Isabella Poles

14 papers Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — conf
A Multimodal Transfer Learning Approach for Histopathology and SR-microCT Low-Data Regimes Image Segmentation.
EMBC
Isabella Poles, Eleonora D'Arnese, Mirko Coggi, Federica Buccino, Laura Vergani, Marco D. Santambrogio
2024 — conf
A Novel Approach to Unveil Hidden Stratification in Osteoporosis SR-MicroCT Image Classification.
ISBI
Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Vergani, Marco D. Santambrogio
2024 — conf
A Physiological Variability Inspired Spatial Regularization for Joint Rigid-Deformable Abdominal MR Image Registration.
ISBI
Isabella Poles, Eleonora D'Arnese, Darvin Yi, Marco D. Santambrogio
2024 — conf
Letting Osteocytes Teach SR-MicroCT Bone Lacunae Segmentation: A Feature Variation Distillation Method via Diffusion Denoising.
MICCAI (9)
Isabella Poles, Marco D. Santambrogio, Eleonora D'Arnese
2024 — conf
Repurposing the Image Generative Potential: Exploiting GANs to Grade Diabetic Retinopathy.
CVPR Workshops
Isabella Poles, Eleonora D'Arnese, Luca G. Cellamare, Marco D. Santambrogio, Darvin Yi
2023 — conf
A Graph Machine Learning approach to Automatic Dementia Detection.
BHI
Edoardo Stoppa, Guido Walter Di Donato, Isabella Poles, Eleonora D'Arnese, Natalie Parde, Marco Domenico Santambrogio
2023 — conf
ATHENA: a GPU-based Framework for Biomedical 3D Rigid Image Registration.
BioCAS
Giuseppe Sorrentino, Marco Venere, Eleonora D'Arnese, Davide Conficconi, Isabella Poles, Marco D. Santambrogio
2023 — conf
Analysis and Classification of Event-Related Potentials During Image Observation.
EMBC
Diego Quattrone, Francesco Santambrogio, Andrea Scarpellini, Francesco Sgherzi, Isabella Poles, Letizia Clementi, Marco Domenico Santambrogio
2023 — conf
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach.
BHI
Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio
2023 — conf
Rethinking Theta/Beta Ratio in ADHD through Functional Data Analysis.
EMBC
Lorenzo Bianchi, Erica Espinosa, Jacopo Lazzari, Riccardo Asnaghi, Isabella Poles, Letizia Clementi, Marco D. Santambrogio
2023 — conf
Stain Transfer using CycleGAN for Histopathological Images.
EUROCON
Lorenzo Veronese, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
2023 — conf
Towards a Lightweight 2D U-Net for Accurate Semantic Segmentation of Kidney Tumors in Abdominal CT Images.
EUROCON
Luca Drole, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
2023 — conf
Towards an Informed CNN for Bone SR-microCT Image Classification with an Unsupervised Patched-based Image Clustering.
EMBC
Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio
2021 — conf
An Automatic Active Contour Approach to Segment Retinal Blood Vessels.
RTSI
Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio