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Joana Vale Amaro de Sousa

AuthID: R-00K-16J

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Confirmed Publications: 7

1

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

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2

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

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3

TITLE: Machine learning-based approaches for cancer prediction using microbiome data Full Text
AUTHORS: Freitas, Pedro ; Silva, Francisco ; Sousa, Joana Vale ; Ferreira, Rui M. ; Figueiredo, Ceu ; Pereira, Tania ; Oliveira, Helder P. ;
PUBLISHED: 2023, SOURCE: SCIENTIFIC REPORTS, VOLUME: 13, ISSUE: 1

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4

TITLE: Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? Full Text
AUTHORS: Sousa, Joana Vale ; Matos, Pedro; Silva, Francisco ; Freitas, Pedro ; Oliveira, Helder P. ; Pereira, Tania ;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 12

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5

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

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6

TITLE: The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans Full Text
AUTHORS: Sousa, Joana ; Pereira, Tania ; Neves, Ines; Silva, Francisco ; Oliveira, Helder P. ;
PUBLISHED: 2022, SOURCE: SENSORS, VOLUME: 22, ISSUE: 9

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7

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

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