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TITLE: Automated image label extraction from radiology reports - A review  Full Text
AUTHORS: Pereira, Sofia C.; Mendonca, Ana Maria ; Campilho, Aurelio ; Sousa, Pedro; Lopes, Carla Teixeira ;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 149
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TITLE: Human versus Artificial Intelligence: Validation of a Deep Learning Model for Retinal Layer and Fluid Segmentation in Optical Coherence Tomography Images from Patients with Age-Related Macular Degeneration  Full Text
AUTHORS: Miranda, Mariana; Santos Oliveira, Joana; Mendonca, Ana Maria ; Sousa, Vania; Melo, Tania; Carneiro, Angela;
PUBLISHED: 2024, SOURCE: DIAGNOSTICS, VOLUME: 14, ISSUE: 10
INDEXED IN: Scopus WOS
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TITLE: STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images  Full Text
AUTHORS: Rocha, Joana ; Pereira, Sofia Cardoso ; Pedrosa, Joao ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2024, SOURCE: ARTIFICIAL INTELLIGENCE IN MEDICINE, VOLUME: 147
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4
TITLE: An Active Learning Approach for Support Device Detection in Chest Radiography Images
AUTHORS: Belo, Raquel Morais; Rocha, Joana ; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: 15th International Conference on Machine Vision (ICMV) in FIFTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION, ICMV 2022, VOLUME: 12701
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5
TITLE: Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening
AUTHORS: Rui Santos ; João Pedrosa ; Ana Maria Mendonça ; Aurélio Campilho ;
PUBLISHED: 2023, SOURCE: 11th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2023 in Pattern Recognition and Image Analysis - 11th Iberian Conference, IbPRIA 2023, Alicante, Spain, June 27-30, 2023, Proceedings, VOLUME: 14062
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TITLE: Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification
AUTHORS: Joana Rocha ; Ana Maria Mendonça ; Sofia Cardoso Pereira; Aurélio Campilho ;
PUBLISHED: 2023, SOURCE: 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
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TITLE: Deep Feature-Based Automated Chest Radiography Compliance Assessment
AUTHORS: Costa, Matilde; Pereira, Sofia C.; Pedrosa, Joao ; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: IEEE 7th Portuguese Meeting on Bioengineering (ENBENG) in 2023 IEEE 7TH PORTUGUESE MEETING ON BIOENGINEERING, ENBENG
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TITLE: Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework
AUTHORS: Pedrosa, Joao ; Sousa, Pedro; Silva, Joana; Mendonca, Ana Maria ; Campilho, Aurelio ;
PUBLISHED: 2023, SOURCE: 36th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS, VOLUME: 2023-June
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9
TITLE: Lightweight multi-scale classification of chest radiographs via size-specific batch normalization  Full Text
AUTHORS: Pereira, Sofia C. ; Rocha, Joana ; Campilho, Aurelio ; Sousa, Pedro; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 236
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TITLE: OCT Image Synthesis through Deep Generative Models
AUTHORS: Melo, Tania ; Cardoso, Jaime ; Carneiro, Angela ; Campilho, Aurelio ; Mendonca, Ana Maria ;
PUBLISHED: 2023, SOURCE: 36th IEEE International Symposium on Computer-Based Medical Systems (CBMS) in 2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS, VOLUME: 2023-June
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