Mathias Oettl

PhD student, Computer Science, Friedrich-Alexander Universität Erlangen-Nürnberg

Joined

November 2023

Names

Mathias Oettl (Preferred)

Mathias Öttl

Emails

****@fau.de (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Computer Science, Friedrich-Alexander Universität Erlangen-Nürnberg (fau.de)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Andreas Maier

2021 – Present

PhD Advisor

Katharina Breininger

2021 – Present

Coauthor

Frauke Wilm

2021 – Present

Coauthor

Jingna Qiu

2021 – Present

Coauthor

Jana Steenpaß

2021 – Present

Coauthor

Matthias Rübner

2021 – Present

Coauthor

Arndt Hartmann

2021 – Present

Coauthor

Peter Fasching

2021 – Present

Coauthor

Matthias Beckmann

2021 – Present

Coauthor

Ramona Erber

2021 – Present

Expertise

Segmentation

Present

Medical Imaging

Present

Machine Learning and Deep learning

Present

Digital Pathology

Present

Publications

Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville
- 2023 (modified: 25 Jan 2023)
- CoRR 2023
- Readers: Everyone
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation
Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks
Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- ISBI 2023
- Readers: Everyone
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- ISBI 2023
- Readers: Everyone
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation
Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- MICCAI (2) 2023
- Readers: Everyone
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds
Dalia Rodríguez-Salas, Mathias Öttl, Mathias Seuret, Kai Packhäuser, Andreas Maier
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- ISBI 2023
- Readers: Everyone
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation
Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
- 2022 (modified: 13 Jan 2023)
- CoRR 2022
- Readers: Everyone
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation
Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
- 2022 (modified: 13 Jan 2023)
- Bildverarbeitung für die Medizin 2022
- Readers: Everyone
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology
Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger
- 2022 (modified: 13 Jan 2023)
- CoRR 2022
- Readers: Everyone
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks
Mathias Öttl, Jana Mönius, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
- 2022 (modified: 13 Jan 2023)
- CoRR 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 28 co-authors