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Generation of Amyloid PET from MRI for Early Diagnosis of Alzheimer’s
The CoCoLIT project represents a breakthrough in early Alzheimer’s diagnosis: it was born from the need...
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Detection of Memorization in Generative Models for Medical Imaging
The diffusion of deep generative models has led to the creation of synthetic data for medical imaging,...
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Neurodegenerative Disease Progression Modeling
Understanding and predicting the progression of neurodegenerative diseases are central topics in modern...
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Re-Identification of Brain MRIs
DeepBrainPrint is a contrastive deep learning framework for re-identification of subjects through brain...
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Recognition of Artifacts in MRIs
Large medical imaging datasets are becoming standard, but a crucial challenge remains: ensuring that...
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Super-Resolution and Deep Learning for Endomicroscopy
In recent years, research on the qualitative improvement of endomicroscopy using Artificial Intelligence...
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Intraoperative Tumor Identification with Hyperspectral Imaging
Our group has substantially contributed to the advancement of hyperspectral imaging (HSI) applied to...
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Intelligent Data Analysis from Wearable Devices for Patient Monitoring
The increasing presence of wearable devices (smartwatches, low-power sensors) has paved the way to massive...
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Automatic Food Classification using Smartphone
The “FoodRec” project was born from the need to address the growing epidemic of obesity and its chronic...
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