C
Carlo Ricciardi
Researcher at University of Naples Federico II
Publications - 72
Citations - 1249
Carlo Ricciardi is an academic researcher from University of Naples Federico II. The author has contributed to research in topics: Medicine & Computer science. The author has an hindex of 15, co-authored 50 publications receiving 613 citations. Previous affiliations of Carlo Ricciardi include Reykjavík University.
Papers
More filters
Journal ArticleDOI
Machine learning analysis of MRI-derived texture features to predict placenta accreta spectrum in patients with placenta previa.
Valeria Romeo,Carlo Ricciardi,Renato Cuocolo,Arnaldo Stanzione,Francesco Verde,Laura Sarno,Giovanni Improta,Pier Paolo Mainenti,Maria D'Armiento,Arturo Brunetti,Simone Maurea +10 more
TL;DR: ML analysis using MRI-derived TA features could be a feasible tool in the identification of placental tissue abnormalities underlying PAS in patients with placenta previa, thus expanding the application field of artificial intelligence to medical images.
Journal ArticleDOI
Prediction of Tumor Grade and Nodal Status in Oropharyngeal and Oral Cavity Squamous-cell Carcinoma Using a Radiomic Approach.
Valeria Romeo,Renato Cuocolo,Carlo Ricciardi,Lorenzo Ugga,Sirio Cocozza,Francesco Verde,Arnaldo Stanzione,Virginia Napolitano,Daniela Russo,Giovanni Improta,Andrea Elefante,Stefania Staibano,Arturo Brunetti +12 more
TL;DR: Whether a radiomic machine learning approach employing texture-analysis features extracted from primary tumor lesions (PTLs) is able to predict tumor grade and nodal status (NS) in patients with oropharyngeal and oral cavity squamous-cell carcinoma is investigated.
Journal ArticleDOI
Using gait analysis’ parameters to classify Parkinsonism: A data mining approach
Carlo Ricciardi,Marianna Amboni,Chiara De Santis,Giovanni Improta,Giampiero Volpe,Luigi Iuppariello,Luigi Iuppariello,Gianluca Ricciardelli,Giovanni D'Addio,Carmine Vitale,Paolo Barone,Mario Cesarelli +11 more
TL;DR: The novelty of the study is the use of a data mining approach on the spatial and temporal parameters of gait analysis in order to classify patients affected by typical (PD) and atypical Parkinsonism (PSP) based on gait patterns.
Journal ArticleDOI
Lean Six Sigma in healthcare: Fast track surgery for patients undergoing prosthetic hip replacement surgery
Giovanni Improta,Giovanni Balato,Carlo Ricciardi,Mario Alessandro Russo,Ida Santalucia,Maria Triassi,Mario Cesarelli +6 more
TL;DR: It is found that multiple variables could influence the length of hospital stay (LOS) for inpatient treatment, thereby increasing patient management costs due to longer periods of hospitalisation and using LSS as the correct methodology to analyse a clinical pathway.
Journal ArticleDOI
Linear discriminant analysis and principal component analysis to predict coronary artery disease
Carlo Ricciardi,Antonio Saverio Valente,Kyle Edmund,Valeria Cantoni,Roberta Green,Antonella Fiorillo,Ilaria Picone,Stefania Santini,Mario Cesarelli +8 more
TL;DR: The use of data mining techniques to analyse a population of 10,265 people who were evaluated by the Department of Advanced Biomedical Sciences for myocardial ischaemia and principal component analysis is used as an algorithm for feature reduction.