3 papers
cs.CV2026
BronchoLumen: Analysis of recent YOLO-based architectures for real-time bronchial orifice detection in video bronchoscopy
Yongchao Li, Marian Himstedt
Bronchoscopy is routinely conducted in pulmonary clinics and intensive care units, but navigating the complex branching of the respiratory tract remains challenging. This paper int…
cs.CV2025
Improving Applicability of Deep Learning based Token Classification models during Training
Anket Mehra, Malte Prieß, Marian Himstedt
This paper shows that further evaluation metrics during model training are needed to decide about its applicability in inference. As an example, a LayoutLM-based model is trained f…
eess.IV2024
Classification of Prostate Cancer in 3D Magnetic Resonance Imaging Data based on Convolutional Neural Networks
Malte Rippa, Ruben Schulze, Marian Himstedt +1
Prostate cancer is a commonly diagnosed cancerous disease among men world-wide. Even with modern technology such as multi-parametric magnetic resonance tomography and guided biopsi…