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Author
Guillermo Torres; Debora Gil; Antoni Rosell; S. Mena; Carles Sanchez
Title
Virtual Radiomics Biopsy for the Histological Diagnosis of Pulmonary Nodules – Intermediate Results of the RadioLung Project
Type
Journal Article
Year
2023
Publication
International Journal of Computer Assisted Radiology and Surgery
Abbreviated Journal
IJCARS
Volume
Issue
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 @ TGM2023
Serial
3830
Permanent link to this record
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
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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
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
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Series Editor
Series Title
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DIPMAI
Notes
IAM
Approved
no
Call Number
Admin @ si @ TRB2023
Serial
3926
Permanent link to this record
Author
Guillermo Torres; Debora Gil; Antoni Rosell; S. Mena; Carles Sanchez
Title
Virtual Radiomics Biopsy for the Histological Diagnosis of Pulmonary Nodules
Type
Conference Article
Year
2023
Publication
37th International Congress and Exhibition is organized by Computer Assisted Radiology and Surgery
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Pòster
Address
Munich; Germany; June 2023
Corporate Author
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Summary Language
Original Title
Series Editor
Series Title
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ISBN
Medium
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Conference
CARS
Notes
IAM
Approved
no
Call Number
Admin @ si @ TGR2023a
Serial
3950
Permanent link to this record
Author
Sonia Baeza; Debora Gil; Carles Sanchez; Guillermo Torres; Ignasi Garcia Olive; Ignasi Guasch; Samuel Garcia Reina; Felipe Andreo; Jose Luis Mate; Jose Luis Vercher; Antonio Rosell
Title
Biopsia virtual radiomica para el diagnóstico histológico de nódulos pulmonares – Resultados intermedios del proyecto Radiolung
Type
Conference Article
Year
2023
Publication
SEPAR
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Pòster
Address
Granada; Spain; June 2023
Corporate Author
Thesis
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Place of Publication
Editor
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Summary Language
Original Title
Series Editor
Series Title
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ISBN
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Conference
SEPAR
Notes
IAM
Approved
no
Call Number
Admin @ si @ BGS2023
Serial
3951
Permanent link to this record
Author
Debora Gil; Guillermo Torres; Carles Sanchez
Title
Transforming radiomic features into radiological words
Type
Conference Article
Year
2023
Publication
IEEE International Symposium on Biomedical Imaging
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Pòster
Address
Cartagena de Indias; Colombia; April 2023
Corporate Author
Thesis
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Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
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ISBI
Notes
IAM
Approved
no
Call Number
Admin @ si @ GTS2023
Serial
3952
Permanent link to this record
Author
Pau Cano; Debora Gil; Eva Musulen
Title
Towards automatic detection of helicobacter pylori in histological samples of gastric tissue
Type
Conference Article
Year
2023
Publication
IEEE International Symposium on Biomedical Imaging
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Cartagena de Indias; Colombia; April 2023
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
ISBI
Notes
IAM
Approved
no
Call Number
Admin @ si @ CGM2023
Serial
3953
Permanent link to this record
Author
Guillermo Torres; Debora Gil; Antonio Rosell; Sonia Baeza; Carles Sanchez
Title
A radiomic biopsy for virtual histology of pulmonary nodules
Type
Conference Article
Year
2023
Publication
IEEE International Symposium on Biomedical Imaging
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Pòster
Address
Cartagena de Indias; Colombia; April 2023
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
ISBI
Notes
IAM
Approved
no
Call Number
Admin @ si @ TGR2023b
Serial
3954
Permanent link to this record
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