Savvas Nicolaou

According to our database, Savvas Nicolaou authored at least 14 papers between 2003 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Specializing Foundation Models via Mixture of Low-Rank Experts for Comprehensive Head CT Analysis.

Youngjin Yoo, Han Liu, Bogdan Georgescu, Yanbo Zhang, Sasa Grbic, Michael Baumgartner, Thomas J. Re, Jyotipriya Das, Poikavila Ullaskrishnan, Eva Eibenberger, Andrei Chekkoury, Uttam Bodanapally, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson

CoRR, March, 2026

2025

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, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

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, Peter D. Chang, Ferco H. Berger, Sebastiaan Hermans, Meng Law, Tyler Richards, Jan-Peter Grunz, Andreas Steven Kunz, Shobhit Mathur, Sandro Galea-Soler, Andrew D. Chung, Saif Afat, Chin-Chi Kuo, Layal Aweidah, Ana Villanueva Campos, Arjuna Somasundaram, Felipe Antonio Sanchez Tijmes, Attaporn Jantarangkoon, Leonardo Kayat Bittencourt, Michael Brassil, Ayoub El Hajjami, Hakan Dogan, Muris Becircic, Agrahara G. Bharatkumar, Eduardo Moreno Júdice de Mattos Farina, Dataset Curator Group, Dataset Contributor Group, Dataset Annotator Group, Errol Colak

CoRR, 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

Proceedings of the Image Analysis in Stroke Diagnosis and Interventions, 2024

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

Proceedings of the Image Analysis in Stroke Diagnosis and Interventions, 2024

2021

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, Tommi A. White, Filiz Bunyak, Dorin Comaniciu, Eli Gibson

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

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

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, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu

CoRR, 2020

Quantification of Tomographic Patterns associated with COVID-19 from Chest CT.

Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu

CoRR, 2020

2019

AI Is Bringing USB Back: Implementing a Beta Chest X-ray Neural Network.

William Parker, Brian Lee, Savvas Nicolaou

J. Digit. Imaging, 2019

2015

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

2007

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

2006

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

2003

Measurement-Based Deep Venous Thrombosis Screening System.

Julian Guerrero, Septimiu E. Salcudean, James A. McEwen, Bassam A. Masri, Savvas Nicolaou

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003