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Julia Schnabel
Full Professor, Helmholtz Center Munich, Germany
Full Professor, Technische Universität München
Full Professor, King's College London
Joined
April 2018
Names
Julia Schnabel
,
Julia A Schnabel
,
J A Schnabel
,
Julia A. Schnabel
,
Julia Anne Schnabel
Emails
****@kcl.ac.uk
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@tum.de
(Confirmed)
,
****@helmholtz-munich.de
(Confirmed)
,
****@helmholtz-muenchen.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Career & Education History
Full Professor
Helmholtz Center Munich, Germany
(helmholtz-munich.de)
2021
–
Present
Full Professor
Technische Universität München
(tum.de)
2021
–
Present
Full Professor
King's College London
(kcl.ac.uk)
2015
–
Present
Full Professor
University of Oxford
(ox.ac.uk)
2014
–
2015
Associate Professor
University of Oxford
(ox.ac.uk)
2007
–
2015
Postdoc
University College London
(ucl.ac.uk)
2005
–
2007
Postdoc
King's College London
(kcl.ac.uk)
1999
–
2004
Postdoc
University Medical Center Utrecht
(isi.uu.nl)
1998
–
1999
Postdoc
University College London, University of London
(ucl.ac.uk)
1997
–
1998
PhD student
University College London
(ucl.ac.uk)
1994
–
1997
MS student
TU Berlin
(tu-berlin.de)
1989
–
1993
Advisors, Relations & Conflicts
Postdoc Advisee
Eric Kerfoot
Present
Advisee
ilkay oksuz
2017
–
Present
Coauthor
Hirohisa Oda
2016
–
Present
Coauthor
Ben Glocker
2015
–
Present
Coauthor
Bernhard Kainz
2015
–
Present
Postdoc Advisee
Tong Zhang
2015
–
Present
Coworker
Bernhard Kainz
2014
–
Present
Coworker
Kensaki Mori
2013
–
Present
Advisee
Mattias P. Heinrich
2009
–
Present
Coauthor
Daniel Rueckert
2000
–
Present
Family
Till Schnabel
2000
–
Present
Family
Daniel Rueckert
1989
–
Present
Coauthor
Adam Szmul
2016
–
2016
Coauthor
Christian Ledig
2016
–
2016
Coauthor
Russell Bates
2015
–
2016
Coauthor
Andre Hallack
2014
–
2016
Coauthor
Bartåomiej w. Papieå¼
2014
–
2016
Coauthor
Joseph Hajnal
2012
–
2016
Coauthor
Ivor Simpson
2011
–
2016
Coauthor
Andrew Melbourne
2015
–
2015
Coauthor
Andrew Melbourne
2015
–
2015
Coauthor
Serena j. Counsell
2015
–
2015
Coauthor
Manuel jorge Cardoso
2013
–
2015
Coauthor
Laurent Risser
2011
–
2015
Coauthor
Sebastien Ourselin
2008
–
2015
Coauthor
Sebastien Ourselin
2008
–
2015
Coauthor
Marc Modat
2008
–
2015
Coauthor
Liam Cattell
2014
–
2014
Coauthor
Liam Cattell
2014
–
2014
Coauthor
Chloe Hutton
2014
–
2014
Coauthor
Monica Enescu
2013
–
2014
Coauthor
Monica Enescu
2013
–
2014
Coauthor
Roger Gunn
2012
–
2014
Coauthor
Jieqing Jiao
2012
–
2014
Coauthor
Amalia Cifor
2012
–
2014
Coauthor
Amalia Cifor
2012
–
2014
Coauthor
Roger Gunn
2012
–
2014
Coauthor
Jieqing Jiao
2012
–
2014
Coauthor
Ben Glocker
2011
–
2014
Coauthor
Franã§ois-xavier Vialard
2013
–
2013
Coauthor
Habib Baluwala
2011
–
2013
Coauthor
Manav Bhushan
2011
–
2013
Coauthor
Mark Jenkinson
2008
–
2013
Coauthor
Nassir Navab
2011
–
2011
Coauthor
Tal Arbel
2011
–
2011
Coauthor
Alison Noble
2008
–
2008
Expertise
