11
TITLE: Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification
AUTHORS: Ramos, Bernardo; Pereira, Tania ; Silva, Francisco ; Costa, Jose Luis; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) in PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2022), VOLUME: 13256
INDEXED IN: Scopus WOS DBLP CrossRef
12
TITLE: Lung Segmentation in CT Images: A Residual U-Net Approach on a Cross-Cohort Dataset
AUTHORS: Sousa, J ; Pereira, T ; Silva, F ; Silva, MC; Vilares, AT; Cunha, A ; Oliveira, HP ;
PUBLISHED: 2022, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 12, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 14
13
TITLE: Multiple instance learning for lung pathophysiological findings detection using CT scans  Full Text
AUTHORS: Frade, Julieta; Pereira, Tania ; Morgado, Joana; Silva, Francisco ; Freitas, Claudia; Mendes, Jose; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J.; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau ; Cunha, Antonio ; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, VOLUME: 60, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 5
14
TITLE: On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer
AUTHORS: Pedro Silva; Tânia Pereira ; Marco Teixeira; Francisco Silva ; Hélder P Oliveira ;
PUBLISHED: 2022, SOURCE: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef Unpaywall
15
TITLE: Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods
AUTHORS: Malafaia, Mafalda; Silva, Francisco ; Neves, Ines; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
16
TITLE: Semi-Supervised Approach for EGFR Mutation Prediction on CT Images  Full Text
AUTHORS: Pinheiro, Claudia; Silva, Francisco ; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: MATHEMATICS, VOLUME: 10, ISSUE: 22
INDEXED IN: Scopus WOS CrossRef: 1
17
TITLE: Synthesizing 3D Lung CT scans with Generative Adversarial Networks
AUTHORS: Artur Ferreira; Tânia Pereira ; Francisco Silva ; Ana T Vilares; Miguel Correia Da Silva; António Cunha ; Hélder P Oliveira ;
PUBLISHED: 2022, SOURCE: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef Unpaywall
19
TITLE: Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges
AUTHORS: Silva, Francisco ; Pereira, Tania ; Neves, Ines; Morgado, Joana; Freitas, Claudia ; Malafaia, Mafalda; Sousa, Joana ; Fonseca, Joao; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J. ; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau ; Cunha, Antonio ; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: JOURNAL OF PERSONALIZED MEDICINE, VOLUME: 12, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 20 Unpaywall
20
TITLE: Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features
AUTHORS: Marco Teixeira; Tânia Pereira ; Francisco Silva ; António Cunha ; Hélder P Oliveira ;
PUBLISHED: 2022, SOURCE: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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