Valentina Corino

Valentina Corino

Politecnico di Milano

H-index: 22

Europe-Italy

About Valentina Corino

Valentina Corino, With an exceptional h-index of 22 and a recent h-index of 14 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Biomedical Signal Processing, Atrial Fibrillation, Cardiovascular System, Radiomics.

His recent articles reflect a diverse array of research interests and contributions to the field:

AI-based hip prosthesis failure prediction through evolutional radiological indices

Developing a robust two-step machine learning multiclassification pipeline to predict primary site in head and neck carcinoma from lymph nodes

MRI radiomics in head and neck cancer from reproducibility to combined approaches

DEep LearnIng-based QuaNtification of Epicardial Adipose Tissue predicts MACE in patients undergoing stress CMR

ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review

Radiomics and AI for clinical and translational medicine

Prognostic radiomic signature for head and neck cancer: Development and validation on a multi-centric MRI dataset

Distinguishing lymph nodes in head and neck cancer patients using MRI-based radiomics

Valentina Corino Information

University

Position

Assistant Professor

Citations(all)

1469

Citations(since 2020)

898

Cited By

822

hIndex(all)

22

hIndex(since 2020)

14

i10Index(all)

43

i10Index(since 2020)

23

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Valentina Corino Skills & Research Interests

Biomedical Signal Processing

Atrial Fibrillation

Cardiovascular System

Radiomics

Top articles of Valentina Corino

Title

Journal

Author(s)

Publication Date

AI-based hip prosthesis failure prediction through evolutional radiological indices

Archives of Orthopaedic and Trauma Surgery

Matteo Bulloni

Francesco Manlio Gambaro

Katia Chiappetta

Guido Grappiolo

Valentina Corino

...

2024/2

Developing a robust two-step machine learning multiclassification pipeline to predict primary site in head and neck carcinoma from lymph nodes

Heliyon

Jiaying Liu

Anna Corti

Giuseppina Calareso

Gaia Spadarella

Lisa Licitra

...

2024/1/30

MRI radiomics in head and neck cancer from reproducibility to combined approaches

Scientific Reports

Anna Corti

Stefano Cavalieri

Giuseppina Calareso

Davide Mattavelli

Marco Ravanelli

...

2024/4/24

DEep LearnIng-based QuaNtification of Epicardial Adipose Tissue predicts MACE in patients undergoing stress CMR

European Heart Journal-Cardiovascular Imaging

M Guglielmo

M Penso

ML Carerj

CM Giacari

L Fusini

...

2023/6

ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review

Pedro A Moreno-Sánchez

Guadalupe García-Isla

Valentina DA Corino

Antti Vehkaoja

Kirsten Brukamp

...

2024/2/28

Radiomics and AI for clinical and translational medicine

Eros Montin

Valentina DA Corino

Dimitri Martel

Giuseppe Carlucci

Davide Scaramuzza

2024/2/19

Prognostic radiomic signature for head and neck cancer: Development and validation on a multi-centric MRI dataset

Radiotherapy and Oncology

Marco Bologna

Valentina Corino

Stefano Cavalieri

Giuseppina Calareso

Silvia Eleonora Gazzani

...

2023/6/1

Distinguishing lymph nodes in head and neck cancer patients using MRI-based radiomics

GNB Atti

J Liu

A Corti

G Calareso

V Corino

L Mainardi

2023

Combining deep learning and machine learning for the automatic identification of hip prosthesis failure: Development, validation and explainability analysis

International Journal of Medical Informatics

Federico Muscato

Anna Corti

Francesco Manlio Gambaro

Katia Chiappetta

Mattia Loppini

...

2023/8/1

Atrial Fibrillation: Technologies for Investigation, Monitoring and Treatment, Volume II

Frontiers in Physiology

Omer Berenfeld

Valentina Corino

Axel Loewe

Juan Pablo Martínez

Jose F Rodriguez Matas

2023/5/4

MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures

Biomarker Research

Anna Corti

Loris De Cecco

Stefano Cavalieri

Deborah Lenoci

Federico Pistore

...

2023/7/16

Heart rate characteristic based modelling of atrial fibrillatory rate using implanted cardiac monitor data

Physiological Measurement

Javier Saiz-Vivo

Mostafa Abdollahpur

Luca T Mainardi

Valentina DA Corino

Mirko De Melis

...

2023/3/10

Identification of subclinical cardiac amyloidosis in aortic stenosis patients undergoing transaortic valve replacement using radiomic analysis of computed tomography myocardial …

Journal of Cardiovascular Computed Tomography

Francesca Lo Iacono

Riccardo Maragna

Marco Guglielmo

Mattia Chiesa

Laura Fusini

...

2023/7/1

Cardiac Effect of Acupuncture on the Neiguan Point

Rita Laureanti

Paolo A Terranova

Alberto Lomuscio

Valentina Da Corino

Luca T Mainardi

2023/10/1

Atrial fibrillation episode patterns as predictor of clinical outcome of catheter ablation

Medical & Biological Engineering & Computing

Javier Saiz-Vivó

Valentina DA Corino

Alba Martín-Yebra

Luca T Mainardi

Robert Hatala

...

2023/2

A robust radiomic-based machine learning approach to detect cardiac amyloidosis using cardiac computed tomography

Frontiers in Radiology

Francesca Lo Iacono

Riccardo Maragna

Gianluca Pontone

Valentina DA Corino

2023/6/16

Assessing the Performance of MRI-Radiomic Prognostic Signatures in Head and Neck Cancer Patients: A Comparative Analysis

Anna Corti

Luca Mainardi

Valentina DA Corino

2023/9/14

Repeatability and reproducibility of MRI‐radiomic features: A phantom experiment on a 1.5 T scanner

Medical Physics

Marco Bologna

Chiara Tenconi

Valentina DA Corino

Gaetano Annunziata

Ester Orlandi

...

2023/2

Radiomic analysis of computed tomography myocardial texture: a new tool to identify subclinical cardiac amyloidosis

European Heart Journal-Cardiovascular Imaging

R Maragna

F Lo Iacono

M Guglielmo

M Chiesa

A Baggiano

...

2023/6

Assessing Left Ventricle Radiomic Features Robustness by Segmentation Perturbations

Francesca Lo Iacono

Gianluca Pontone

Valentina DA Corino

2023/9/14

See List of Professors in Valentina Corino University(Politecnico di Milano)

Co-Authors

H-index: 55
Leif Sörnmo

Leif Sörnmo

Lunds Universitet

H-index: 48
Luca Mainardi

Luca Mainardi

Politecnico di Milano

H-index: 47
Pyotr G Platonov

Pyotr G Platonov

Lunds Universitet

H-index: 44
Matteo Matteucci

Matteo Matteucci

Politecnico di Milano

H-index: 36
Roberto Sassi

Roberto Sassi

Università degli Studi di Milano

H-index: 15
Frida Sandberg

Frida Sandberg

Lunds Universitet

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