11 citations · 20 across the 4 of their papers we have counts for
4 papers
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge
Ron Keuth, Mattias Heinrich, Martin Eichenlaub +1
Purpose: Navigation guidance is a key requirement for a multitude of lung interventions using video bronchoscopy. State-of-the-art solutions focus on lung biopsies using electromag…
Weakly Supervised Airway Orifice Segmentation in Video Bronchoscopy
Ron Keuth, Mattias Heinrich, Martin Eichenlaub +1
Video bronchoscopy is routinely conducted for biopsies of lung tissue suspected for cancer, monitoring of COPD patients and clarification of acute respiratory problems at intensive…
Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students
Hanna Siebert, Marian Himstedt, Mattias Heinrich
In order to be able to use artificial intelligence (AI) in medicine without scepticism and to recognise and assess its growing potential, a basic understanding of this topic is nec…
Automatic Generation of Synthetic Colonoscopy Videos for Domain Randomization
Abhishek Dinkar Jagtap, Mattias Heinrich, Marian Himstedt
An increasing number of colonoscopic guidance and assistance systems rely on machine learning algorithms which require a large amount of high-quality training data. In order to ens…