Towards Clinical Deployment of Automated Anatomical Regions-Of-Interest (English)

How to get this document?

Download
Commercial Copyright fee: €14.50 Basic fee: €4.00 Total price: €18.50
Academic Copyright fee: €4.50 Basic fee: €2.00 Total price: €6.50

The purpose of this work is to investigate, and improve, the feasibility of advanced Region Of Interest (ROI) selection schemes in clinical volume rendering. In particular, this work implements and evaluates an Automated Anatomical ROI (AA-ROI) approach based on the combination of automatic image registration (AIR) and Distance- Based Transfer Functions (DBTFs), designed for automatic selection of complex anatomical shapes without relying on prohibitive amounts of interaction. Domain knowledge and clinical experience has been included in the project through participation of practicing radiologists in all phases of the project. This has resulted in a set of requirements that are critical for Direct Volume Rendering applications to be utilized in clinical practice and a prototype AA-ROI implementation that was developed to addresses critical points in existing solutions. The feasibility of the developed approach was assessed through a study where five radiologists investigated three medical data sets with complex ROIs, using both traditional tools and the developed prototype software. Our analysis indicate that advanced, registration based ROI schemes could increase clinical efficiency in time-critical settings for cases with complex ROIs, but also that their clinical feasibility is conditional with respect to the radiologists trust in the registration process and its application to the data.

Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

Real-Time Dense Nucleus Selection from Confocal Data
Wan, Yong / Otsuna, Hideo / Kwan, K. M. / Hansen, Charles | 2014
Visual and Quantitative Analysis of Higher Order Arborization Overlaps for Neural Circuit Research
Swoboda, Nicolas / Moosburner, Judith / Bruckner, Stefan / Yu, Jai Y. / Dickson, Barry J. / Bühler, Katja | 2014
Personalized X-ray Reconstruction of the Proximal Femur via a New Control Point-based 2D-3D Registration and Residual Complexity Minimization
Yu, Weimin / Zheng, Guoyan | 2014
Uncertainty-aware Ensemble of Classifiers for Segmenting Brain MRI Data
Al-Taie, Ahmed / Hahn, Horst K. / Linsen, Lars | 2014
Visualizing Movements of Protein Tunnels in Molecular Dynamics Simulations
Kozlíková, Barbora / Jurcík, Adam / Byka, Jan / Strnad, Ondrej / Sochor, Jirí | 2014
Interactive Visualization of Muscle Activity During Limb Movements: Towards Enhanced Anatomy Learning
Bauer, Armelle / Paclet, Florent / Cahouet, Violaine / Dicko, Ali-Hamadi / Palombi, Olivier / Faure, François / Troccaz, Jocelyne | 2014
Interactive Labeling of Toponome Data
Oeltze-Jafra, Steffen / Pieper, Franz / Hillert, Reyk / Preim, Bernhard / Schubert, Walter | 2014
Imaging the Vascular Network of the Human Spleen from Immunostained Serial Sections
Ulrich, Christine / Lobachev, Oleg / Steiniger, Birte / Guthe, Michael | 2014
Survey of Labeling Techniques in Medical Visualizations
Oeltze-Jafra, Steffen / Preim, Bernhard | 2014
Inlier Detection in Thermal Sensitive Images
Zadicario, Eyal / Carmi, N. / Ju, Tao / Cohen-Or, Daniel | 2014
RegistrationShop: An Interactive 3D Medical Volume Registration System
Smit, Noeska N. / Haneveld, Berend Klein / Staring, Marius / Eisemann, Elmar / Botha, Charl P. / Vilanova, Anna | 2014
Misalignment Correction in Open Cone-Beam CT
Wieckowski, Adam / Stopp, Fabian / Käseberg, Marc / Keeve, Erwin | 2014
Deriving Anatomical Context from 4D Ultrasound
Müller, Markus / Helljesen, Linn E. S. / Prevost, Raphael / Viola, Ivan / Nylund, Kim / Gilja, Odd Helge / Navab, Nassir / Wein, Wolfgang | 2014
Towards Clinical Deployment of Automated Anatomical Regions-Of-Interest
Lindholm, Stefan / Forsberg, Daniel / Ynnerman, Anders / Knutsson, Hans / Andersson, Mats / Lundström, Claes | 2014
The iCoCooN: Integration of Cobweb Charts with Parallel Coordinates for Visual Analysis of DCE-MRI Modeling Variations
Raidou, Renata G. / Breeuwer, Marcel / Vilanova, Anna / Heide, U. A. van der / Houdt, P. J. van | 2014
Robust Cardiac Function Assessment in 4D PC-MRI Data
Köhler, Benjamin / Preim, Uta / Gutberlet, Matthias / Fischbach, Katharina / Preim, Bernhard | 2014
A Survey on Visualizing Magnetic Resonance Spectroscopy Data
Nunes, Miguel / Laruelo, Andrea / Ken, SoleaKhena / Laprie, Anne / Bühler, Katja | 2014
Membrane Mapping: Combining Mesoscopic and Molecular Cell Visualization
Waltemate, Thomas / Sommer, Björn / Botsch, Mario | 2014
Evaluation of Transfer Function Methods in Direct Volume Rendering of the Blood Vessel Lumen
Läthén, Gunnar / Lindholm, Stefan / Lenz, Reiner / Borga, Magnus | 2014
Visibility-Driven Processing of Streaming Volume Data
Solteszova, Veronika / Birkeland, Asmund / Viola, Ivan / Bruckner, Stefan | 2014
A Comparative User Study of a 2D and an Autostereoscopic 3D Display for a Tympanoplastic Surgery
Baer, Alexandra / Huebler, Antje / Saalfeld, Patrick / Cunningham, Douglas / Preim, Bernhard | 2014
Extracting and Visualizing Uncertainties in Segmentations from 3D Medical Data
Faltin, Peter / Chaisaowong, Kraisorn / Kraus, Thomas / Merhof, Dorit | 2014