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- Lisa M. Koch
University of Tübingen, Germany
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Publication search results
found 47 matches
- 2024
- Lisa M. Koch, Christian F. Baumgartner, Philipp Berens:
Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study. npj Digit. Medicine 7(1) (2024) - Lisa M. Koch
, M. Jorge Cardoso
, Enzo Ferrante
, Konstantinos Kamnitsas
, Mobarakol Islam, Meirui Jiang, Nicola Rieke
, Sotirios A. Tsaftaris, Dong Yang:
Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Lecture Notes in Computer Science 14293, Springer 2024, ISBN 978-3-031-45856-9 [contents] - Sarah Müller, Lisa M. Koch, Hendrik P. A. Lensch, Philipp Berens:
Disentangling representations of retinal images with generative models. CoRR abs/2402.19186 (2024) - Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2406.05477 (2024) - Jeremiah Fadugba, Patrick Köhler, Lisa M. Koch, Petru Manescu, Philipp Berens:
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization. CoRR abs/2406.14994 (2024) - Kerol Djoumessi, Bubacarr Bah, Laura Kühlewein, Philipp Berens, Lisa M. Koch:
This actually looks like that: Proto-BagNets for local and global interpretability-by-design. CoRR abs/2406.15168 (2024) - Anna M. Wundram, Paul Fischer, Michael Muehlebach, Lisa M. Koch, Christian F. Baumgartner:
Conformal Performance Range Prediction for Segmentation Output Quality Control. CoRR abs/2407.13307 (2024) - Anka Reuel, Ben Bucknall, Stephen Casper, Tim Fist, Lisa Soder, Onni Aarne, Lewis Hammond, Lujain Ibrahim, Alan Chan, Peter Wills, Markus Anderljung, Ben Garfinkel, Lennart Heim, Andrew Trask, Gabriel Mukobi, Rylan Schaeffer, Mauricio Baker, Sara Hooker, Irene Solaiman, Alexandra Sasha Luccioni, Nitarshan Rajkumar, Nicolas Moës, Jeffrey Ladish, Neel Guha, Jessica Newman, Yoshua Bengio, Tobin South, Alex Pentland, Sanmi Koyejo, Mykel J. Kochenderfer, Robert Trager:
Open Problems in Technical AI Governance. CoRR abs/2407.14981 (2024) - Sarah Müller, Louisa Fay, Lisa M. Koch, Sergios Gatidis, Thomas Küstner, Philipp Berens:
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging. CoRR abs/2407.18792 (2024) - 2023
- Susu Sun, Lisa M. Koch
, Christian F. Baumgartner
:
Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations? MICCAI (2) 2023: 425-434 - Kerol R. Djoumessi Donteu, Indu Ilanchezian, Laura Kühlewein, Hanna Faber, Christian F. Baumgartner, Bubacarr Bah, Philipp Berens, Lisa M. Koch
:
Sparse Activations for Interpretable Disease Grading. MIDL 2023: 1-17 - Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. MIDL 2023: 937-956 - Susu Sun, Stefano Woerner, Andreas Maier, Lisa M. Koch
, Christian F. Baumgartner
:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2303.00500 (2023) - Lisa M. Koch
, Christian M. Schürch
, Christian F. Baumgartner
, Arthur Gretton, Philipp Berens:
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images. CoRR abs/2303.04862 (2023) - Susu Sun, Lisa M. Koch, Christian F. Baumgartner
:
Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations? CoRR abs/2307.12344 (2023) - Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein, Lisa M. Koch
, Philipp Berens:
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models. CoRR abs/2311.11629 (2023) - 2022
- Marie Oestreich
, Lisa Holsten, Shobhit Agrawal, Kilian Dahm, Philipp Koch, Han Jin
, Matthias Becker
, Thomas Ulas
:
hCoCena: horizontal integration and analysis of transcriptomics datasets. Bioinform. 38(20): 4727-4734 (2022) - Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer
:
Prioritizing emergency evacuations under compounding levels of uncertainty. GHTC 2022: 265-272 - Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch
, Hanna Faber, Philipp Berens, Matthias Hein:
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. MICCAI (2) 2022: 539-549 - Lisa M. Koch, Christian M. Schürch, Arthur Gretton, Philipp Berens:
Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection. MIDL 2022: 726-740 - Konstantinos Kamnitsas
, Lisa M. Koch, Mobarakol Islam, Ziyue Xu
, Manuel Jorge Cardoso
, Qi Dou
, Nicola Rieke
, Sotirios A. Tsaftaris
:
Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13542, Springer 2022, ISBN 978-3-031-16851-2 [contents] - Lisa J. Einstein, Robert J. Moss, Mykel J. Kochenderfer:
Prioritizing emergency evacuations under compounding levels of uncertainty. CoRR abs/2210.08975 (2022) - 2021
- Song Feng
, Emily Heath, Brett A. Jefferson, Cliff A. Joslyn
, Henry Kvinge
, Hugh D. Mitchell, Brenda Praggastis, Amie J. Eisfeld, Amy C. Sims, Larissa B. Thackray, Shufang Fan, Kevin B. Walters
, Peter J. Halfmann, Danielle Westhoff-Smith, Qing Tan, Vineet D. Menachery, Timothy P. Sheahan, Adam S. Cockrell, Jacob F. Kocher, Kelly G. Stratton, Natalie C. Heller, Lisa M. Bramer
, Michael S. Diamond, Ralph S. Baric, Katrina M. Waters, Yoshihiro Kawaoka, Jason E. McDermott
, Emilie Purvine
:
Hypergraph models of biological networks to identify genes critical to pathogenic viral response. BMC Bioinform. 22(1): 287 (2021) - Roy Müller
, Lucas Schreff, Lisa-Eyleen Koch, Patrick Oschmann, Daniel Hamacher
:
Measuring Gait Stability in People with Multiple Sclerosis Using Different Sensor Locations and Time Scales. Sensors 21(12): 4001 (2021) - Andreas Hohenegger, Gerald Krummeck, Janie Baños, Álvaro Ortega, Michal Hager, Jiri Sterba, Tomas Kertis, Petr Novobilsky, Jan Procházka, Benito Caracuel
, Ana Lourdes Sanz, Francisco Ramos
, Holger Blasum
, Mario Brotz, Caspar Gries, Torsten Vögler, Jan Neskudla, Jan Rollo, Lisa Burgstaller
, Martina Truskaller, Klaus-Michael Koch, Technikon, Reinhard Hametner, Sandro Rauscher, Peter Tummeltshammer, Thales Austria, Frank Golatowski, Thorsten Schulz:
Security certification experience for industrial cyberphysical systems using Common Criteria and IEC 62443 certifications in certMILS. ICPS 2021: 25-30 - Andreas Hohenegger, Gerald Krummeck, Janie Baños, Álvaro Ortega, Michal Hager, Jiri Sterba, Tomas Kertis, Petr Novobilsky, Jan Procházka, Benito Caracuel, Ana Lourdes Sanz, Francisco Ramos
, Holger Blasum, Mario Brotz, Rudolf Fuchsen, Guillaume Fumaroli, Jan Neskudla, Jan Rollo, Lisa Burgstaller
, Martina Truskaller, Klaus-Michael Koch, Reinhard Hametner, Sandro Rauscher, Peter Tummeltshammer, Frank Golatowski
, Thorsten Schulz:
Security Certification of Cyber Physical Systems for Critical Infrastructure based on the Compositional MILS Architecture. IECON 2021: 1-6 - 2019
- Mela Kocher, Anna Lisa Martin-Niedecken, Yu Li, Wolfgang Kinzelbach, Haijing Wang, René Bauer, Livio Lunin:
"Save the Water" - A China water management game project. GamiFIN 2019: 265-276 - 2018
- Martin G. Kocher
, Simeon Schudy
, Lisa Spantig
:
I Lie? We Lie! Why? Experimental Evidence on a Dishonesty Shift in Groups. Manag. Sci. 64(9): 3995-4008 (2018) - Lisa M. Koch
, Martin Rajchl, Wenjia Bai
, Christian F. Baumgartner
, Tong Tong, Jonathan Passerat-Palmbach
, Paul Aljabar, Daniel Rueckert
:
Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1683-1696 (2018) - Olivier Bernard
, Alain Lalande
, Clément Zotti
, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng
, Irem Cetin
, Karim Lekadir, Oscar Camara
, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen
, Georgios Tziritas
, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec
, Maxime Sermesant
, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein
, Peter M. Full, Ivo Wolf
, Sandy Engelhardt, Christian F. Baumgartner
, Lisa M. Koch
, Jelmer M. Wolterink
, Ivana Isgum, Yeonggul Jang, Yoonmi Hong
, Jay Patravali, Shubham Jain
, Olivier Humbert, Pierre-Marc Jodoin
:
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37(11): 2514-2525 (2018)
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