4 citations · 5 across the 8 of their papers we have counts for
3 papers · 1 filter
MedSegBenchmarker: A Raw-Count-First Framework for Controlled 2D Medical Image Segmentation Benchmarks
Vanessa Borst, Lukas Horn, Daniel Grillmeyer +2
Despite rapid advances in MIS, fair and reproducible comparisons of segmentation models remain challenging due to heterogeneous datasets, inconsistent evaluation protocols, and rap…
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
Vanessa Borst, Timo Dittus, Tassilo Dege +2
Chronic wounds affect a large population, particularly the elderly and diabetic patients, who often exhibit limited mobility and co-existing health conditions. Automated wound moni…
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices
Vanessa Borst, Timo Dittus, Konstantin Müller +1
The aging population poses numerous challenges to healthcare, including the increase in chronic wounds in the elderly. The current approach to wound assessment by therapists based…