Evaluation of 3D correspondence methods for model building

Information Processing in Medical Imaging : Proceedings of the ... Conference
Martin StynerRhodri H Davies

Abstract

The correspondence problem is of high relevance in the construction and use of statistical models. Statistical models are used for a variety of medical application, e.g. segmentation, registration and shape analysis. In this paper, we present comparative studies in three anatomical structures of four different correspondence establishing methods. The goal in all of the presented studies is a model-based application. We have analyzed both the direct correspondence via manually selected landmarks as well as the properties of the model implied by the correspondences, in regard to compactness, generalization and specificity. The studied methods include a manually initialized subdivision surface (MSS) method and three automatic methods that optimize the object parameterization: SPHARM, MDL and the covariance determinant (DetCov) method. In all studies, DetCov and MDL showed very similar results. The model properties of DetCov and MDL were better than SPHARM and MSS. The results suggest that for modeling purposes the best of the studied correspondence method are MDL and DetCov.

Citations

Dec 25, 2009·International Journal of Computer Assisted Radiology and Surgery·Guoyan ZhengMiguel A González Ballester
Jul 24, 2013·International Journal of Computer Assisted Radiology and Surgery·Atsushi SaitoHidefumi Kobatake
Dec 10, 2015·International Journal of Computer Assisted Radiology and Surgery·Ipek OguzRoss Whitaker
Jun 2, 2016·BMC Medical Imaging·Jan L BruseUNKNOWN Modeling of Congenital Hearts Alliance (MOCHA) Collaborative Group
Apr 18, 2020·Frontiers in Bioengineering and Biotechnology·Joris De RoeckEmmanuel A Audenaert
Jun 20, 2012·The International Journal of Medical Robotics + Computer Assisted Surgery : MRCAS·Özgür VerimA Fatih Yuran
Oct 31, 2014·International Journal of Computer Assisted Radiology and Surgery·Marine ClogensonSimon Henein
Dec 18, 2013·Journal of Biomechanical Engineering·Jeffrey E BischoffMarc Bandi
Dec 14, 2016·Computer Methods in Biomechanics and Biomedical Engineering·Peter Vanden BergheJos Vander Sloten
May 7, 2020·Frontiers in Bioengineering and Biotechnology·Jan Van HouckeAndrew E Anderson
Oct 26, 2013·Computer Methods in Biomechanics and Biomedical Engineering·Tsung-Yuan TsaiGuoan Li
Sep 30, 2018·Australasian Physical & Engineering Sciences in Medicine·Miroslav TrajanovicStojanka Arsic
Jul 30, 2019·Medical & Biological Engineering & Computing·Bart BosmansJohan Bosmans
Mar 3, 2020·Journal of Medical Imaging·Rabia HaqMichel A Audette
Jul 21, 2010·International Journal of Computer Assisted Radiology and Surgery·Guoyan ZhengStephen J Ferguson
Apr 22, 2014·International Journal of Computer Assisted Radiology and Surgery·Amir H ForuzanNoriyuki Tomiyama
Apr 16, 2020·Frontiers in Bioengineering and Biotechnology·Emmanuel A AudenaertGunther Steenackers
Jun 27, 2019·International Journal of Computer Assisted Radiology and Surgery·Sharmin SultanaMichel A Audette
Oct 6, 2009·The International Journal of Medical Robotics + Computer Assisted Surgery : MRCAS·Chenyu WuBranislav Jaramaz
Sep 23, 2016·International Journal of Computer Assisted Radiology and Surgery·Fatemeh AbdolaliYoshinobu Sato
Jan 26, 2021·Journal of Orthopaedic Research : Official Publication of the Orthopaedic Research Society·Alexander MeynenLennart Scheys
Mar 26, 2021·Journal of Orthopaedic Surgery and Research·Marc-Daniel AhrendLukas Kamer
Feb 1, 2008·Biomedical Engineering Online·Yeon S LeeMoongu Jeon
Sep 11, 2021·Medical & Biological Engineering & Computing·Jolanthe VerwaerdeAlain Rassineux

❮ Previous
Next ❯

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

IEEE Transactions on Pattern Analysis and Machine Intelligence
Toon HuysmansBrigitte Verdonk
Information Processing in Medical Imaging : Proceedings of the ... Conference
Matthias KirschnerThorsten M Buzug
IEEE Transactions on Medical Imaging
Rhodri H DaviesChris J Taylor
© 2021 Meta ULC. All rights reserved