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TÍTULO: Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges
AUTORES: 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. ;
PUBLICAÇÃO: 2022, FONTE: JOURNAL OF PERSONALIZED MEDICINE, VOLUME: 12, NÚMERO: 3
INDEXADO EM: Scopus WOS CrossRef: 27 Unpaywall
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TÍTULO: Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features  Full Text
AUTORES: Teixeira, M; Pereira, T ; Silva, F ; Cunha, A ; Oliveira, HP ;
PUBLICAÇÃO: 2022, FONTE: 2022 44TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, VOLUME: 2022-July
INDEXADO EM: Scopus WOS DBLP CrossRef: 1 Unpaywall
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TÍTULO: Adversarial Data Augmentation on Breast MRI Segmentation
AUTORES: João F Teixeira ; Mariana Dias; Eva Batista; Joana Costa; Luís F Teixeira ; Hélder P Oliveira ;
PUBLICAÇÃO: 2021, FONTE: APPLIED SCIENCES-BASEL, VOLUME: 11, NÚMERO: 10
INDEXADO EM: Scopus WOS CrossRef: 5
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TÍTULO: An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression  Full Text
AUTORES: Ramos, Bernardo; Pereira, Tania ; Moranguinho, Joao ; Morgado, Joana ; Costa, Jose Luis; Oliveira, Helder P. ;
PUBLICAÇÃO: 2021, FONTE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXADO EM: Scopus WOS DBLP CrossRef: 10
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TÍTULO: Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images  Full Text
AUTORES: Moranguinho, Joao ; Pereira, Tania ; Ramos, Bernardo; Morgado, Joana ; Costa, Jose Luis; Oliveira, Helder P. ;
PUBLICAÇÃO: 2021, FONTE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXADO EM: Scopus WOS DBLP CrossRef: 10
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TÍTULO: Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images
AUTORES: Pereira, T ; Freitas, C ; Costa, JL; Morgado, J ; Silva, F ; Negrao, E; de Lima, BF; da Silva, MC; Madureira, AJ ; Ramos, I; Hespanhol, V ; Cunha, A ; Oliveira, HP ;
PUBLICAÇÃO: 2021, FONTE: JOURNAL OF CLINICAL MEDICINE, VOLUME: 10, NÚMERO: 1
INDEXADO EM: Scopus WOS CrossRef: 19
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TÍTULO: Cost-Efficient Color Correction Approach on Uncontrolled Lighting Conditions
AUTORES: Pedro H Carvalho ; Inês Rocha; Fábio Azevedo; Patrícia S Peixoto; Marcela A Segundo ; Hélder P Oliveira ;
PUBLICAÇÃO: 2021, FONTE: 19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021 in Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part I, VOLUME: 13052
INDEXADO EM: Scopus DBLP CrossRef: 2
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TÍTULO: Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo  Full Text
AUTORES: Fernandes, L; Carvalho, S; Carneiro, I; Henrique, R ; Tuchin, VV; Oliveira, HP ; Oliveira, LM ;
PUBLICAÇÃO: 2021, FONTE: CHAOS, VOLUME: 31, NÚMERO: 5
INDEXADO EM: Scopus WOS CrossRef: 17
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TÍTULO: EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning
AUTORES: Silva, F ; Pereira, T ; Morgado, J ; Frade, J; Mendes, J; Freitas, C; Negrao, E; De Lima, BF; Da Silva, MC; Madureira, AJ; Ramos, I; Hespanhol, V; Costa, JL; Cunha, A ; Oliveira, HP ;
PUBLICAÇÃO: 2021, FONTE: IEEE ACCESS, VOLUME: 9
INDEXADO EM: Scopus WOS DBLP CrossRef: 37
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TÍTULO: Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape Modelling
AUTORES: Costa, A; Rodrigues, D; Castro, M; Assis, S; Oliveira, HP ;
PUBLICAÇÃO: 2021, FONTE: 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 16th International Conference on Computer Vision Theory and Applications (VISAPP) in VISAPP: PROCEEDINGS OF THE 16TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL. 4: VISAPP, VOLUME: 4
INDEXADO EM: Scopus WOS DBLP CrossRef
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