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Gustavo Andrade-Miranda

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Associate Professor

IMT Mines Alès

France

Research Interests

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Professors in France Professors in Medical Imaging Medical Imaging professors in France

Recent Grants

Grant: Open

Twinning for Excellence in AI-Driven Ophthalmic Diagnostics and Treatment

Open Date: 2027-01-01

Close Date: 2030-01-01

Grant: Open

Past2Eco

Open Date: 2026-01-01

Close Date: 2031-01-01

Articles (20)

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Collaborators (6)

Panagiotis Papadimitroulas

University of Patras

GREECE

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Nikolaos Papathanasiou

Assistant Professor in Nuclear Medicine-Hybrid Imaging

University of Patras

GREECE

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Konstantinos Chatzipapas

Delft University of Technology

NETHERLANDS

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Baptiste Magnier

IMT Mines Alès

FRANCE

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George Kagadis

Professor of Medical Physics - Medical Informatics

University of Patras

GREECE

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Vincent Bourbonne

University Hospital

FRANCE

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Gustavo Andrade-Miranda

Research Interests

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Recent Grants

Articles (20)

Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

AI-driven volumetric approach for automatic chemotherapy response assessment in colorectal liver metastases

Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling

Comprehensive Review of Open-Source Fundus Image Databases for Diabetic Retinopathy Diagnosis

GIRAFE: Glottal imaging dataset for advanced segmentation, analysis, and facilitative playbacks evaluation

Exploring learning transferability in deep segmentation of colorectal cancer liver metastases

Towards more reliable prostate cancer detection: Incorporating clinical data and uncertainty in MRI deep learning

Advancing treatment response assessment of hepatic metastases using AI-driven volumetric analysis

Instance-aware deep learning for liver metastasis segmentation

Cross-Modal Tumor Segmentation Using Generative Blending Augmentation and Self-Training

Optimal Prompting in SAM for Few-Shot and Weakly Supervised Medical Image Segmentation

PI-RADS INSPIRED ARCHITECTURE: A NEW DEEP LEARNING APPROACH TO DETECT CLINICALLY SIGNIFICANT PROSTATE CANCER ON MRI

Uncertainty-Aware Deep Learning Classification for MRI-Based Prostate Cancer Detection

Investigation of Machine and Deep Learning Techniques to Detect HPV Status

Exploring transformer reliability in clinically significant prostate cancer segmentation: A comprehensive in-depth investigation

Assessing the Generalization Capacity of Convolutional Neural Networks and Vision Transformers for Deforestation Detection in Tropical Biomes

Automated PD-L1 status prediction in lung cancer with multi-modal PET/CT fusion

Deep-Sea Fauna Segmentation: A Comparative Analysis of Convolutional and Vision Transformer Architectures at Lucky Strike Vent Field

Dual-task kidney MR segmentation with transformers in autosomal-dominant polycystic kidney disease

LEARNING TRANSFERABILITY IN DEEP SEGMENTATION OF LIVER METASTASES

Collaborators (6)

Panagiotis Papadimitroulas

Nikolaos Papathanasiou

Konstantinos Chatzipapas

Baptiste Magnier

George Kagadis

Vincent Bourbonne

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