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Isabella Poles

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2020 – today

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2024
[c13]
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  - conf/cvpr/PolesDCSY22
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Isabella Poles, Eleonora D'Arnese, Luca G. Cellamare, Marco D. Santambrogio, Darvin Yi:
Repurposing the Image Generative Potential: Exploiting GANs to Grade Diabetic Retinopathy. CVPR Workshops 2024: 2305-2314
[c12]
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Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Vergani, Marco D. Santambrogio:
A Novel Approach to Unveil Hidden Stratification in Osteoporosis SR-MicroCT Image Classification. ISBI 2024: 1-5
[c11]
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Isabella Poles, Eleonora D'Arnese, Darvin Yi, Marco D. Santambrogio:
A Physiological Variability Inspired Spatial Regularization for Joint Rigid-Deformable Abdominal MR Image Registration. ISBI 2024: 1-5
[c10]
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Isabella Poles, Marco D. Santambrogio, Eleonora D'Arnese:
Letting Osteocytes Teach SR-MicroCT Bone Lacunae Segmentation: A Feature Variation Distillation Method via Diffusion Denoising. MICCAI (9) 2024: 383-393
2023
[c9]
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Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio:
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach. BHI 2023: 1-4
[c8]
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Edoardo Stoppa, Guido Walter Di Donato, Isabella Poles, Eleonora D'Arnese, Natalie Parde, Marco Domenico Santambrogio:
A Graph Machine Learning approach to Automatic Dementia Detection. BHI 2023: 1-4
[c7]
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  - conf/biocas/SorrentinoVDCPS23
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Giuseppe Sorrentino, Marco Venere, Eleonora D'Arnese, Davide Conficconi, Isabella Poles, Marco D. Santambrogio:
ATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration. BioCAS 2023: 1-5
[c6]
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  - conf/embc/BianchiELAPCS23
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Lorenzo Bianchi, Erica Espinosa, Jacopo Lazzari, Riccardo Asnaghi, Isabella Poles, Letizia Clementi, Marco D. Santambrogio:
Rethinking Theta/Beta Ratio in ADHD through Functional Data Analysis. EMBC 2023: 1-4
[c5]
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Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio:
Towards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering. EMBC 2023: 1-4
[c4]
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  - conf/embc/QuattroneSSSPCS23
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Diego Quattrone, Francesco Santambrogio, Andrea Scarpellini, Francesco Sgherzi, Isabella Poles, Letizia Clementi, Marco Domenico Santambrogio:
Analysis and Classification of Event-Related Potentials During Image Observation. EMBC 2023: 1-4
[c3]
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  - conf/eurocon/VeronesePDS23
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Lorenzo Veronese, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio:
Stain Transfer using CycleGAN for Histopathological Images. EUROCON 2023: 1-5
[c2]
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  - conf/eurocon/DrolePDS23
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Luca Drole, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio:
Towards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images. EUROCON 2023: 12-17
2021
[c1]
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  - conf/rtsi/PolesDS21
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Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio:
An Automatic Active Contour Approach to Segment Retinal Blood Vessels. RTSI 2021: 552-557

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