ProfileOfResearchers

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TITLE: An Explainable Deep Learning Architecture for the Detection of Gastrointestinal Lesions in Colonoscopy Images
AUTHORS: Pereira, Hugo; Martinho, Diogo; Marreiros, Goreti ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II, VOLUME: 16122

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TITLE: Deep Learning-Based Microbial Colony Detection on Agar Plates
AUTHORS: Silva, Miguel; Martinho, Diogo; Marreiros, Goreti ;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT I, VOLUME: 16121

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TITLE: Enhancing Medication Adherence with Computer Vision: Object Detection Models for Pill Detection
AUTHORS: Pinto, Gabriel; Martins, Rafael; Pereira, Hugo; Ribeiro, Rita; Conceicao, Luis; Marreiros, Goreti ;
PUBLISHED: 2026, SOURCE: 13th World Conference on Information Systems and Technologies-WORLDCIST-Annual in EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST 2025, VOL 1, VOLUME: 1514

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TITLE: iHOMER+: Incremental multi-view output-specialization for streaming multi-label learning
AUTHORS: Afonso Lourenço; Lara Neves; Alberto Cano; Goreti Marreiros ;
PUBLISHED: 2026, SOURCE: Inf. Fusion, VOLUME: 133

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TITLE: Lightweight Tree Ensembles with Optimized Features for Five-Class Sleep Apnea Stratification
AUTHORS: Silva, Vasco; Marreiros, Goreti ; Conceicao, Luis;
PUBLISHED: 2026, SOURCE: 24th EPIA Conference on Progress in Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II, VOLUME: 16122

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TITLE: Photoplethysmography in Healthcare: An Umbrella Review of Clinical Applications, Validation, and Evidence Gaps (Preprint)
AUTHORS: Rita Ribeiro; Izabela Calvi; Francisco Ferreira; Vinícius Lima; Filipe Bernardi; Luís Conceição; Goreti Marreiros ; Alberto Freitas;
PUBLISHED: 2026

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TITLE: A Multi-agent System Approach with Generative AI for Improved Elderly Daily Living
AUTHORS: Crista, Vitor; Martinho, Diogo; Marreiros, Goreti ;
PUBLISHED: 2025, SOURCE: 23rd EPIA Conference on Artificial Intelligence-EPIA in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2024, PT I, VOLUME: 14967

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TITLE: Advancing Smart Urban Futures in the Healthcare Sector
AUTHORS: Alves, Vitor; Marreiros, Goreti ; Fdez Riverola, Florentino; Neves, Jose; Ribeiro, Jorge ; Vicente, Henrique;
PUBLISHED: 2025, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence in DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, SPECIAL SESSIONS II, 21ST INTERNATIONAL CONFERENCE, VOLUME: 1151

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TITLE: Design of a Proactive System to Promote Healthy Behaviors in the Elderly Population
AUTHORS: Crista, Vitor; Martinho, Diogo; Marreiros, Goreti ;
PUBLISHED: 2025, SOURCE: 21st International Symposium on Distributed Computing and Artificial Intelligence in DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, SPECIAL SESSIONS II, 21ST INTERNATIONAL CONFERENCE, VOLUME: 1151

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