Eleonora D'Arnese

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Semantic Segmentation

Pearson Correlation Coefficient

Top Venues

IEEE J. Biomed. Health Informatics

IPDPS Workshops

Publications

Alberto Zeni, Emanuele Del Sozzo, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
Starlight: A kernel optimizer for GPU processing. J. Parallel Distributed Comput. 187 (2024)
Raffaele Berzoini, Eleonora D'Arnese, Davide Conficconi, Marco D. Santambrogio
NERONE: The Fast Way to Efficiently Execute Your Deep Learning Algorithm at the Edge. IEEE J. Biomed. Health Informatics 28 (3) (2024)
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)
Eleonora D'Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, Marco Domenico Santambrogio
Faber: A Hardware/SoftWare Toolchain for Image Registration. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
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)
Giuseppe Sorrentino, Marco Venere, Davide Conficconi, Eleonora D'Arnese, Marco Domenico Santambrogio
Hephaestus: Codesigning and Automating 3D Image Registration on Reconfigurable Architectures. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
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)
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)
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)
Lorenzo Veronese, Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
Stain Transfer using CycleGAN for Histopathological Images. EUROCON (2023)
Raffaele Berzoini, Eleonora D'Arnese, Davide Conficconi
On How to Push Efficient Medical Semantic Segmentation to the Edge: the SENECA approach. IPDPS Workshops (2022)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Irene Canavesi, Eleonora D'Arnese, Sara Caramaschi, Marco D. Santambrogio
Lung Cancer Identification via Deep Learning: A Multi-Stage Workflow. ISBI (2022)
Raffaele Berzoini, Aurora A. Colombo, Susanna Bardini, Antonello Conelli, Eleonora D'Arnese, Marco D. Santambrogio
An Optimized U-Net for Unbalanced Multi-Organ Segmentation. EMBC (2022)
Armando Bellante, Letizia Bergamasco, Ana Bogdanovic, Noemi Gozzi, Lorenzo Gecchelin, Moaad Khamlich, Anisia Lauditi, Eleonora D'Arnese, Marco D. Santambrogio
EMoCy: Towards Physiological Signals-Based Stress Detection. BHI (2021)
Isabella Poles, Eleonora D'Arnese, Marco D. Santambrogio
An Automatic Active Contour Approach to Segment Retinal Blood Vessels. RTSI (2021)
Eleonora D'Arnese, Emanuele Del Sozzo, Davide Conficconi, Marco D. Santambrogio
Exploiting Heterogeneous Architectures for Rigid Image Registration. BioCAS (2021)
Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio
A Framework for Customizable FPGA-based Image Registration Accelerators. FPGA (2021)
Marco Di Gennaro, Luigi Fusco, Ian Di Dio Lavore, Eleonora D'Arnese, Marco D. Santambrogio
A faster approach to ECG analysis in emergency situations. EMBC (2020)
Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Marco D. Santambrogio
Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer. BHI (2019)
Eleonora D'Arnese, Emanuele Del Sozzo, A. Chiti, Tanya Y. Berger-Wolf, Marco D. Santambrogio
Automating Lung Cancer Identification in PET/CT Imaging. RTSI (2018)
Enrico Reggiani, Eleonora D'Arnese, Andrea Purgato, Marco D. Santambrogio
Pearson Correlation Coefficient Acceleration for Modeling and Mapping of Neural Interconnections. IPDPS Workshops (2017)
Andrea Purgato, Enrico Reggiani, Eleonora D'Arnese, Tanya Y. Berger-Wolf, Marco Grimaldi, Gianluca Durelli, Marco D. Santambrogio
GPU-based computation for brain spatio-temporal networks definition. EMBC (2017)