11 citations · 19 across the 5 of their papers we have counts for
4 papers · 1 filter
A Comprehensive Study of Modern Architectures and Regularization Approaches on CheXpert5000
Sontje Ihler, Felix Kuhnke, Svenja Spindeldreier
Computer aided diagnosis (CAD) has gained an increased amount of attention in the general research community over the last years as an example of a typical limited data application…
Patient-Specific Domain Adaptation for Fast Optical Flow Based on Teacher-Student Knowledge Transfer
Sontje Ihler, Max-Heinrich Laves, Tobias Ortmaier
Fast motion feedback is crucial in computer-aided surgery (CAS) on moving tissue. Image-assistance in safety-critical vision applications requires a dense tracking of tissue motion…
Retinal OCT disease classification with variational autoencoder regularization
Max-Heinrich Laves, Sontje Ihler, Lüder A. Kahrs +1
According to the World Health Organization, 285 million people worldwide live with visual impairment. The most commonly used imaging technique for diagnosis in ophthalmology is opt…
Semantic denoising autoencoders for retinal optical coherence tomography
Max-Heinrich Laves, Sontje Ihler, Lüder Alexander Kahrs +1
Noise in speckle-prone optical coherence tomography tends to obfuscate important details necessary for medical diagnosis. In this paper, a denoising approach that preserves disease…