Vanessa Borst

According to our database, Vanessa Borst authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

WoundAIssist: A Patient-Centered Mobile App for AI-Assisted Wound Care With Physicians in the Loop.

Vanessa Borst, Anna Riedmann, Tassilo Dege, Konstantin Müller, Astrid Schmieder, Birgit Lugrin, Samuel Kounev

CoRR, June, 2025

TSRM: A Lightweight Temporal Feature Encoding Architecture for Time Series Forecasting and Imputation.

Robert Leppich, Michael Stenger, Daniel Grillmeyer, Vanessa Borst, Samuel Kounev

CoRR, April, 2025

Quantifying Data Leakage in Failure Prediction Tasks.

Daniel Grillmeyer, Veronika Lesch, Marius Hadry, Vanessa Borst, Robert Leppich, André Bauer, Samuel Kounev

Dataset, March, 2025

Quantifying Data Leakage in Failure Prediction Tasks.

Daniel Grillmeyer, Marius Hadry, Veronika Lesch, Vanessa Borst, Robert Leppich, André Bauer, Samuel Kounev

Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025

WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care.

Vanessa Borst, Timo Dittus, Tassilo Dege, Astrid Schmieder, Samuel Kounev

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

2024

Time Series Representation Models.

Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev

CoRR, 2024

Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices.

Vanessa Borst, Timo Dittus, Konstantin Müller, Samuel Kounev

Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024

MACRO: A Multi-Head Attentional Convolutional Recurrent Network for the Classification of Co-Occurring Diseases in 12-Lead ECGs.

Vanessa Borst, Robert Leppich, Samuel Kounev

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery.

Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2020

Personal Task Design Preferences of Crowdworkers.

Matthias Hirth, Kathrin Borchert, Katrien De Moor, Vanessa Borst, Tobias Hoßfeld

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020