image reconstruction
,
image acquisition
,
image restoration
2015
–
Present
machine learning
,
deep learning
2007
–
Present
medical imaging
,
image analysis
,
image processing
,
image computing
1993
–
Present
segmentation
,
registration
,
tracking
,
motion correction
,
classification
,
detection
1993
–
Present
Publications
Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets
Nicholas Konz
,
Richard Osuala
,
Preeti Verma
,
Yuwen Chen
,
Hanxue Gu
,
Haoyu Dong
,
Yaqian Chen
,
Andrew Marshall
,
Lidia Garrucho
,
Kaisar Kushibar
,
Daniel M. Lang
,
Gene S. Kim
,
Lars J. Grimm
,
John M. Lewin
,
James s Duncan
,
Julia Schnabel
,
Oliver Diaz
,
Karim Lekadir
,
Maciej A Mazurowski
Medical Image Analysis
Readers:
Everyone
Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery
Daniel Sens
,
Liubov Shilova
,
Adrian V Dalca
,
Julia Schnabel
,
Francesco Paolo Casale
MIDL 2026 Poster
Readers:
Everyone
From model based to learned regularization in medical image registration: A comprehensive review
Anna Reithmeir
,
Veronika Spieker
,
Vasiliki Sideri-Lampretsa
,
Daniel Rueckert
,
Julia Schnabel
,
Veronika A Zimmer
Medical Image Analysis
Readers:
Everyone
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations
Marta Hasny
,
Maxime Di Folco
,
Keno Bressem
,
Julia Schnabel
EurIPS 2025 Workshop MedEurIPS Submission
Readers:
Everyone
GroundingDINO for Open-Set Lesion Detection in Medical Imaging
Samuel James Roughley
,
Johanna Paula Müller
,
Shangqi Gao
,
Zeyu Gao
,
Marta Ligero
,
Rudolfs Blums
,
Mireia Crispin-Ortuzar
,
Julia A. Schnabel
,
Bernhard Kainz
,
Cosmin I. Bercea
,
Ines Prata Machado
MSB EMERGE 2025 Oral
Readers:
Everyone
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
Cosmin I. Bercea
,
Jun Li
,
Philipp Raffler
,
Evamaria Olga Riedel
,
Lena Schmitzer
,
Angela Kurz
,
Felix Bitzer
,
Paula Roßmüller
,
Julian Canisius
,
Mirjam L. Beyrle
,
Che Liu
,
Wenjia Bai
,
Bernhard Kainz
,
Julia A. Schnabel
,
Benedikt Wiestler
NeurIPS 2025 Datasets and Benchmarks Track oral
Readers:
Everyone
Semantic Alignment of Unimodal Medical Text and Vision Representations
Maxime Di Folco
,
Emily Chan
,
Marta Hasny
,
Cosmin I. Bercea
,
Julia A. Schnabel
CoRR 2025
Readers:
Everyone
Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions
Jun Li
,
Che Liu
,
Wenjia Bai
,
Rossella Arcucci
,
Cosmin I. Bercea
,
Julia A. Schnabel
CoRR 2025
Readers:
Everyone
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations
Marta Hasny
,
Maxime Di Folco
,
Keno Bressem
,
Julia A. Schnabel
CoRR 2025
Readers:
Everyone
View all 117 publications
Co-Authors
Adam Grant Chandler
Adam Szmul
Adrian V Dalca
Alberto Gomez
Alejandra Castelblanco
Alex Grafton
Alexander Ziller
Alexandra S. Gersing
Alison Ho
Alistair A. Young
Amalia Cifor
Andre Hallack
Andreas Degenhard
Andrew D. Castellano-Smith
Andrew Marshall
Andrew P. King
Angela Kurz
Ann-Kathrin Lohse
Anna Reithmeir
Anne Hilgendorff
Anneliese Riess
Apostolia Tsirikoglou
Arian Beqiri
Bartlomiej W. Papiez
Benedikt Wiestler
View all 255 co-authors