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Author
Juan Borrego-Carazo; Carles Sanchez; David Castells; Jordi Carrabina; Debora Gil
Title
A benchmark for the evaluation of computational methods for bronchoscopic navigation
Type
Journal Article
Year
2022
Publication
International Journal of Computer Assisted Radiology and Surgery
Abbreviated Journal
IJCARS
Volume
17
Issue
1
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ BSC2022
Serial
3832
Permanent link to this record
Author
Antoni Rosell; Sonia Baeza; S. Garcia-Reina; JL. Mate; Ignasi Guasch; I. Nogueira; I. Garcia-Olive; Guillermo Torres; Carles Sanchez; Debora Gil
Title
EP01.05-001 Radiomics to Increase the Effectiveness of Lung Cancer Screening Programs. Radiolung Preliminary Results
Type
Journal Article
Year
2022
Publication
Journal of Thoracic Oncology
Abbreviated Journal
JTO
Volume
17
Issue
9
Pages
S182
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ RBG2022b
Serial
3834
Permanent link to this record
Author
Antoni Rosell; Sonia Baeza; S. Garcia-Reina; JL. Mate; Ignasi Guasch; I. Nogueira; I. Garcia-Olive; Guillermo Torres; Carles Sanchez; Debora Gil
Title
Radiomics to increase the effectiveness of lung cancer screening programs. Radiolung preliminary results.
Type
Journal Article
Year
2022
Publication
European Respiratory Journal
Abbreviated Journal
ERJ
Volume
60
Issue
66
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
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Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
IAM
Approved
no
Call Number
Admin @ si @ RBG2022c
Serial
3835
Permanent link to this record
Author
Guillermo Torres; Jan Rodríguez Dueñas; Sonia Baeza; Antoni Rosell; Carles Sanchez; Debora Gil
Title
Prediction of Malignancy in Lung Cancer using several strategies for the fusion of Multi-Channel Pyradiomics Images
Type
Conference Article
Year
2023
Publication
7th Workshop on Digital Image Processing for Medical and Automotive Industry in the framework of SYNASC 2023
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
This study shows the generation process and the subsequent study of the representation space obtained by extracting GLCM texture features from computer-aided tomography (CT) scans of pulmonary nodules (PN). For this, data from 92 patients from the Germans Trias i Pujol University Hospital were used. The workflow focuses on feature extraction using Pyradiomics and the VGG16 Convolutional Neural Network (CNN). The aim of the study is to assess whether the data obtained have a positive impact on the diagnosis of lung cancer (LC). To design a machine learning (ML) model training method that allows generalization, we train SVM and neural network (NN) models, evaluating diagnosis performance using metrics defined at slice and nodule level.
Address
Corporate Author
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Editor
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Summary Language
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Series Title
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Series Volume
Series Issue
Edition
ISSN
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DIPMAI
Notes
IAM
Approved
no
Call Number
Admin @ si @ TRB2023
Serial
3926
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