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Author
Debora Gil; Oriol Ramos Terrades; Raquel Perez
Title
Topological Radiomics (TOPiomics): Early Detection of Genetic Abnormalities in Cancer Treatment Evolution
Type
Conference Article
Year
2020
Publication
Women in Geometry and Topology
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Barcelona; September 2019
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; DAG; 600.139; 600.145; 600.121
Approved
no
Call Number
Admin @ si @ GRP2020
Serial
3473
Permanent link to this record
Author
Jose Elias Yauri; Aura Hernandez-Sabate; Pau Folch; Debora Gil
Title
Mental Workload Detection Based on EEG Analysis
Type
Conference Article
Year
2021
Publication
Artificial Intelligent Research and Development. Proceedings 23rd International Conference of the Catalan Association for Artificial Intelligence.
Abbreviated Journal
Volume
339
Issue
Pages
268-277
Keywords
Cognitive states; Mental workload; EEG analysis; Neural Networks.
Abstract
The study of mental workload becomes essential for human work efficiency, health conditions and to avoid accidents, since workload compromises both performance and awareness. Although workload has been widely studied using several physiological measures, minimising the sensor network as much as possible remains both a challenge and a requirement.
Electroencephalogram (EEG) signals have shown a high correlation to specific cognitive and mental states like workload. However, there is not enough evidence in the literature to validate how well models generalize in case of new subjects performing tasks of a workload similar to the ones included during model’s training.
In this paper we propose a binary neural network to classify EEG features across different mental workloads. Two workloads, low and medium, are induced using two variants of the N-Back Test. The proposed model was validated in a dataset collected from 16 subjects and shown a high level of generalization capability: model reported an average recall of 81.81% in a leave-one-out subject evaluation.
Address
Virtual; October 20-22 2021
Corporate Author
Thesis
Publisher
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Summary Language
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CCIA
Notes
IAM; 600.139; 600.118; 600.145
Approved
no
Call Number
Admin @ si @
Serial
3723
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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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
Thesis
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Editor
Language
Summary Language
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Series Editor
Series Title
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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
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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
Publisher
Place of Publication
Editor
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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
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Place of Publication
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Summary Language
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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
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Publisher
Place of Publication
Editor
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Summary Language
Original Title
Series Editor
Series Title
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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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