AI-based methods to improve stratification of patients affected by Polycystic Kidney Disease using multi-parametric MRI – AI4PKD

Project

Contributor

CARAVITA Sergio Scientific Manager

Representatives

ROMANIELLO Simonetta Administrative

Leading department

Dipartimento di Ingegneria Gestionale, dell'Informazione e della Produzione Principale

Term type

RN_PRIN Progetti PRIN

Financier

MUR - Ministero dell’Università e della Ricerca

Funding Organization

Partner

Università degli Studi di BERGAMO

Date/time interval

September 28, 2023 - September 28, 2025

Project duration

24 months

Concepts (4)

ERC field

LS7_1 - Medical imaging for prevention, diagnosis and monitoring of diseases - (2022)

PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) - (2022)

PE7_11 - Components and systems for applications (in e.g. medicine, biology, environment) - (2022)

Academic field (2000 version)

Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni

Outputs

Integrating Uncertainty Into U-Net Robustness Evaluation Under Natural MRI Alterations: Application to Kidney Segmentation

LECTURE NOTES IN COMPUTER SCIENCE
SPRINGER

2025

Conference Paper

Reserved Access

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