Literature DB >> 27605209

An innovative strategy for the identification and 3D reconstruction of pancreatic cancer from CT images.

S Marconi1, L Pugliese2, M Del Chiaro3, R Pozzi Mucelli3, F Auricchio4, A Pietrabissa2.   

Abstract

We propose an innovative tool for Pancreatic Ductal AdenoCarcinoma 3D reconstruction from Multi-Detector-Computed Tomography. The tumor mass is discriminated from health tissue, and the resulting segmentation labels are rendered preserving information on different hypodensity levels. The final 3D virtual model includes also pancreas and main peri-pancreatic vessels, and it is suitable for 3D printing. We performed a preliminary evaluation of the tool effectiveness presenting ten cases of Pancreatic Ductal AdenoCarcinoma processed with the tool to an expert radiologist who can correct the result of the discrimination. In seven of ten cases, the 3D reconstruction is accepted without any modification, while in three cases, only 1.88, 5.13, and 5.70 %, respectively, of the segmentation labels are modified, preliminary proving the high effectiveness of the tool.

Entities:  

Keywords:  3D printing; 3D reconstruction; Image segmentation; Pancreatic ductal adenocarcinoma

Mesh:

Year:  2016        PMID: 27605209     DOI: 10.1007/s13304-016-0394-8

Source DB:  PubMed          Journal:  Updates Surg        ISSN: 2038-131X


  12 in total

1.  Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors.

Authors:  Toshiyuki Okada; Marius George Linguraru; Masatoshi Hori; Ronald M Summers; Noriyuki Tomiyama; Yoshinobu Sato
Journal:  Med Image Anal       Date:  2015-07-04       Impact factor: 8.545

2.  The epidemiology of pancreatic cancer in the United States: changes below the surface.

Authors:  Y H Shaib; J A Davila; H B El-Serag
Journal:  Aliment Pharmacol Ther       Date:  2006-07-01       Impact factor: 8.171

3.  Cancer statistics, 2010.

Authors:  Ahmedin Jemal; Rebecca Siegel; Jiaquan Xu; Elizabeth Ward
Journal:  CA Cancer J Clin       Date:  2010-07-07       Impact factor: 508.702

4.  The continuing challenge of exocrine pancreatic cancer.

Authors:  T R Worthington; R C Williamson
Journal:  Compr Ther       Date:  1999 Jun-Jul

5.  Surgical resection after radiochemotherapy in patients with unresectable adenocarcinoma of the pancreas.

Authors:  Antonio Sa Cunha; Alexandre Rault; Christophe Laurent; Xavier Adhoute; Veronique Vendrely; Geneviève Béllannée; René Brunet; Denis Collet; Bernard Masson
Journal:  J Am Coll Surg       Date:  2005-09       Impact factor: 6.113

6.  Model-based pancreas segmentation in portal venous phase contrast-enhanced CT images.

Authors:  Matthias Hammon; Alexander Cavallaro; Marius Erdt; Peter Dankerl; Matthias Kirschner; Klaus Drechsler; Stefan Wesarg; Michael Uder; Rolf Janka
Journal:  J Digit Imaging       Date:  2013-12       Impact factor: 4.056

Review 7.  Pancreatic cancer.

Authors:  Donghui Li; Keping Xie; Robert Wolff; James L Abbruzzese
Journal:  Lancet       Date:  2004-03-27       Impact factor: 79.321

8.  Automated pancreas segmentation from three-dimensional contrast-enhanced computed tomography.

Authors:  Akinobu Shimizu; Tatsuya Kimoto; Hidefumi Kobatake; Shigeru Nawano; Kenji Shinozaki
Journal:  Int J Comput Assist Radiol Surg       Date:  2009-07-18       Impact factor: 2.924

9.  Discriminative dictionary learning for abdominal multi-organ segmentation.

Authors:  Tong Tong; Robin Wolz; Zehan Wang; Qinquan Gao; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori; Joseph V Hajnal; Daniel Rueckert
Journal:  Med Image Anal       Date:  2015-05-05       Impact factor: 8.545

10.  A hybrid method for pancreas extraction from CT image based on level set methods.

Authors:  Huiyan Jiang; Hanqing Tan; Hiroshi Fujita
Journal:  Comput Math Methods Med       Date:  2013-08-26       Impact factor: 2.238

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  6 in total

Review 1.  An overview on 3D printing for abdominal surgery.

Authors:  Andrea Pietrabissa; Stefania Marconi; Erika Negrello; Valeria Mauri; Andrea Peri; Luigi Pugliese; Enrico Maria Marone; Ferdinando Auricchio
Journal:  Surg Endosc       Date:  2019-10-11       Impact factor: 4.584

2.  Three-Dimensional Presentation of Tumor Histopathology: A Model Using Tongue Squamous Cell Carcinoma.

Authors:  Anne Koivuholma; Katri Aro; Antti Mäkitie; Mika Salmi; Tuomas Mirtti; Jaana Hagström; Timo Atula
Journal:  Diagnostics (Basel)       Date:  2021-01-12

Review 3.  Anatomical Engineering and 3D Printing for Surgery and Medical Devices: International Review and Future Exponential Innovations.

Authors:  José Cornejo; Jorge A Cornejo-Aguilar; Mariela Vargas; Carlos G Helguero; Rafhael Milanezi de Andrade; Sebastian Torres-Montoya; Javier Asensio-Salazar; Alvaro Rivero Calle; Jaime Martínez Santos; Aaron Damon; Alfredo Quiñones-Hinojosa; Miguel D Quintero-Consuegra; Juan Pablo Umaña; Sebastian Gallo-Bernal; Manolo Briceño; Paolo Tripodi; Raul Sebastian; Paul Perales-Villarroel; Gabriel De la Cruz-Ku; Travis Mckenzie; Victor Sebastian Arruarana; Jiakai Ji; Laura Zuluaga; Daniela A Haehn; Albit Paoli; Jordan C Villa; Roxana Martinez; Cristians Gonzalez; Rafael J Grossmann; Gabriel Escalona; Ilaria Cinelli; Thais Russomano
Journal:  Biomed Res Int       Date:  2022-03-24       Impact factor: 3.411

4.  Insight of New Generation Dentists towards the Shifting Trends of Three-dimensional Printing for Patient Management in the Kingdom of Saudi Arabia.

Authors:  Ayoob Mutleb Mousa Alnafisah; Shaul Hameed Kolarkodi; Syed Shujaulla; Rahul N Gaikwad; Fatimah Manaa Alharbi; Lina Sulaiman Aloufi
Journal:  J Pharm Bioallied Sci       Date:  2022-07-13

5.  What would you like to print? Students' opinions on the use of 3D printing technology in medicine.

Authors:  Renata Wilk; Wirginia Likus; Andrzej Hudecki; Marita Syguła; Aleksandra Różycka-Nechoritis; Konstantinos Nechoritis
Journal:  PLoS One       Date:  2020-04-02       Impact factor: 3.240

Review 6.  The Role of 3D Printing in Planning Complex Medical Procedures and Training of Medical Professionals-Cross-Sectional Multispecialty Review.

Authors:  Jarosław Meyer-Szary; Marlon Souza Luis; Szymon Mikulski; Agastya Patel; Finn Schulz; Dmitry Tretiakow; Justyna Fercho; Kinga Jaguszewska; Mikołaj Frankiewicz; Ewa Pawłowska; Radosław Targoński; Łukasz Szarpak; Katarzyna Dądela; Robert Sabiniewicz; Joanna Kwiatkowska
Journal:  Int J Environ Res Public Health       Date:  2022-03-11       Impact factor: 3.390

  6 in total

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