Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort
Mortani Barbosa, Eduardo J., Georgescu, Bogdan, Chaganti, Shikha, Aleman, Gorka Bastarrika, Cabrero, Jordi Broncano, Chabin, Guillaume, Flohr, Thomas, Grenier, Philippe, Grbic, Sasa, Gupta, Nakul, Mellot, François, Nicolaou, Savvas, Re, Thomas, Sanelli, Pina, Sauter, Alexander W., Yoo, Youngjin, Ziebandt, Valentin, Comaniciu, Dorin
Published in European radiology (01.11.2021)
Published in European radiology (01.11.2021)
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AUCReshaping: improved sensitivity at high-specificity
Bhat, Sheethal, Mansoor, Awais, Georgescu, Bogdan, Panambur, Adarsh B., Ghesu, Florin C., Islam, Saahil, Packhäuser, Kai, Rodríguez-Salas, Dalia, Grbic, Sasa, Maier, Andreas
Published in Scientific reports (30.11.2023)
Published in Scientific reports (30.11.2023)
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A deep image-to-image network organ segmentation algorithm for radiation treatment planning: principles and evaluation
Marschner, Sebastian, Datar, Manasi, Gaasch, Aurélie, Xu, Zhoubing, Grbic, Sasa, Chabin, Guillaume, Geiger, Bernhard, Rosenman, Julian, Corradini, Stefanie, Niyazi, Maximilian, Heimann, Tobias, Möhler, Christian, Vega, Fernando, Belka, Claus, Thieke, Christian
Published in Radiation oncology (London, England) (22.07.2022)
Published in Radiation oncology (London, England) (22.07.2022)
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Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings
Weikert, Thomas, Rapaka, Saikiran, Grbic, Sasa, Re, Thomas, Chaganti, Shikha, Winkel, David J, Anastasopoulos, Constantin, Niemann, Tilo, Wiggli, Benedikt J, Bremerich, Jens, Twerenbold, Raphael, Sommer, Gregor, Comaniciu, Dorin, Sauter, Alexander W
Published in Korean journal of radiology (01.06.2021)
Published in Korean journal of radiology (01.06.2021)
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Journal Article
Correction: A deep image-to-image network organ segmentation algorithm for radiation treatment planning: principles and evaluation
Marschner, Sebastian, Datar, Manasi, Gaasch, Aurélie, Xu, Zhoubing, Grbic, Sasa, Chabin, Guillaume, Geiger, Bernhard, Rosenman, Julian, Corradini, Stefanie, Niyazi, Maximilian, Heimann, Tobias, Möhler, Christian, Vega, Fernando, Belka, Claus, Thieke, Christian
Published in Radiation oncology (London, England) (23.08.2022)
Published in Radiation oncology (London, England) (23.08.2022)
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Class-Aware Adversarial Lung Nodule Synthesis In CT Images
Yang, Jie, Liu, Siqi, Grbic, Sasa, Setio, Arnaud Arindra Adiyoso, Xu, Zhoubing, Gibson, Eli, Chabin, Guillaume, Georgescu, Bogdan, Laine, Andrew F., Comaniciu, Dorin
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings
Thomas Weikert, Saikiran Rapaka, Sasa Grbic, Thomas Re, Shikha Chaganti, David J. Winkel, Constantin Anastasopoulos, Tilo Niemann, Benedikt J. Wiggli, Jens Bremerich, Raphael Twerenbold, Gregor Sommer, Dorin Comaniciu, Alexander W. Sauter
Published in Korean journal of radiology (2021)
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Published in Korean journal of radiology (2021)
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Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
Ghesu, Florin-Cristian, Georgescu, Bogdan, Zheng, Yefeng, Grbic, Sasa, Maier, Andreas, Hornegger, Joachim, Comaniciu, Dorin
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2019)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2019)
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COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training
Liu, Han, Xu, Zhoubing, Gao, Riqiang, Li, Hao, Wang, Jianing, Chabin, Guillaume, Oguz, Ipek, Grbic, Sasa
Published in IEEE transactions on medical imaging (01.05.2024)
Published in IEEE transactions on medical imaging (01.05.2024)
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Journal Article
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks
Liu, Siqi, Setio, Arnaud Arindra Adiyoso, Ghesu, Florin C., Gibson, Eli, Grbic, Sasa, Georgescu, Bogdan, Comaniciu, Dorin
Published in IEEE transactions on medical imaging (01.01.2021)
