1
TITLE: A survey on cell nuclei instance segmentation and classification: Leveraging context and attention
AUTHORS: Nunes, Joao D. ; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania ; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 99
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
2
TITLE: Causal representation learning through higher-level information extraction
AUTHORS: Silva, Francisco ; Oliveira, helder P. ; Pereira, Tania ;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
3
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: 2 Unpaywall
IN MY: ORCID
4
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
5
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
6
TITLE: Design and Usability Assessment of Multimodal Augmented Reality System for Gait Training
AUTHORS: Pinheiro, Cristiana; Figueiredo, Joana; Pereira, Tania ; Santos, Cristina P.;
PUBLISHED: 2024, SOURCE: 6th Iberian Robotics Conference (Robot) in ROBOT 2023: SIXTH IBERIAN ROBOTICS CONFERENCE, VOL 2, VOLUME: 978
INDEXED IN: Scopus WOS CrossRef: 1
7
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
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
8
TITLE: Radiological Medical Imaging Annotation and Visualization Tool
AUTHORS: Teiga, Ines ; Sousa, Joana Vale ; Silva, Francisco ; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2024, SOURCE: 18th International Conference on Universal Access in Human-Computer Interaction (UAHCI) Held as Part of the 26th International Conference on Human-Computer Interaction (HCII) in UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION, PT III, UAHCI 2024, VOLUME: 14698
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
9
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
10
TITLE: AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise
AUTHORS: Lucas Ribeiro; Hélder P Oliveira ; Xiao Hu; Tânia Pereira ;
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
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