Objective: In the course of clinical treatment, several medical media are required by a
physician in order to provide accurate and complete information about a patient. Medical …

Radiation therapy is an integral part of cancer treatment, but to date it remains highly
manual. Plans are created through optimization of dose volume objectives that specify intent …

620 Medical Imaging example, provide structural information of our body (eg, an anatomical
map), but do not convey functional information*(ie, relating to metabolic functions of an …

Deformable registration has been one of the pillars of biomedical image computing.
Conventional approaches refer to the definition of a similarity criterion that, once endowed …

We propose a novel weakly supervised discriminative algorithm for learning context specific
registration metrics as a linear combination of conventional similarity measures …

We extend Bayesian models of non-rigid image registration to allow not only for the
automatic determination of registration parameters (such as the trade-off between image …

Robust registration of multimodality medical images has become an active area of research
in medical image processing and applications. Although mutual information (MI) has been …

Registration of histological serial sections is a challenging task. Serial sections exhibit
distortions and damage from sectioning. Missing information on how the tissue looked …

We develop a random walk-based image registration method [1] that incorporates two
novelties: 1) a progressive optimization scheme that conducts the solution search efficiently …

This work presents two methods that facilitate a 3D reconstruction of microscopic blood
vessels in the volume slightly larger than 1 mm 3. The source of the data are histological …