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Lorenzo Tronchin

Beyond the Generative Learning Trilemma: Generative Model Assessment in Data Scarcity Domains

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Apr 14, 2025
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Beyond a Single Mode: GAN Ensembles for Diverse Medical Data Generation

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Mar 31, 2025
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Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin

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Mar 18, 2025
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Using Synthetic Images to Augment Small Medical Image Datasets

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Mar 02, 2025
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Multi-Dataset Multi-Task Learning for COVID-19 Prognosis

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May 22, 2024
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Multi-Scale Texture Loss for CT denoising with GANs

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Mar 25, 2024
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LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space

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Jul 21, 2023
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A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT Denoising

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Apr 11, 2023
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Multimodal Explainability via Latent Shift applied to COVID-19 stratification

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Dec 28, 2022
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