Literature DB >> 26158094

LUNGx Challenge for computerized lung nodule classification: reflections and lessons learned.

Samuel G Armato1, Lubomir Hadjiiski2, Georgia D Tourassi3, Karen Drukker1, Maryellen L Giger1, Feng Li1, George Redmond4, Keyvan Farahani4, Justin S Kirby5, Laurence P Clarke4.   

Abstract

Year:  2015        PMID： 26158094      PMCID： PMC4489507          DOI： 10.1117/1.JMI.2.2.020103

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN： 2329-4302


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  7 in total

1.  Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.

Authors:  Bram van Ginneken; Samuel G Armato; Bartjan de Hoop; Saskia van Amelsvoort-van de Vorst; Thomas Duindam; Meindert Niemeijer; Keelin Murphy; Arnold Schilham; Alessandra Retico; Maria Evelina Fantacci; Niccolò Camarlinghi; Francesco Bagagli; Ilaria Gori; Takeshi Hara; Hiroshi Fujita; Gianfranco Gargano; Roberto Bellotti; Sabina Tangaro; Lourdes Bolaños; Francesco De Carlo; Piergiorgio Cerello; Sorin Cristian Cheran; Ernesto Lopez Torres; Mathias Prokop
Journal:  Med Image Anal       Date:  2010-06-04       Impact factor: 8.545

2.  DOIs for DICOM raw images: enabling science reproducibility.

Authors:  Philip E Bourne
Journal:  Radiology       Date:  2015-04       Impact factor: 11.105

3.  Extraction of airways from CT (EXACT'09).

Authors:  Pechin Lo; Bram van Ginneken; Joseph M Reinhardt; Tarunashree Yavarna; Pim A de Jong; Benjamin Irving; Catalin Fetita; Margarete Ortner; Rômulo Pinho; Jan Sijbers; Marco Feuerstein; Anna Fabijańska; Christian Bauer; Reinhard Beichel; Carlos S Mendoza; Rafael Wiemker; Jaesung Lee; Anthony P Reeves; Silvia Born; Oliver Weinheimer; Eva M van Rikxoort; Juerg Tschirren; Ken Mori; Benjamin Odry; David P Naidich; Ieneke Hartmann; Eric A Hoffman; Mathias Prokop; Jesper H Pedersen; Marleen de Bruijne
Journal:  IEEE Trans Med Imaging       Date:  2012-07-26       Impact factor: 10.048

4.  Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.

Authors:  Rina D Rudyanto; Sjoerd Kerkstra; Eva M van Rikxoort; Catalin Fetita; Pierre-Yves Brillet; Christophe Lefevre; Wenzhe Xue; Xiangjun Zhu; Jianming Liang; Ilkay Öksüz; Devrim Ünay; Kamuran Kadipaşaoğlu; Raúl San José Estépar; James C Ross; George R Washko; Juan-Carlos Prieto; Marcela Hernández Hoyos; Maciej Orkisz; Hans Meine; Markus Hüllebrand; Christina Stöcker; Fernando Lopez Mir; Valery Naranjo; Eliseo Villanueva; Marius Staring; Changyan Xiao; Berend C Stoel; Anna Fabijanska; Erik Smistad; Anne C Elster; Frank Lindseth; Amir Hossein Foruzan; Ryan Kiros; Karteek Popuri; Dana Cobzas; Daniel Jimenez-Carretero; Andres Santos; Maria J Ledesma-Carbayo; Michael Helmberger; Martin Urschler; Michael Pienn; Dennis G H Bosboom; Arantza Campo; Mathias Prokop; Pim A de Jong; Carlos Ortiz-de-Solorzano; Arrate Muñoz-Barrutia; Bram van Ginneken
Journal:  Med Image Anal       Date:  2014-07-23       Impact factor: 8.545

5.  Effect of case selection on the performance of computer-aided detection schemes.

Authors:  R M Nishikawa; M L Giger; K Doi; C E Metz; F F Yin; C J Vyborny; R A Schmidt
Journal:  Med Phys       Date:  1994-02       Impact factor: 4.071

6.  The effect of verification on the assessment of imaging techniques.

Authors:  G Revesz; H L Kundel; M Bonitatibus
Journal:  Invest Radiol       Date:  1983 Mar-Apr       Impact factor: 6.016

