Sommariva, Elena; Lippi, Melania; Bruttini, Flavia; Cannata, Francesco; Baggiano, Andrea; Schiavone, Marco; Salina, Gaia; Sabatino, Mariano; Vettor, Giulia; Sicuso, Rita; Pizzamiglio, Francesca; Ribatti, Valentina; Maragna, Riccardo; Carbucicchio, Corrado; Deluca, Francesca; Catto, Valentina; Iezzi, Ada; Sale, Emanuela Omodeo; Valeri, Yari; Barbarossa, Alessandro; Caiazza, Martina; Monda, Emanuele; Frisso, Giulia; Borrelli, Felice; Gasperetti, Alessio; Turco, Annalisa; De Luca, Leonardo; Corino, Valentina D. A.; Galotta, Arianna; Bonomi, Alice; Pompilio, Giulio; Pontone, Gianluca; Muratori, Manuela; Limongelli, Giuseppe; Lombardi, Raffaella; Casella, Michela; Tondo, Claudio

Deep learning for automated segmentation of central cartilage tumors on MRI

基于深度学习的MRI中央软骨肿瘤自动分割

European Radiology Experimental

IF3.6

2025-09-120

OAAI

Automated CAD-RADS scoring from multiplanar CCTA images using radiomics-driven machine learning

基于放射组学驱动机器学习的多平面CCTA图像自动化CAD-RADS评分

European Journal of Radiology

IF3.3

2025-07-160

PRE

Interplay between MRI radiomics and immune gene expression signatures in oral squamous cell carcinoma

SCIENTIFIC REPORTS

IF3.9

2025-04-120

OAAI

Hip prosthesis failure prediction through radiological deep sequence learning

通过放射学深度序列学习预测髋关节假体失效

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2025-04-010

PRE

Predicting vulnerable coronary arteries: A combined radiomics-biomechanics approach

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-03-010

OAAI

An ECG-Based Model for Left Ventricular Hypertrophy Detection: A Machine Learning Approach

基于ECG的左心室肥厚检测模型：一种机器学习方法

IEEE Open Journal of Engineering in Medicine and Biology

IF2.9

2025-01-010

Integrating radiomic and 3D autoencoder-based features for Non-Small Cell Lung Cancer survival analysis

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-01-011

PRE

Radiomic features of primary retroperitoneal sarcomas: a prognostic study

EUROPEAN JOURNAL OF CANCER

IF7.1

2024-12-010

PRE

Lung nodule classification using radiomics model trained on degraded SDCT images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-12-010

OAAI

DEep LearnIng-based QuaNtification of epicardial adipose tissue predicts MACE in patients undergoing stress CMR

ATHEROSCLEROSIS

IF5.7

2024-10-017

PRE

Guglielmo, Marco; Penso, Marco; Carerj, Maria Ludovica; Giacari, Carlo Maria; Volpe, Alessandra; Fusini, Laura; Baggiano, Andrea; Mushtaq, Saima; Annoni, Andrea; Cannata, Francesco; Cilia, Francesco; Del Torto, Alberico; Fazzari, Fabio; Formenti, Alberto; Frappampina, Antonio; Gripari, Paola; Junod, Daniele; Mancini, Maria Elisabetta; Mantegazza, Valentina; Maragna, Riccardo; Marchetti, Francesca; Mastroiacovo, Giorgio; Pirola, Sergio; Tassetti, Luigi; Baessato, Francesca; Corino, Valentina; Guaricci, Andrea Igoren; Rabbat, Mark G.; Rossi, Alexia; Rovera, Chiara; Costantini, Pietro; van der Bilt, Ivo; van der Harst, Pim; Fontana, Marianna; Caiani, Enrico G.; Pepi, Mauro; Pontone, Gianluca

Effect of variability of mechanical properties on the predictive capabilities of vulnerable coronary plaques

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-09-016

PRE

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

SCIENTIFIC REPORTS

IF3.9

2024-04-243

OAAI

Detection of Non-Sustained Supraventricular Tachycardia in Atrial Fibrillation Screening

IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE