University of Münster
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Jacqueline Kockwelp

Current affiliations

  • Professorship of Geoinformatics for Sustainable Development (Prof. Risse)

Curriculum Vitae (CV)

  • Machine / Deep Learning für Image Processing
  • Biomedizinische Bildgebung
  • Neuartige Annotationsmethoden für Daten

Academic Education

since 04/2021Ph.D. studies, Computer Vision & Machine Learning Systems group (Prof. Benjamin Risse)
10/2019 - 03/2021Master of Science (Computer Science), University of Münster
10/2016 - 09/2019Bachelor of Science (Computer Science), University of Münster

Publications

Investigating Imaging, Annotation and Self-Supervision for the Classification of Continuously Developing Cells in Histological Whole Slide Images
Thiele, Sebastian; Kockwelp, Jacqueline; Wistuba, Joachim; Kliesch, Sabine; Gromoll, Jörg; Risse, Benjamin (2025)
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, United States. Computer Vision Foundation open access.
Research article in digital collection (conference) | Peer reviewed | Published
Human Gaze Improves Vision Transformers by Token Masking
Kockwelp, Jacqueline; Beckmann, Daniel; Risse, Benjamin (2025)
In: Gaze Meets Computer Vision @ Winter Conference on Applications of Computer Vision (WACV) Workshops , Tucson, Arizona, United States. Computer Vision Foundation open access.
Research article in digital collection (conference) | Peer reviewed | Published
Towards population scale testis volume segmentation in DIXON MRI
Ernsting J; Beeken PN; Ogoniak L; Kockwelp J; Roll W; Hahn T; Busch AS; Risse B (2025)
In: Computers in Biology and Medicine, 198, 111139-111139. doi:https://doi.org/10.1016/j.compbiomed.2025.111139
Research article (journal) | Peer reviewed | Published
SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation
Beckmann, Daniel; Kockwelp, Jacqueline; Gromoll, Joerg; Kiefer, Friedemann;Risse, Benjamin (2024)
In: Proceedings of Machine Learning Research, 2023.
Research article (journal) | Peer reviewed | Published
Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears
Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Gromoll, Jörg; Schlatt, Stefan; Exeler, Rita; Bleckmann, Annalen; Lenz, Georg; Wolf, Sebastian; Steffen, Björn; Berdel, Wolfgang Eduard; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus (2024)
In: Blood Advances, 8(1), 70-79. doi:10.1182/bloodadvances.2023011076
Research article (journal) | Peer reviewed | Published
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Prizes

Paper of the Month 2024
Awarded by: Medizinische Fakultät der Universität Münster
Award given to: Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus
Announced at: 15/03/2024 | Date of awarding: 15/03/2024
Type of distinction: Best publication award
Förderpreis der Angewandten Informatik 2022 (1st prize)
Awarded by: IHK Nord Westfalen
Award given to: Kockwelp, Jacqueline
Announced at: 12/04/2022 | Date of awarding: 12/04/2022
Type of distinction: Research award or other distinction
REACH Thesis Award (Bachelor & Master Thesis) 2021 (1st prize)
Awarded by: REACH - EUREGIO Start-up Center
Award given to: Kockwelp, Jacqueline
Announced at: 24/09/2021 | Date of awarding: 24/09/2021
Type of distinction: Research award or other distinction
Nominated for: Women Informatics Thesis Award 2023
Announced by: Gesellschaft für Informatik e.V. (GI)
Nominees: Kockwelp, Jacqueline
Announced at: 22/04/2023
Type of distinction: Nomination for an award or distinction