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Valentina Visani

Observed names: VISANI, VALENTINA, Visani, Valentina
Institution: University of Padua
Observed institution: University of Padua
ORCID: 0000-0002-3467-7920
Observed ORCID: 0000-0002-3467-7920
OpenAlex ID: A5092016752
Choroid plexus volume in multiple sclerosis can be estimated on structural MRI avoiding contrast injection
2024 · Valentina Visani, Francesca B. Pizzini, et al. · European Radiology Experimental · 14
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ASCHOPLEX: A generalizable approach for the automatic segmentation of choroid plexus
2024 · Valentina Visani, Mattia Veronese, et al. · Computers in Biology and Medicine · 13
Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge
2026 · Vladyslav Zalevskyi, Thomas Sanchez, et al. · Medical Image Analysis · 6
Quantitative neuroimaging meets normative modelling: the last mile for precision medicine applications
2025 · Lucia Maccioni, Alessio Giacomel, et al. · NeuroImage · 6
RectoMap: a generalizable deep learning tool for rectal cancer and mesorectum MRI segmentation
2026 · Simone Perra, Filippo Crimì, et al. · Research Square
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Paramagnetic Rim Lesions and Choroid Plexus Volume at Diagnosis Are Associated With Cognitive Progression Independent of Relapse and MRI Activity in Early Relapsing–Remitting Multiple Sclerosis
2026 · Stefano Ziccardi, Damiano Marastoni, et al. · Annals of Clinical and Translational Neurology
ASCHOPLEX encounters Dafne: a federated continuous learning project for the generalizability of the Choroid Plexus automatic segmentation
2025 · Visani, Valentina, Pinamonti, Marco, et al. · arXiv (Cornell University)
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Magnetic susceptibility properties of tumor-associated cells imaged by MRI reveal glioblastoma infiltration in the edema region
2025 · Giulia Debiasi, Giovanni Librizzi, et al. · Communications Medicine
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Normative modeling of choroid plexus volume across the adult lifespan: validation in multiple sclerosis and depression
2025 · Valentina Visani, Marco Pinamonti, et al.
Weakly Supervised Segmentation Improves the Estimate of the Choroid Plexus Volume: Application to Multiple Sclerosis
2025 · Valentina Visani, Loris Nanni, et al. · Smart innovation, systems and technologies
Study of the preprocessing impact on the Deep Learning automatic segmentation of Choroid Plexus in Multiple Sclerosis
2024 · Valentina Visani, Francesca Pizzini, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
The ensemble of optimized Deep Learning Neural Networks improves the estimate of the Choroid Plexus Volume: application to Multiple Sclerosis
2024 · Valentina Visani, Valerio Natale, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
AI-aided methods to automatically segment the Choroid Plexus from brain MRI: the evolution of generalizability, from fine-tuning to federated continuous learning
· VISANI, VALENTINA · Padua Research Archive (University of Padova)
Works count: 14
Citation count: 39
H-index: 4
I10-index: 2
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