Published in IEEE transactions on medical imaging (01.01.2021)
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Automated Detection and Quantification of COVID-19 Airspace Disease on Chest Radiographs: A Novel Approach Achieving Expert Radiologist-Level Performance Using a Deep Convolutional Neural Network Trained on Digital Reconstructed Radiographs From Computed Tomography-Derived Ground Truth
Mortani Barbosa, Jr, Eduardo J, Gefter, Warren B, Ghesu, Florin C, Liu, Siqi, Mailhe, Boris, Mansoor, Awais, Grbic, Sasa, Vogt, Sebastian
Published in Investigative radiology (01.08.2021)
Published in Investigative radiology (01.08.2021)
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Journal Article
Quantifying and leveraging predictive uncertainty for medical image assessment
Ghesu, Florin C., Georgescu, Bogdan, Mansoor, Awais, Yoo, Youngjin, Gibson, Eli, Vishwanath, R.S., Balachandran, Abishek, Balter, James M., Cao, Yue, Singh, Ramandeep, Digumarthy, Subba R., Kalra, Mannudeep K., Grbic, Sasa, Comaniciu, Dorin
Published in Medical image analysis (01.02.2021)
Published in Medical image analysis (01.02.2021)
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Journal Article
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment
Gündel, Sebastian, Setio, Arnaud A.A., Ghesu, Florin C., Grbic, Sasa, Georgescu, Bogdan, Maier, Andreas, Comaniciu, Dorin
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Journal Article
Semiautomatically Quantified Tumor Volume Using 68 Ga-PSMA-11 PET as a Biomarker for Survival in Patients with Advanced Prostate Cancer
Seifert, Robert, Herrmann, Ken, Kleesiek, Jens, Schäfers, Michael, Shah, Vijay, Xu, Zhoubing, Chabin, Guillaume, Grbic, Sasa, Spottiswoode, Bruce, Rahbar, Kambiz
Published in Journal of Nuclear Medicine (01.12.2020)
Published in Journal of Nuclear Medicine (01.12.2020)
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Journal Article
Semiautomatically Quantified Tumor Volume Using 68Ga-PSMA-11 PET as a Biomarker for Survival in Patients with Advanced Prostate Cancer
Seifert, Robert, Herrmann, Ken, Kleesiek, Jens, Schäfers, Michael, Shah, Vijay, Xu, Zhoubing, Chabin, Guillaume, Grbic, Sasa, Spottiswoode, Bruce, Rahbar, Kambiz
Published in The Journal of nuclear medicine (1978) (01.12.2020)
Published in The Journal of nuclear medicine (1978) (01.12.2020)
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Detection and characterization of COVID-19 findings in chest CT: Feasibility and applicability of an AI-based software tool
Gashi, Andi, Kubik-Huch, Rahel A, Chatzaraki, Vasiliki, Potempa, Anna, Rauch, Franziska, Grbic, Sasa, Wiggli, Benedikt, Friedl, Andrée, Niemann, Tilo
Published in Medicine (Baltimore) (15.10.2021)
Published in Medicine (Baltimore) (15.10.2021)
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Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT
Chaganti, Shikha, Grenier, Philippe, Balachandran, Abishek, Chabin, Guillaume, Cohen, Stuart, Flohr, Thomas, Georgescu, Bogdan, Grbic, Sasa, Liu, Siqi, Mellot, François, Murray, Nicolas, Nicolaou, Savvas, Parker, William, Re, Thomas, Sanelli, Pina, Sauter, Alexander W, Xu, Zhoubing, Yoo, Youngjin, Ziebandt, Valentin, Comaniciu, Dorin
Published in Radiology. Artificial intelligence (01.07.2020)
Published in Radiology. Artificial intelligence (01.07.2020)
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Complete valvular heart apparatus model from 4D cardiac CT
Grbic, Sasa, Ionasec, Razvan, Vitanovski, Dime, Voigt, Ingmar, Wang, Yang, Georgescu, Bogdan, Navab, Nassir, Comaniciu, Dorin
Published in Medical image analysis (01.07.2012)
Published in Medical image analysis (01.07.2012)
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Large-Scale Study on AI's Impact on Identifying Chest Radiographs with No Actionable Disease in Outpatient Imaging
Mansoor, Awais, Schmuecking, Ingo, Ghesu, Florin C, Georgescu, Bogdan, Grbic, Sasa, Vishwanath, R S, Farri, Oladimeji, Ghosh, Rikhiya, Vunikili, Ramya, Zimmermann, Mathis, Sutcliffe, James, Mendelsohn, Steven L, Comaniciu, Dorin, Gefter, Warren B
Published in Academic radiology (12.07.2024)
Published in Academic radiology (12.07.2024)
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