Mass preserving image registration for lung CT

Medical Image Analysis
Vladlena GorbunovaMarleen de Bruijne

Abstract

This paper presents a mass preserving image registration algorithm for lung CT images. To account for the local change in lung tissue intensity during the breathing cycle, a tissue appearance model based on the principle of preservation of total lung mass is proposed. This model is incorporated into a standard image registration framework with a composition of a global affine and several free-form B-Spline transformations with increasing grid resolution. The proposed mass preserving registration method is compared to registration using the sum of squared intensity differences as a similarity function on four groups of data: 44 pairs of longitudinal inspiratory chest CT scans with small difference in lung volume; 44 pairs of longitudinal inspiratory chest CT scans with large difference in lung volume; 16 pairs of expiratory and inspiratory CT scans; and 5 pairs of images extracted at end exhale and end inhale phases of 4D-CT images. Registration errors, measured as the average distance between vessel tree centerlines in the matched images, are significantly lower for the proposed mass preserving image registration method in the second, third and fourth group, while there is no statistically significant difference between the two...Continue Reading

References

Oct 26, 1999·IEEE Transactions on Medical Imaging·D RueckertD J Hawkes
Mar 30, 2001·Physics in Medicine and Biology·D L HillD J Hawkes
Apr 22, 2003·IEEE Transactions on Medical Imaging·David MattesWilliam Eubank
Jan 24, 2004·The European Respiratory Journal·P A de JongH A W M Tiddens
Aug 12, 2005·IEEE Transactions on Medical Imaging·Ingrid SluimerBram van Ginneken
Dec 31, 2005·Radiation Protection Dosimetry·Thomas GuerreroKang Ping Lin
Jan 10, 2006·IEEE Transactions on Medical Imaging·Li ZhangJoseph M Reinhardt
Feb 10, 2006·Physics in Medicine and Biology·Thomas GuerreroRitsuko Komaki
Apr 13, 2006·IEEE Transactions on Medical Imaging·Ingrid SluimerBram van Ginneken
May 18, 2007·American Journal of Respiratory and Critical Care Medicine·Klaus F RabeUNKNOWN Global Initiative for Chronic Obstructive Lung Disease
Jun 6, 2007·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Lei ZhuAllen Tannenbaum
Dec 13, 2007·Medical Physics·Marius StaringJosien P W Pluim
Dec 21, 2007·IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society·Stefan KleinJosien P W Pluim
Apr 18, 2008·Computers in Biology and Medicine·Helen HongYeny Yim
Aug 13, 2008·Physics in Medicine and Biology·Pan LiRolf Bendl
Mar 7, 2009·Physics in Medicine and Biology·Richard CastilloThomas Guerrero
Apr 10, 2009·Journal of Thoracic Oncology : Official Publication of the International Association for the Study of Lung Cancer·Jesper H PedersenNiels Seersholm
May 19, 2009·IEEE Transactions on Medical Imaging·M HubC P Karger
Oct 9, 2009·Medical Physics·Youbing YinChing-Long Lin
Apr 17, 2010·Medical Image Analysis·Pechin LoMarleen de Bruijne

❮ Previous
Next ❯

Citations

Oct 9, 2009·Medical Physics·Youbing YinChing-Long Lin
Jun 28, 2014·Medical Image Analysis·Bartłomiej W PapieżJulia A Schnabel
Oct 1, 2013·International Journal of Computer Assisted Radiology and Surgery·Min LiThomas Guerrero
Jul 28, 2013·International Journal of Radiation Oncology, Biology, Physics·Titania JuangMark Oldham
Jan 19, 2016·Computer Methods and Programs in Biomedicine·Nathan D EllingwoodChing-Long Lin
Oct 23, 2015·Computers in Biology and Medicine·Sahar Ahmad, Muhammad Faisal Khan
Mar 12, 2013·IEEE Transactions on Medical Imaging·Mattias P HeinrichJulia A Schnabel
Oct 23, 2013·IEEE Transactions on Medical Imaging·Ruwan B TennakoonMarleen de Bruijne
Dec 23, 2014·IEEE Transactions on Medical Imaging·Aasa FeragenMarleen de Bruijne
Aug 19, 2015·International Journal of Radiation Oncology, Biology, Physics·Nicholas HardcastleShankar Siva
Feb 18, 2014·Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society·Suicheng GuJiantao Pu
Aug 4, 2015·Medical Physics·Georgios VlachopoulosLena Costaridou
Apr 5, 2015·European Journal of Radiology·Martine LoeveMarleen de Bruijne
Apr 24, 2015·Journal of Forensic Sciences·Chih-Ying GwoNan-Hsing Chiu
Sep 6, 2017·Physics in Medicine and Biology·Shiting FangYu Zhang
Mar 24, 2016·Physics in Medicine and Biology·Beverley F HolmanKris Thielemans
Apr 11, 2013·Physics in Medicine and Biology·Richard CastilloThomas Guerrero
Aug 17, 2017·Annals of the American Thoracic Society·Sandeep BodduluriSurya P Bhatt
Jul 3, 2021·Medical Image Analysis·Wei ShaoGary E Christensen
Aug 20, 2021·Medical Physics·Daniel A LowAnand Santhanam

❮ 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

Physics in Medicine and Biology
Edward CastilloThomas Guerrero
Medical Physics
Marius StaringJosien P W Pluim
IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
Shu Liao, Albert C S Chung
© 2022 Meta ULC. All rights reserved