Vanessa Borst

12 papers B 2Misc 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are General-Purpose Vision Models All We Need for 2D Medical Image Segmentation? A Cross-Dataset Empirical Study.
CoRR
Vanessa Borst, Samuel Kounev
2025 B conf
Quantifying Data Leakage in Failure Prediction Tasks.
ICPE
Daniel Grillmeyer, Marius Hadry, Veronika Lesch, Vanessa Borst, Robert Leppich, André Bauer, Samuel Kounev
2025 J jnl
TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation.
CoRR
Robert Leppich, Michael Stenger, Daniel Grillmeyer, Vanessa Borst, Samuel Kounev
2025 J jnl
WoundAIssist: A Patient-Centered Mobile App for AI-Assisted Wound Care With Physicians in the Loop.
CoRR
Vanessa Borst, Anna Riedmann, Tassilo Dege, Konstantin Müller, Astrid Schmieder, Birgit Lugrin, Samuel Kounev
2025 — conf
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care.
ECML/PKDD (9)
Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev
2025 J jnl
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care.
CoRR
Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev
2024 Misc conf
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices.
KI
Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev
2024 J jnl
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices.
CoRR
Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev
2024 — conf
MACRO: A Multi-Head Attentional Convolutional Recurrent Network for the Classification of Co-Occurring Diseases in 12-Lead ECGs.
BHI
Vanessa Borst, Robert Leppich, Samuel Kounev
2024 J jnl
Time Series Representation Models.
CoRR
Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev
2023 J jnl
Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck
2020 B conf
Personal Task Design Preferences of Crowdworkers.
QoMEX
Matthias Hirth, Kathrin Borchert, Katrien De Moor, Vanessa Borst, Tobias Hoßfeld