Tânia Maria Pereira Lopes


AuthID: R-001-PN4

Confirmed Publications: 86



11
TITLE: A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images
AUTHORS: Tânia Pereira ; Francisco Silva; Pedro Claro; Diogo Costa Carvalho; Sílvia Costa Dias; Helena Torrão; 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
IN MY: ORCID
12
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
IN MY: ORCID
13
TITLE: Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal  Full Text
AUTHORS: Ding, Cheng; Pereira, Tania ; Xiao, Ran; Lee, Randall J.; Hu, Xiao;
PUBLISHED: 2022, SOURCE: SENSORS, VOLUME: 22, ISSUE: 19
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
14
TITLE: Learning Models for Traumatic Brain Injury Mortality Prediction on Pediatric Electronic Health Records  Full Text
AUTHORS: Fonseca, Joao; Liu, Xiuyun; Oliveira, Helder P. ; Pereira, Tania ;
PUBLISHED: 2022, SOURCE: FRONTIERS IN NEUROLOGY, VOLUME: 13
INDEXED IN: Scopus WOS CrossRef: 5 Unpaywall
IN MY: ORCID
15
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: 11
IN MY: ORCID
16
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: 3
IN MY: ORCID
17
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
IN MY: ORCID
18
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
IN MY: ORCID
19
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
IN MY: ORCID
20
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
IN MY: ORCID
Page 2 of 9. Total results: 86.

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