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Cosmin I. Bercea

Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders

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Jul 04, 2024
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Interpretable Representation Learning of Cardiac MRI via Attribute Regularization

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Jun 12, 2024
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Multi-Image Visual Question Answering for Unsupervised Anomaly Detection

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Apr 11, 2024
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Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting

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Mar 21, 2024
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Diffusion Models with Implicit Guidance for Medical Anomaly Detection

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Mar 13, 2024
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Towards Universal Unsupervised Anomaly Detection in Medical Imaging

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Jan 19, 2024
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Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease Classification

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Dec 14, 2023
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Bias in Unsupervised Anomaly Detection in Brain MRI

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Aug 26, 2023
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Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models

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May 31, 2023
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3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI

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Mar 10, 2023
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