OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Lena Maier-hein
Full Professor, IMSY, Deutsches Krebsforschungszentrum
Joined
February 2019
Names
Lena Maier-hein
(Preferred)
,
Lena Maier-Hein
Emails
****@dkfz-heidelberg.de
(Confirmed)
,
****@dkfz.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Full Professor
IMSY ,
Deutsches Krebsforschungszentrum
(dkfz.de)
2017
–
Present
Advisors, Relations & Conflicts
Coauthor
Stefanie Speidel
2009
–
Present
Coauthor
Ben Glocker
2016
–
2016
Coauthor
Nadine Bellemann
2012
–
2016
Coauthor
Mark Servatius
2012
–
2016
Coauthor
Lena Maier-hein
2006
–
2016
Coauthor
Katrin Honauer
2015
–
2015
Coauthor
Justin Iszatt
2013
–
2015
Coauthor
Terry Peters
2014
–
2014
Coauthor
Kevin Cleary
2014
–
2014
Coauthor
Stefan Suwelack
2014
–
2014
Coauthor
Shobhit Arya
2014
–
2014
Coauthor
Bram Stieltjes
2013
–
2014
Coauthor
Bram Stieltjes
2013
–
2014
Coauthor
Rolf Bendl
2012
–
2014
Coauthor
Wolfgang Birkfellner
2012
–
2014
Coauthor
Tobias Heimann
2011
–
2014
Coauthor
Hannes Hofmann
2013
–
2013
Postdoc Advisor
Daniel Elson
2012
–
2012
Coauthor
Claire Baegert
2010
–
2010
Coauthor
Felix Nickel
2009
–
2009
Expertise
AI Validatation
2014
–
Present
Computational biophotonics
2013
–
Present
Biophotonics
2013
–
Present
Surgical data science
2012
–
Present
Biomedical Image Analysis
2006
–
Present
Surgical Data Science
2006
–
Present
Computer assisted interventions
2005
–
Present
Machine Learning
2005
–
Present
Publications
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis
Alexander Baumann
,
Leonardo Ayala
,
Silvia Seidlitz
,
Jan Sellner
,
Alexander Studier-Fischer
,
Berkin Özdemir
,
Lena Maier-hein
,
Slobodan Ilic
ICLR 2026 Poster
Readers:
Everyone
Some hidden traps of confidence intervals in medical image segmentation: coverage issues
Pascaline André
,
Charles Heitz
,
Evangelia Christodoulou
,
Annika Reinke
,
Carole H. Sudre
,
Michela Antonelli
,
M. Jorge Cardoso
,
Antoine Gilson
,
Sophie Tezenas du Montcel
,
Gaël Varoquaux
,
Lena Maier-hein
,
Olivier Colliot
BRIDGE 2025 Poster
Readers:
Everyone
SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks
Kim-Celine Kahl
,
Selen Erkan
,
Jeremias Traub
,
Carsten T. Lüth
,
Klaus Maier-Hein
,
Lena Maier-hein
,
Paul F Jaeger
Accepted by TMLR
Readers:
Everyone
Domain-Specific Benchmarking of Vision-Language Models: A Task Augmentation Framework Using Metadata
Tim Rädsch
,
Leon Mayer
,
Simon Pavicic
,
Ali Emre Kavur
,
Marcel Knopp
,
Barış Öztürk
,
Klaus Maier-Hein
,
Paul F Jaeger
,
Fabian Isensee
,
Annika Reinke
,
Lena Maier-hein
ICLR 2025 Workshop Data Problems Poster
Readers:
Everyone
Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation
Tim Rädsch
,
Leon Mayer
,
Simon Pavicic
,
Ali Emre Kavur
,
Marcel Knopp
,
Barış Öztürk
,
Klaus Maier-Hein
,
Paul F Jaeger
,
Fabian Isensee
,
Annika Reinke
,
Lena Maier-hein
ICLR 2025 FM-Wild Workshop
Readers:
Everyone
SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks
Kim-Celine Kahl
,
Selen Erkan
,
Jeremias Traub
,
Carsten T. Lüth
,
Klaus Maier-Hein
,
Lena Maier-hein
,
Paul F Jaeger
Submitted to ICLR 2025
Readers:
Everyone
Domain-specific Benchmarking of Vision-Language Models: A Task Augmentation Framework Using Metadata
Tim Rädsch
,
Leon Mayer
,
Simon Pavicic
,
Ali Emre Kavur
,
Marcel Knopp
,
Barış Öztürk
,
Klaus Maier-Hein
,
Paul F Jaeger
,
Fabian Isensee
,
Annika Reinke
,
Lena Maier-hein
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks
Jan-Hinrich Nölke
,
Tim J. Adler
,
Melanie Schellenberg
,
Kris K. Dreher
,
Niklas Holzwarth
,
Christoph J. Bender
,
Minu Dietlinde Tizabi
,
Alexander Seitel
,
Lena Maier-Hein
IEEE Trans. Medical Imaging 2024
Readers:
Everyone
Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging
Ahmad Bin Qasim
,
Alessandro Motta
,
Alexander Studier-Fischer
,
Jan Sellner
,
Leonardo Ayala
,
Marco Hübner
,
Marc Bressan
,
Berkin Özdemir
,
Karl-Friedrich Kowalewski
,
Felix Nickel
,
Silvia Seidlitz
,
Lena Maier-Hein
Int. J. Comput. Assist. Radiol. Surg. 2024
Readers:
Everyone
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
Jeremias Traub
,
Till J. Bungert
,
Carsten T. Lüth
,
Michael Baumgartner
,
Klaus Maier-Hein
,
Lena Maier-hein
,
Paul F Jaeger
NeurIPS 2024 spotlight
Readers:
Everyone
View all 135 publications
Co-Authors
A. Emre Kavur
A. Jonathan McLeod
A. Zia
Aaron Carass
Abdel A. Taha
Abdel Aziz Taha
Abdolrahim Kadkhodamohammadi
Abhishek Mahajan
Adam Shephard
Aditya Murali
Adrian Galdran
Adrian Park
Adrien Bartoli
Adrien Depeursinge
Adrián Hernández-Aguilera
Ahmad Bin Qasim
Ahmed Kedir Mohammed
Aikaterini Kotrotsou
Akshay Pai
Alan Horgan
Alan Karthikesalingam
Alejandro F. Frangi
Aleksandr Matsun
Aleksei Tiulpin
Alessa Hering
View all 858 co-authors