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Stefanos Kollias

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Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation

Mar 14, 2024
Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos Kollias

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COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System

Mar 12, 2024
Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos Kollias

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Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans

Mar 10, 2024
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias

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Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction

Nov 08, 2023
Zacharias Anastasakis, Dimitrios Mallis, Markos Diomataris, George Alexandridis, Stefanos Kollias, Vassilis Pitsikalis

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A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging

Mar 02, 2023
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias

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AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging

Jun 13, 2022
Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias

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HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media

Oct 19, 2021
Anargyros Chatzitofis, Leonidas Saroglou, Prodromos Boutis, Petros Drakoulis, Nikolaos Zioulis, Shishir Subramanyam, Bart Kevelham, Caecilia Charbonnier, Pablo Cesar, Dimitrios Zarpalas, Stefanos Kollias, Petros Daras

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DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors

Oct 14, 2021
Anargyros Chatzitofis, Dimitrios Zarpalas, Stefanos Kollias, Petros Daras

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