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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Coronary CT Angiography-derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling
Tesche, Christian, De Cecco, Carlo N, Baumann, Stefan, Renker, Matthias, McLaurin, Tindal W, Duguay, Taylor M, Bayer, 2nd, Richard R, Steinberg, Daniel H, Grant, Katharine L, Canstein, Christian, Schwemmer, Chris, Schoebinger, Max, Itu, Lucian M, Rapaka, Saikiran, Sharma, Puneet, Schoepf, U Joseph
Published in Radiology (01.07.2018)
Published in Radiology (01.07.2018)
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Machine Learning and Coronary Artery Calcium Scoring
Lee, Heon, Martin, Simon, Burt, Jeremy R., Bagherzadeh, Pooyan Sahbaee, Rapaka, Saikiran, Gray, Hunter N., Leonard, Tyler J., Schwemmer, Chris, Schoepf, U. Joseph
Published in Current cardiology reports (09.07.2020)
Published in Current cardiology reports (09.07.2020)
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Sex differences in machine learning computed tomography-derived fractional flow reserve
Al Rifai, Mahmoud, Ahmed, Ahmed Ibrahim, Han, Yushui, Saad, Jean Michel, Alnabelsi, Talal, Nabi, Faisal, Chang, Su Min, Cocker, Myra, Schwemmer, Chris, Ramirez-Giraldo, Juan C., Zoghbi, William A., Mahmarian, John J., Al-Mallah, Mouaz H.
Published in Scientific reports (16.08.2022)
Published in Scientific reports (16.08.2022)
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Aortic root evaluation prior to transcatheter aortic valve implantation-Correlation of manual and semi-automatic measurements
Horehledova, Barbora, Mihl, Casper, Schwemmer, Chris, Hendriks, Babs M F, Eijsvoogel, Nienke G, Kietselaer, Bastiaan L J H, Wildberger, Joachim E, Das, Marco
Published in PloS one (28.06.2018)
Published in PloS one (28.06.2018)
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Normalizing Flows for Out-of-Distribution Detection: Application to Coronary Artery Segmentation
Ciușdel, Costin Florian, Itu, Lucian Mihai, Cimen, Serkan, Wels, Michael, Schwemmer, Chris, Fortner, Philipp, Seitz, Sebastian, Andre, Florian, Buß, Sebastian Johannes, Sharma, Puneet, Rapaka, Saikiran
Published in Applied sciences (01.04.2022)
Published in Applied sciences (01.04.2022)
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Interoperator reliability of an on-site machine learning-based prototype to estimate CT angiography-derived fractional flow reserve
Han, Yushui, Ahmed, Ahmed Ibrahim, Schwemmer, Chris, Cocker, Myra, Alnabelsi, Talal S, Saad, Jean Michel, Ramirez Giraldo, Juan C, Al-Mallah, Mouaz H
Published in Open heart (01.03.2022)
Published in Open heart (01.03.2022)
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Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography-Based Fractional Flow Reserve: Result From the MACHINE Consortium
Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L, Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)
Published in Circulation. Cardiovascular imaging (01.06.2018)
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CONRAD—A software framework for cone-beam imaging in radiology
Maier, Andreas, Hofmann, Hannes G., Berger, Martin, Fischer, Peter, Schwemmer, Chris, Wu, Haibo, Müller, Kerstin, Hornegger, Joachim, Choi, Jang-Hwan, Riess, Christian, Keil, Andreas, Fahrig, Rebecca
Published in Medical physics (Lancaster) (01.11.2013)
Published in Medical physics (Lancaster) (01.11.2013)
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CT Myocardial Perfusion and CT-FFR versus Invasive FFR for Hemodynamic Relevance of Coronary Artery Disease
Soschynski, Martin, Storelli, Roberto, Birkemeyer, Clara, Hagar, Muhammad Taha, Faby, Sebastian, Schwemmer, Chris, Nous, Fay M A, Pugliese, Francesca, Vliegenthart, Rozemarijn, Schlett, Christopher L, Nikolaou, Konstantin, Krumm, Patrick, Nieman, Koen, Bamberg, Fabian, Artzner, Christoph P
Published in Radiology (01.08.2024)
Published in Radiology (01.08.2024)
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INTER-OPERATOR RELIABILITY OF AN ONSITE MACHINE LEARNING-BASED PROTOTYPE TO ESTIMATE CT ANGIOGRAPHY-DERIVED FRACTIONAL FLOW RESERVE
Han, Yushui, Ahmed, Ahmed Ibrahim, Schwemmer, Chris, Cocker, Myra, Alnabelsi, Talal, Giraldo, Juan Carlos Ramirez, Al-Mallah, Mouaz
Published in Journal of the American College of Cardiology (11.05.2021)
Published in Journal of the American College of Cardiology (11.05.2021)
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PROGNOSTIC CONCORDANCE OF COMPUTED TOMOGRAPHY DERIVED FRACTIONAL FLOW RESERVE AND MYOCARDIAL PERFUSION IMAGING IN PATIENTS WITH SUSPECTED CORONARY ARTERY DISEASE
Ahmed, Ahmed Ibrahim, Han, Yushui, Saad, Jean Michel, Rifai, Mahmoud Al, Cocker, Myra, Schwemmer, Chris, Giraldo, Juan Carlos Ramirez, Nabi, Faisal, Al-Mallah, Mouaz H.
