A machine-learning approach for computation of fractional flow reserve from coronary computed tomography
Itu, Lucian, Rapaka, Saikiran, Passerini, Tiziano, Georgescu, Bogdan, Schwemmer, Chris, Schoebinger, Max, Flohr, Thomas, Sharma, Puneet, Comaniciu, Dorin
Published in Journal of applied physiology (1985) (01.07.2016)
Published in Journal of applied physiology (1985) (01.07.2016)
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Journal Article
Combo loss: Handling input and output imbalance in multi-organ segmentation
Taghanaki, Saeid Asgari, Zheng, Yefeng, Kevin Zhou, S., Georgescu, Bogdan, Sharma, Puneet, Xu, Daguang, Comaniciu, Dorin, Hamarneh, Ghassan
Published in Computerized medical imaging and graphics (01.07.2019)
Published in Computerized medical imaging and graphics (01.07.2019)
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Journal Article
Shaping the future through innovations: From medical imaging to precision medicine
Comaniciu, Dorin, Engel, Klaus, Georgescu, Bogdan, Mansi, Tommaso
Published in Medical image analysis (01.10.2016)
Published in Medical image analysis (01.10.2016)
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Journal Article
Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morphology Versus Invasively Measured Fractional Flow Reserve
Tröbs, Monique, MD, Achenbach, Stephan, MD, Röther, Jens, MD, Redel, Thomas, PhD, Scheuering, Michael, PhD, Winneberger, David, RT, Klingenbeck, Klaus, PhD, Itu, Lucian, PhD, Passerini, Tiziano, PhD, Kamen, Ali, PhD, Sharma, Puneet, PhD, Comaniciu, Dorin, PhD, Schlundt, Christian, MD
Published in The American journal of cardiology (01.01.2016)
Published in The American journal of cardiology (01.01.2016)
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Journal Article
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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Journal Article
Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis
Das, Badhan Kumar, Zhao, Gengyan, Islam, Saahil, Re, Thomas J., Comaniciu, Dorin, Gibson, Eli, Maier, Andreas
Published in Scientific reports (23.04.2024)
Published in Scientific reports (23.04.2024)
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Journal Article
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE
Ionasec, Razvan Ioan, Voigt, Ingmar, Georgescu, Bogdan, Yang Wang, Houle, Helene, Vega-Higuera, Fernando, Navab, Nassir, Comaniciu, Dorin
Published in IEEE transactions on medical imaging (01.09.2010)
Published in IEEE transactions on medical imaging (01.09.2010)
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Journal Article
Robust object tracking using semi-supervised appearance dictionary learning
Zhang, Lei, Wu, Wen, Chen, Terrence, Strobel, Norbert, Comaniciu, Dorin
Published in Pattern recognition letters (01.09.2015)
Published in Pattern recognition letters (01.09.2015)
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Journal Article
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks
Nael, Kambiz, Gibson, Eli, Yang, Chen, Ceccaldi, Pascal, Yoo, Youngjin, Das, Jyotipriya, Doshi, Amish, Georgescu, Bogdan, Janardhanan, Nirmal, Odry, Benjamin, Nadar, Mariappan, Bush, Michael, Re, Thomas J., Huwer, Stefan, Josan, Sonal, von Busch, Heinrich, Meyer, Heiko, Mendelson, David, Drayer, Burton P., Comaniciu, Dorin, Fayad, Zahi A.
Published in Scientific reports (25.03.2021)
Published in Scientific reports (25.03.2021)
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Journal Article
Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart
Kayvanpour, Elham, Mansi, Tommaso, Sedaghat-Hamedani, Farbod, Amr, Ali, Neumann, Dominik, Georgescu, Bogdan, Seegerer, Philipp, Kamen, Ali, Haas, Jan, Frese, Karen S, Irawati, Maria, Wirsz, Emil, King, Vanessa, Buss, Sebastian, Mereles, Derliz, Zitron, Edgar, Keller, Andreas, Katus, Hugo A, Comaniciu, Dorin, Meder, Benjamin
Published in PloS one (31.07.2015)
Published in PloS one (31.07.2015)
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Journal Article
Spine detection in CT and MR using iterated marginal space learning
Michael Kelm, B., Wels, Michael, Kevin Zhou, S., Seifert, Sascha, Suehling, Michael, Zheng, Yefeng, Comaniciu, Dorin
Published in Medical image analysis (01.12.2013)
Published in Medical image analysis (01.12.2013)
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Journal Article
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
Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept
Winkel, David J., Wetterauer, Christian, Matthias, Marc Oliver, Lou, Bin, Shi, Bibo, Kamen, Ali, Comaniciu, Dorin, Seifert, Hans-Helge, Rentsch, Cyrill A., Boll, Daniel T.
Published in Diagnostics (Basel) (14.11.2020)
Published in Diagnostics (Basel) (14.11.2020)
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Journal Article
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals
Zettinig, Oliver, Mansi, Tommaso, Neumann, Dominik, Georgescu, Bogdan, Rapaka, Saikiran, Seegerer, Philipp, Kayvanpour, Elham, Sedaghat-Hamedani, Farbod, Amr, Ali, Haas, Jan, Steen, Henning, Katus, Hugo, Meder, Benjamin, Navab, Nassir, Kamen, Ali, Comaniciu, Dorin
Published in Medical image analysis (01.12.2014)
Published in Medical image analysis (01.12.2014)
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