Gustavo ANDRADE MIRANDA
- Systèmes Complexes et Intelligence Artificielle (SyCoIA - IMT Mines Alès)
- IMT MINES ALÈS
Présentation
I am an Associate Professor (Maître de Conférences) at IMT Mines Alès. My research focuses on image processing, computer vision, and deep learning, with a particular interest in extracting biomarkers from physiological and pathological data. I work on multimodal learning and the use of foundation models to support clinical decision-making, especially in oncology. A key part of my work involves improving the interpretability and explainability of AI models to make them usable in real clinical settings. My website includes further details on ongoing projects and publications - https://andrade-miranda.github.io/
Publications
Publications
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Évaluation de la fiabilité des architectures basées sur les Transformers pour la segmentation du cancer de la prostate : une analyse rigoureuse et exhaustiveColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), Mar 2025, Nice, France |
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PI-RADS Net: Une nouvelle méthode d’apprentissage profond pour la détection du cancer de la prostate cliniquement significatif à l'IRMColloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), Mar 2025, Nice, France |
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Characterizing vocal-fold dynamics in singing vocal modes from Complete Vocal Technique using high-speed laryngeal imaging and electroglottographic analysisPEVOC 2019 - 13th Pan-European Voice Conference, Aug 2019, Copenhagen, Denmark |
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Vocal Folds Dynamics by Means of Optical Flow Techniques: A Review of the MethodsAdvances in Signal Processing: Reviews, 2018, 978-8409043293 |
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Analyzing of the vocal fold dynamics using laryngeal videosSignal and Image Processing. Universidad Politécnica de Madrid, 2017. English. ⟨NNT : ⟩ |