AbstractMedical imaging is a cornerstone of therapy and diagnosis in modern medicine. However, the choice modality for particular theranostic task typically involves trade-offs between feasibility using (e.g., short wait times, low cost, fast acquisition, reduced radiation/invasiveness) expected performance on clinical diagnostic accuracy, efficacy treatment planning guidance). In this work, we...

In a variety of clinical applications, image fusion is critical for merging data from multiple sources into single, more understandable outcome. The use medical technologies to assist the physician in executing combination procedures can be advantageous. diagnostic process includes preoperative planning, intra operative supervision, an interventional treatment. this thesis, technique was sugges...

Finding useful information from large multimodal document collections such as the WWW is one of the major challenges of Information Retrieval (IR). The many sources of information now available text, images, audio, video and more increases the need for multimodal search. Particularly important is also the recognition, that each information item is inherently multimodal (i.e. has aspects in its ...

Two additional figures are provided to demonstrate the superior performance of multimodal transfer and compare it to the state-of-the-art network by Johnson et al.(Johnson Net). In Fig. B, we show multimodal transfer results for many different styles on a large variety of contents. In Fig. C, we evaluate multimodal transfer on larger images (1800×1352) and compare the results with those of John...