Isabella Poles

14 papers Unranked 14

Year	Rank	Type	Title / 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