is the translation of these methodologies for improving wellbeing and health.

Research Interests

Papers共 78 篇Author StatisticsCo-AuthorSimilar Experts

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Considerations and Recommendations from the ISMRM Diffusion Study Group for Preclinical Diffusion MRI: Part 1: in Vivo Small-Animal Imaging

Ileana O Jelescu,Francesco Grussu,Andrada Ianus, Brian Hansen, Rachel L C Barrett,Manisha Aggarwal,Stijn Michielse, Fatima Nasrallah, Warda Syeda,Nian Wang,Jelle Veraart,Alard Roebroeck,Andrew F Bagdasarian,Cornelius Eichner,Farshid Sepehrband, Jan Zimmermann, Lucas Soustelle, Christien Bowman, Benjamin C Tendler,Andreea Hertanu,Ben Jeurissen,Marleen Verhoye,Lucio Frydman,Yohan van de Looij,David Hike, Jeff F Dunn, Karla Miller,Bennett A Landman,Noam Shemesh, Adam Anderson,Emilie McKinnon, Shawna Farquharson,Flavio Dell'Acqua,Carlo Pierpaoli,Ivana Drobnjak,Alexander Leemans,Kevin D Harkins,Maxime Descoteaux,Duan Xu,Hao Huang, Mathieu D Santin,Samuel C Grant,Andre Obenaus, Gene S Kim,Dan Wu,Denis Le Bihan,Stephen J Blackband,Luisa Ciobanu,Els Fieremans,Ruiliang Bai,Trygve B Leergaard,Jiangyang Zhang,Tim B Dyrby,G Allan Johnson,Julien Cohen-Adad,Matthew D Budde, Kurt G Schilling

Magnetic resonance in medicine (2025)

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Considerations and Recommendations from the ISMRM Diffusion Study Group for Preclinical Diffusion MRI: Part 3-Ex Vivo Imaging: Data Processing, Comparisons with Microscopy, and Tractography

Kurt G Schilling,Amy F D Howard,Francesco Grussu,Andrada Ianus,Brian Hansen,Rachel L C Barrett,Manisha Aggarwal,Stijn Michielse,Fatima Nasrallah,Warda Syeda,Nian Wang,Jelle Veraart,Alard Roebroeck,Andrew F Bagdasarian,Cornelius Eichner,Farshid Sepehrband,Jan Zimmermann,Lucas Soustelle,Christien Bowman,Benjamin C Tendler,Andreea Hertanu,Ben Jeurissen,Marleen Verhoye,Lucio Frydman,Yohan van de Looij,David Hike,Jeff F Dunn,Karla Miller,Bennett A Landman,Noam Shemesh,Adam Anderson,Emilie McKinnon,Shawna Farquharson,Flavio Dell'Acqua,Carlo Pierpaoli,Ivana Drobnjak,Alexander Leemans,Kevin D Harkins,Maxime Descoteaux,Duan Xu,Hao Huang,Mathieu D Santin,Samuel C Grant,Andre Obenaus,Gene S Kim,Dan Wu,Denis Le Bihan,Stephen J Blackband,Luisa Ciobanu,Els Fieremans,Ruiliang Bai,Trygve B Leergaard,Jiangyang Zhang,Tim B Dyrby,G Allan Johnson,Julien Cohen-Adad,Matthew D Budde,Ileana O Jelescu

Magnetic resonance in medicine (2025)

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

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

ICLR 2024 (2024)

Cited1Views0EIBibtex

Acquisition-invariant Brain MRI Segmentation with Informative Uncertainties

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

MEDICAL IMAGE ANALYSIS（2024）

Cited0Views0EIWOSBibtex

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

HUMAN-COMPUTER INTERACTION - INTERACT 2023, PT I (2023): 598-619

Cited1Views0EIBibtex

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 (2023): 119930-119930

Cited3Views0WOSEIBibtex

Recommendations and Guidelines from the ISMRM Diffusion Study Group for Preclinical Diffusion MRI: Part 1 -- in Vivo Small-Animal Imaging

Ileana O Jelescu,Francesco Grussu,Andrada Ianus,Brian Hansen,Rachel L C Barrett,Manisha Aggarwal,Stijn Michielse,Fatima Nasrallah,Warda Syeda,Nian Wang,Jelle Veraart,Alard Roebroeck,Andrew F Bagdasarian,Cornelius Eichner,Farshid Sepehrband,Jan Zimmermann,Lucas Soustelle,Christien Bowman,Benjamin C Tendler,Andreea Hertanu,Ben Jeurissen,Marleen Verhoye,Lucio Frydman,Yohan van de Looij,David Hike,Jeff F Dunn,Karla Miller,Bennett A Landman,Noam Shemesh,Adam Anderson,Emilie McKinnon,Shawna Farquharson,Flavio Dell' Acqua,Carlo Pierpaoli,Ivana Drobnjak,Alexander Leemans,Kevin D Harkins,Maxime Descoteaux,Duan Xu,Hao Huang,Mathieu D Santin,Samuel C. Grant,Andre Obenaus,Gene S Kim,Dan Wu,Denis Le Bihan,Stephen J Blackband,Luisa Ciobanu,Els Fieremans,Ruiliang Bai,Trygve B Leergaard,Jiangyang Zhang,Tim B Dyrby,G Allan Johnson,Julien Cohen-Adad,Matthew D Budde,Kurt G Schilling

arXiv (Cornell University) (2022)

Cited4Views0Bibtex

Recommendations and Guidelines from the ISMRM Diffusion Study Group for Preclinical Diffusion MRI: Part 2 -- Ex Vivo Imaging

Kurt G Schilling,Francesco Grussu,Andrada Ianus,Brian Hansen, Amy FD Howard,Rachel L C Barrett,Manisha Aggarwal,Stijn Michielse,Fatima Nasrallah,Warda Syeda,Nian Wang,Jelle Veraart,Alard Roebroeck,Andrew F Bagdasarian,Cornelius Eichner,Farshid Sepehrband,Jan Zimmermann,Lucas Soustelle,Christien Bowman,Benjamin C Tendler,Andreea Hertanu,Ben Jeurissen,Lucio Frydman,Yohan van de Looij,David Hike,Jeff F Dunn,Karla Miller,Bennett A Landman,Noam Shemesh,Adam Anderson,Emilie McKinnon,Shawna Farquharson,Flavio Dell' Acqua,Carlo Pierpaoli,Ivana Drobnjak,Alexander Leemans,Kevin D Harkins,Maxime Descoteaux,Duan Xu,Hao Huang,Mathieu D Santin,Samuel C. Grant,Andre Obenaus,Gene S Kim,Dan Wu,Denis Le Bihan,Stephen J Blackband,Luisa Ciobanu,Els Fieremans,Ruiliang Bai,Trygve Leergaard,Jiangyang Zhang,Tim B Dyrby,G Allan Johnson,Julien Cohen-Adad,Matthew D Budde,Ileana O Jelescu

arXiv (Cornell University) (2022)

Cited4Views0Bibtex

Optimization of the MR imaging pipeline using simulation

Ivana Drobnjak,Mark Graham,Hui Zhang,Mark Jenkinson

Biomedical Image Synthesis and Simulationpp.165-193, (2022)

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