7.  The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository.

Authors:  Kenneth Clark; Bruce Vendt; Kirk Smith; John Freymann; Justin Kirby; Paul Koppel; Stephen Moore; Stanley Phillips; David Maffitt; Michael Pringle; Lawrence Tarbox; Fred Prior
Journal:  J Digit Imaging       Date:  2013-12       Impact factor: 4.056
  7 in total
  13 in total

1.  PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images.

Authors:  Samuel G Armato; Henkjan Huisman; Karen Drukker; Lubomir Hadjiiski; Justin S Kirby; Nicholas Petrick; George Redmond; Maryellen L Giger; Kenny Cha; Artem Mamonov; Jayashree Kalpathy-Cramer; Keyvan Farahani
Journal:  J Med Imaging (Bellingham)       Date:  2018-11-10

2.  LUNGx Challenge for computerized lung nodule classification.

Authors:  Samuel G Armato; Karen Drukker; Feng Li; Lubomir Hadjiiski; Georgia D Tourassi; Roger M Engelmann; Maryellen L Giger; George Redmond; Keyvan Farahani; Justin S Kirby; Laurence P Clarke
Journal:  J Med Imaging (Bellingham)       Date:  2016-12-19

3.  Special Section Guest Editorial: Quantitative Imaging and the Pioneering Efforts of Laurence P. Clarke.

Authors:  Robert J Nordstrom
Journal:  J Med Imaging (Bellingham)       Date:  2017-09-13

Review 4.  Evolving the pulmonary nodules diagnosis from classical approaches to deep learning-aided decision support: three decades' development course and future prospect.

Authors:  Bo Liu; Wenhao Chi; Xinran Li; Peng Li; Wenhua Liang; Haiping Liu; Wei Wang; Jianxing He
Journal:  J Cancer Res Clin Oncol       Date:  2019-11-30       Impact factor: 4.553

5.  Form Factors as Potential Imaging Biomarkers to Differentiate Benign vs. Malignant Lung Lesions on CT Scans.

Authors:  Francesco Bianconi; Isabella Palumbo; Mario Luca Fravolini; Maria Rondini; Matteo Minestrini; Giulia Pascoletti; Susanna Nuvoli; Angela Spanu; Michele Scialpi; Cynthia Aristei; Barbara Palumbo
Journal:  Sensors (Basel)       Date:  2022-07-04       Impact factor: 3.847

6.  Radiological Image Traits Predictive of Cancer Status in Pulmonary Nodules.

Authors:  Ying Liu; Yoganand Balagurunathan; Thomas Atwater; Sanja Antic; Qian Li; Ronald C Walker; Gary T Smith; Pierre P Massion; Matthew B Schabath; Robert J Gillies
Journal:  Clin Cancer Res       Date:  2016-09-23       Impact factor: 12.531

7.  Computational Challenges and Collaborative Projects in the NCI Quantitative Imaging Network.

Authors:  Keyvan Farahani; Jayashree Kalpathy-Cramer; Thomas L Chenevert; Daniel L Rubin; John J Sunderland; Robert J Nordstrom; John Buatti; Nola Hylton
Journal:  Tomography       Date:  2016-12

8.  Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization.

Authors:  Mizuho Nishio; Mitsuo Nishizawa; Osamu Sugiyama; Ryosuke Kojima; Masahiro Yakami; Tomohiro Kuroda; Kaori Togashi
Journal:  PLoS One       Date:  2018-04-19       Impact factor: 3.240

9.  Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.

Authors:  Yoganand Balagurunathan; Andrew Beers; Michael Mcnitt-Gray; Lubomir Hadjiiski; Sandy Napel; Dmitry Goldgof; Gustavo Perez; Pablo Arbelaez; Alireza Mehrtash; Tina Kapur; Ehwa Yang; Jung Won Moon; Gabriel Bernardino Perez; Ricard Delgado-Gonzalo; M Mehdi Farhangi; Amir A Amini; Renkun Ni; Xue Feng; Aditya Bagari; Kiran Vaidhya; Benjamin Veasey; Wiem Safta; Hichem Frigui; Joseph Enguehard; Ali Gholipour; Laura Silvana Castillo; Laura Alexandra Daza; Paul Pinsky; Jayashree Kalpathy-Cramer; Keyvan Farahani
Journal:  IEEE Trans Med Imaging       Date:  2021-11-30       Impact factor: 11.037

10.  Auto Diagnostics of Lung Nodules Using Minimal Characteristics Extraction Technique.

Authors:  Diego M Peña; Shouhua Luo; Abdeldime M S Abdelgader
Journal:  Diagnostics (Basel)       Date:  2016-03-04
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