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Konstantonis George; Singh Krishna V.; Sfikakis Petros P.; Jamthikar Ankush D.; Kitas George D.; Gupta Suneet K.; Saba Luca; Verrou Kleio; Khanna Narendra N.; Ruzsa Zoltán; Sharma Aditya M.; Laird John R.; Johri Amer M.; Kalra Manudeep; Protogerou Athanasios; Suri Jasjit S.:
Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.
RHEUMATOLOGY INTERNATIONAL, 42.
pp. 215-239.
ISSN 0172-8172
(2022)
Suri Jasjit S.; Bhagawati Mrinalini; Paul Sudip; Protogerou Athanasios D.; Sfikakis Petros P.; Kitas George D.; Khanna Narendra N.; Ruzsa Zoltán; Sharma Aditya M.; Saksena Sanjay; Faa Gavino; Laird John R.; Johri Amer M.; Kalra Manudeep; Paraskevas Kosmas I.; Saba Luca:
A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review.
DIAGNOSTICS, 12 (3).
ISSN 2075-4418
(2022)
Suri Jasjit S.; Bhagawati Mrinalini; Paul Sudip; Protogeron Athanasios; Sfikakis Petros P.; Kitas George D.; Khanna Narendra N.; Ruzsa Zoltán; Sharma Aditya M.; Saxena Sanjay; Faa Gavino; Paraskevas Kosmas I.; Laird John R.; Johri Amer M.; Saba Luca; Kalra Manudeep:
Understanding the bias in machine learning systems for cardiovascular disease risk assessment.
Computers in biology and medicine, 142.
Terjedelem: 23 p-Azonosító: 105204.
ISSN 1879-0534
(2022)
Biswas Mainak; Saba Luca; Omerzu Tomaz; Johri Amer M.; Khanna Narendra N.; Viskovic Klaudija; Mavrogeni Sophie; Laird John R.; Pareek Gyan; Miner Martin; Balestrieri Antonella; Sfikakis Petros P.; Protogerou Athanasios; Misra Durga Prasanna; Ruzsa Zoltán:
A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework.
JOURNAL OF DIGITAL IMAGING, 34 (3).
pp. 581-604.
ISSN 0897-1889
(2021)
