Tânia Maria Pereira Lopes


AuthID: R-001-PN4

Confirmed Publications: 90



1
TITLE: A review of machine learning methods for cancer characterization from microbiome data
AUTHORS: Teixeira, Marco; Silva, Francisco; Ferreira, Rui M.; Pereira, Tania ; Figueiredo, Ceu ; Oliveira, Helder P.;
PUBLISHED: 2024, SOURCE: NPJ PRECISION ONCOLOGY, VOLUME: 8, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID
2
TITLE: CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients
AUTHORS: Amaro, Maria; Oliveira, Helder P.; Pereira, Tania ;
PUBLISHED: 2024, SOURCE: 37th International Symposium on Computer-Based Medical Systems (CBMS) in 2024 IEEE 37TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2024, VOLUME: 3
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
3
TITLE: Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis
AUTHORS: Vale, Pedro; Boer, Jennifer; Oliveira, Helder P.; Pereira, Tania ;
PUBLISHED: 2024, SOURCE: 37th International Symposium on Computer-Based Medical Systems (CBMS) in 2024 IEEE 37TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2024
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
4
TITLE: Exploring the differences between Multi-task and Single-task with the use of hxplainable AI for lung nodule classification
AUTHORS: Fernandes, Luis; Pereira, Tania ; Oliveira, Helder P.;
PUBLISHED: 2024, SOURCE: 37th International Symposium on Computer-Based Medical Systems (CBMS) in 2024 IEEE 37TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS 2024, VOLUME: 32
INDEXED IN: Scopus WOS CrossRef Unpaywall
5
TITLE: A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq
AUTHORS: Miguel Simões; Tânia Pereira ; Francisco Silva ; José Manuel F Machado; Hélder P Oliveira ;
PUBLISHED: 2023, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
6
TITLE: AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise
AUTHORS: Lucas Ribeiro; Helder P Oliveira ; Xiao Hu; Tania Pereira ;
PUBLISHED: 2023, SOURCE: Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
7
TITLE: Learning Models for Bone Marrow Edema Detection in Magnetic Resonance Imaging
AUTHORS: Ribeiro, Goncalo; Pereira, Tania ; Silva, Francisco ; Sousa, Joana ; Carvalho, Diogo Costa; Dias, Silvia Costa; Oliveira, Helder P. ;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
8
TITLE: Lung CT image synthesis using GANs  Full Text
AUTHORS: Mendes, Jose; Pereira, Tania ; Silva, Francisco ; Frade, Julieta; Morgado, Joana; Freitas, Claudia ; 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: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 215
INDEXED IN: Scopus WOS DBLP CrossRef: 12 Unpaywall
IN MY: ORCID
9
10
TITLE: Mortality prediction using medical time series on TBI patients  Full Text
AUTHORS: Fonseca, Joao; Liu, Xiuyun; Oliveira, Helder P. ; Pereira, Tania ;
PUBLISHED: 2023, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 242
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
Page 1 of 9. Total results: 90.

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