Savvas Nicolaou

14 papers Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Specializing Foundation Models via Mixture of Low-Rank Experts for Comprehensive Head CT Analysis.
CoRR
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
2025 — conf
A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage.
MICCAI (4)
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
2025 J jnl
A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage.
CoRR
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
2024 — conf
Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation.
SWITCH/ISLES@MICCAI
Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Nicolas Murray, Savvas Nicolaou, Oliver Taubmann
2024 J jnl
The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset.
CoRR
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
2024 — conf
Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation.
SWITCH/ISLES@MICCAI
Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Nicolas Murray, Savvas Nicolaou, Oliver Taubmann
2021 — conf
Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans.
ICCVW
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
2020 J jnl
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort.
CoRR
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
2020 J jnl
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT.
CoRR
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
2020 J jnl
Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients.
CoRR
Keegan Lensink, Issam H. Laradji, Marco Law, Paolo Emilio Barbano, Savvas Nicolaou, William Parker, Eldad Haber
2019 J jnl
AI Is Bringing USB Back: Implementing a Beta Chest X-ray Neural Network.
J. Digit. Imaging
William Parker, Brian Lee, Savvas Nicolaou
2007 J jnl
Real-Time Vessel Segmentation and Tracking for Ultrasound Imaging Applications.
IEEE Trans. Medical Imaging
Julian Guerrero, Septimiu E. Salcudean, James A. McEwen, Bassam A. Masri, Savvas Nicolaou
2006 J jnl
System for deep venous thrombosis detection using objective compression measures.
IEEE Trans. Biomed. Eng.
Julian Guerrero, Septimiu E. Salcudean, James A. McEwen, Bassam A. Masri, Savvas Nicolaou
2003 — conf
Measurement-Based Deep Venous Thrombosis Screening System.
MICCAI (1)
Julian Guerrero, Septimiu E. Salcudean, James A. McEwen, Bassam A. Masri, Savvas Nicolaou