The vocal folds (VFs) are a pair of muscles in the larynx that play a critical role in breathing,
swallowing, and speaking. VF function can be adversely affected by various medical …

Motion compensation in radiation therapy is a challenging scenario that requires estimating
and forecasting motion of tissue structures to deliver the target dose. Ultrasound offers direct …

Optical coherence tomography (OCT) allows high-resolution volumetric imaging of
biological tissues in vivo. However, 3D-image acquisition often suffers from motion artifacts …

Tracking and localizing objects is a central problem in computer-assisted surgery. Optical
coherence tomography (OCT) can be employed as an optical tracking system, due to its high …

Optical coherence tomography (OCT) retinal volumes are prone to motion artifacts due to the
movement of the eye during acquisition. Current retrospective motion correction algorithms …

In this work, we explore deep learning model design and application in the context of multi-
dimensional data in medical image analysis. A lot of medical image analysis problems come …

This thesis analyzes different aspects of image guidance in robotic radiosurgery considering
the modalities ultrasound imaging and optical coherence tomography (OCT). Robotic …

In this work, we study and present spatio-temporal deep learning methods for analyzing
medical image sequences. We focus on two application scenarios, motion analysis and …

There is a growing need for the development of computational methods and tools for
automated, objective, and quantitative analysis of biomedical signal and image data to …