Published in Journal of the American College of Cardiology (01.03.2022)
Published in Journal of the American College of Cardiology (01.03.2022)
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Evaluation of a Deep Learning–Based Automated CT Coronary Artery Calcium Scoring Algorithm
Martin, Simon S., van Assen, Marly, Rapaka, Saikiran, Hudson, H. Todd, Fischer, Andreas M., Varga-Szemes, Akos, Sahbaee, Pooyan, Schwemmer, Chris, Gulsun, Mehmet A., Cimen, Serkan, Sharma, Puneet, Vogl, Thomas J., Schoepf, U. Joseph
Published in JACC. Cardiovascular imaging (01.02.2020)
Published in JACC. Cardiovascular imaging (01.02.2020)
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Journal Article
PROGNOSTIC VALUE OF COMPUTED TOMOGRAPHY DERIVED FRACTIONAL FLOW RESERVE COMPARISON WITH MYOCARDIAL PERFUSION IMAGING
Ahmed, Ahmed Ibrahim, Han, Yushui, Nabi, Faisal, Chang, Su Min, Alnabelsi, Talal, Cocker, Myra, Schwemmer, Chris, Zoghbi, William, Mahmarian, John, Al-Mallah, Mouaz
Published in Journal of the American College of Cardiology (11.05.2021)
Published in Journal of the American College of Cardiology (11.05.2021)
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Coronary CT Fractional Flow Reserve before Transcatheter Aortic Valve Replacement: Clinical Outcomes
Aquino, Gilberto J, Abadia, Andres F, Schoepf, U Joseph, Emrich, Tilman, Yacoub, Basel, Kabakus, Ismail, Violette, Alexis, Wiley, Courtney, Moreno, Andreina, Sahbaee, Pooyan, Schwemmer, Chris, Bayer, 2nd, Richard R, Varga-Szemes, Akos, Steinberg, Daniel, Amoroso, Nicholas, Kocher, Madison, Waltz, Jeffrey, Ward, Thomas J, Burt, Jeremy R
Published in Radiology (01.01.2022)
Published in Radiology (01.01.2022)
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Deep learning for vessel-specific coronary artery calcium scoring: validation on a multi-centre dataset
Winkel, David J, Suryanarayana, V Reddappagari, Ali, A Mohamed, Görich, Johannes, Buß, Sebastian Johannes, Mendoza, Axel, Schwemmer, Chris, Sharma, Puneet, Schoepf, U Joseph, Rapaka, Saikiran
Published in European heart journal cardiovascular imaging (01.06.2022)
Published in European heart journal cardiovascular imaging (01.06.2022)
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AI-BASED CARDIAC CHAMBER ANALYSIS FROM NON-CONTRAST, GATED CARDIAC CT
Jacob, Athira, Abdelkarim, Ola, Zook, Salma, Cocker, Myra, Gupta, Prantik, Giraldo, Juan Ramirez, Tran, Diana, Schoebinger, Max, Schwemmer, Chris, Gulsun, Mehmet A., Rapaka, Saikiran, Sharma, Puneet, Chang, Su Min
Published in Journal of the American College of Cardiology (01.03.2022)
Published in Journal of the American College of Cardiology (01.03.2022)
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AI-BASED GATED NON-CONTRAST CARDIAC CT MID-DIASTOLIC VOLUME ANALYSES COMPARED TO MULTI-PHASE GATED, CONTRAST CT
Abdelkarim, Ola, Jacob, Athira J., Zook, Salma, Cocker, Myra, Gupta, Prantik, Giraldo, Juan R., Tran, Diana, Schoebinger, Max, Schwemmer, Chris, Gulsun, Mehmet A., Sharma, Puneet, Rapaka, Saikiran, Chang, Su Min
Published in Journal of the American College of Cardiology (01.03.2022)
Published in Journal of the American College of Cardiology (01.03.2022)
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Journal Article
Reply to Liu et al
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) (01.10.2018)
Published in Journal of applied physiology (1985) (01.10.2018)
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Journal Article
Prognostic Value of Computed Tomography-Derived Fractional Flow Reserve Comparison With Myocardial Perfusion Imaging
Ahmed, Ahmed Ibrahim, Han, Yushui, Al Rifai, Mahmoud, Alnabelsi, Talal, Nabi, Faisal, Chang, Su Min, Cocker, Myra, Schwemmer, Chris, Ramirez-Giraldo, Juan C., Kleiman, Neal S., Zoghbi, William A., Mahmarian, John J., Al-Mallah, Mouaz H.
Published in JACC. Cardiovascular imaging (01.02.2022)
Published in JACC. Cardiovascular imaging (01.02.2022)
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