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Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images
Retesh Bajaj, Xingru Huang, Yakup Kilic, Anantharaman Ramasamy, Ajay Jain, Mick Ozkor, Vincenzo Tufaro, Hannah Safi, Emrah Erdoğan, Patrick W. Serruys, James Moon, Francesca Pugliese, Anthony Mathur, Ryo Torii, Andreas Baumbach, Jouke Dijkstra, Qianni Zhang, Christos V. Bourantas (2021). Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images. International Journal of Cardiology, 339, pp. 185-191, DOI: 10.1016/j.ijcard.2021.06.030.
Article146 days agoMachine learning for atherosclerotic tissue component classification in combined near-infrared spectroscopy intravascular ultrasound imaging: Validation against histology
Retesh Bajaj, Jeroen Eggermont, Stephanie Grainger, Lorenz Räber, Ramya Parasa, Ameer Khan, Christos Costa, Emrah Erdoğan, Michael J. Hendricks, Karthik Chandrasekharan, Mervyn Andiapen, Patrick W. Serruys, Ryo Torii, Anthony Mathur, Andreas Baumbach, Jouke Dijkstra, Christos V. Bourantas (2022). Machine learning for atherosclerotic tissue component classification in combined near-infrared spectroscopy intravascular ultrasound imaging: Validation against histology. Atherosclerosis, 345, pp. 15-25, DOI: 10.1016/j.atherosclerosis.2022.01.021.
Article146 days agoA deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images
Retesh Bajaj, Xingru Huang, Yakup Kilic, Ajay Jain, Anantharaman Ramasamy, Ryo Torii, James Moon, Tat W. Koh, Tom Crake, Maurizio K. Parker, Vincenzo Tufaro, Patrick W. Serruys, Francesca Pugliese, Anthony Mathur, Andreas Baumbach, Jouke Dijkstra, Qianni Zhang, Christos V. Bourantas (2021). A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images. The International Journal of Cardiovascular Imaging, DOI: 10.1007/s10554-021-02162-x.
Article146 days agoThe Evolution of Data Fusion Methodologies Developed to Reconstruct Coronary Artery Geometry From Intravascular Imaging and Coronary Angiography Data: A Comprehensive Review
Yakup Kilic, Hannah Safi, Retesh Bajaj, Patrick W. Serruys, Pieter Kitslaar, Anantharaman Ramasamy, Vincenzo Tufaro, Yoshinobu Onuma, Anthony Mathur, Ryo Torii, Andreas Baumbach, Christos V. Bourantas (2020). The Evolution of Data Fusion Methodologies Developed to Reconstruct Coronary Artery Geometry From Intravascular Imaging and Coronary Angiography Data: A Comprehensive Review. Frontiers in Cardiovascular Medicine, 7, DOI: 10.3389/fcvm.2020.00033.
Article146 days agoEvaluation of the Efficacy of Computed Tomographic Coronary Angiography in Assessing Coronary Artery Morphology and Physiology: Rationale and Study Design
Anantharaman Ramasamy, Hannah Safi, James Moon, Mervyn Andiapen, Krishnaraj S. Rathod, Pál Maurovich‐Horvat, Retesh Bajaj, Patrick W. Serruys, Anthony Mathur, Andreas Baumbach, Francesca Pugliese, Ryo Torii, Christos V. Bourantas (2020). Evaluation of the Efficacy of Computed Tomographic Coronary Angiography in Assessing Coronary Artery Morphology and Physiology: Rationale and Study Design. Cardiology, 145(5), pp. 285-293, DOI: 10.1159/000506537.
Letter146 days ago