Measurement-Based Deep Venous Thrombosis Screening System. - Julian Guerrero; Septimiu E. Salcudean; James A. McEwen; Bassam A. Masri; Savvas Nicolaou (MICCAI (1), 2003)

System for deep venous thrombosis detection using objective compression measures. - Julian Guerrero; Septimiu E. Salcudean; James A. McEwen; Bassam A. Masri; Savvas Nicolaou (IEEE Trans. Biomed. Eng., 2006)

Real-Time Vessel Segmentation and Tracking for Ultrasound Imaging Applications. - Julian Guerrero; Septimiu E. Salcudean; James A. McEwen; Bassam A. Masri; Savvas Nicolaou (IEEE Trans. Medical Imaging, 2007)

Deep venous thrombosis identification from analysis of ultrasound data. - Julian Guerrero; James A. McEwen; Bassam A. Masri; Savvakis Nicolaou; Septimiu E. Salcudean (Int. J. Comput. Assist. Radiol. Surg., 2015)

AI Is Bringing USB Back: Implementing a Beta Chest X-ray Neural Network. - William Parker; Brian Lee; Savvas Nicolaou (J. Digit. Imaging, 2019)

Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. - Shikha Chaganti; Abishek Balachandran; Guillaume Chabin; Stuart Cohen; Thomas Flohr 001; Bogdan Georgescu; Philippe Grenier; Sasa Grbic; Siqi Liu 001; François Mellot; Nicolas Murray; Savvas Nicolaou; et al. (CoRR, 2020)

Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. - Bogdan Georgescu; Shikha Chaganti; Gorka Bastarrika Aleman; Eduardo Jose Mortani Barbosa Jr.; Jordi Broncano Cabrero; Guillaume Chabin; Thomas Flohr 001; Philippe Grenier; Sasa Grbic; Nakul Gupta; François Mellot; Savvas Nicolaou; et al. (CoRR, 2020)

Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients. - Keegan Lensink; Issam H. Laradji; Marco Law; Paolo Emilio Barbano; Savvas Nicolaou; William Parker; Eldad Haber (CoRR, 2020)

Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans. - Nguyen P. Nguyen; Youngjin Yoo; Andrei Chekkoury; Eva Eibenberger; Thomas J. Re; Jyotipriya Das; Abishek Balachandran; Yvonne W. Lui; Pina C. Sanelli; Thomas J. Schroeppel; Uttam Bodanapally; Savvas Nicolaou; et al. (ICCVW, 2021)

Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation. - Linda Vorberg; Hendrik Ditt; Michael Sühling; Andreas K. Maier; Nicolas Murray; Savvas Nicolaou; Oliver Taubmann (SWITCH/ISLES@MICCAI, 2024)

Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation. - Linda Vorberg; Hendrik Ditt; Michael Sühling; Andreas K. Maier; Nicolas Murray; Savvas Nicolaou; Oliver Taubmann (SWITCH/ISLES@MICCAI, 2024)

The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset. - Jeffrey D. Rudie; Hui-Ming Lin; Robyn L. Ball; Sabeena Jalal; Luciano M. Prevedello; Savvas Nicolaou; Brett S. Marinelli; Adam E. Flanders; Kirti Magudia; George Shih; Melissa A. Davis; John Mongan; et al. (CoRR, 2024)

A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage. - Youngjin Yoo; Bogdan Georgescu; Yanbo Zhang; Sasa Grbic; Han Liu; Gabriela D. Aldea; Thomas J. Re; Jyotipriya Das; Poikavila Ullaskrishnan; Eva Eibenberger; Andrei Chekkoury; Uttam Bodanapally; et al. (CoRR, 2025)