Echocardiographic Detection of Regional Wall Motion Abnormalities Using Artificial Intelligence Compared to Human Readers

Authors: Slivnick, Jeremy A., Gessert, Nils T., Cotella, Juan I., Oliveira, Lucas, Pezzotti, Nicola, Eslami, Parastou, Sadeghi, Ali, Wehle, Simon, Prabhu, David, Waechter-Stehle, Irina, Chaudhari, Ashish M., Szasz, Teodora, Lee, Linda, Altenburg, Marie, Saldana, Giancarlo, Randazzo, Michael, DeCara, Jeanne M., Addetia, Karima, Mor-Avi, Victor, Lang, Roberto M.

Source: In Journal of the American Society of Echocardiography July 2024 37(7):655-663

Intravascular optical coherence tomography image analysis method

Authors: Shalev, Ronny, Prabhu, David, Tanaka, Kentaro, Rollins, Andrew M., Costa, Marco, Bezerra, Hiram G., Soumya, Ray, Wilson, David L.

Source: 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC) Biomedical Engineering Conference (NEBEC), 2015 41st Annual Northeast. :1-2 Apr, 2015

Relation: 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC)

Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion
Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging

Authors: Gharaibeh, Yazan, Lee, Juhwan, Prabhu, David, Dong, Pengfei, Zimin, Vladislav N., Dallan, Luis A., Bezerra, Hiram, Gu, Linxia, Wilson, David

Source: Proceedings of SPIE, the International Society for Optical Engineering. 11317:1131717-1131717-11

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900019577&indx=1&recIds=ETOCCN900019577

Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images
Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling

Authors: Lee, Juhwan, Kolluru, Chaitanya, Gharaibeh, Yazan, Prabhu, David, Zimin, Vladislav N., Bezerra, Hiram, Wilson, David

Source: Proceedings of SPIE, the International Society for Optical Engineering. 11315:1131513-1131513-14

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900019429&indx=1&recIds=ETOCCN900019429

Noninvasive assessment of left ventricular end-diastolic pressure using machine learning–derived phasic left atrial strain.

Authors: Gruca, Martin M, Slivnick, Jeremy A, Singh, Amita, Cotella, Juan I, Subashchandran, Varun, Prabhu, David, Asch, Federico M, Siddiki, Mikail, Gupta, Nikhil, Mor-Avi, Victor, Su, Jimmy L, Lang, Roberto M

Source: European Heart Journal - Cardiovascular Imaging; Jan2024, Vol. 25 Issue 1, p18-26, 9p

Subject Terms: ECHOCARDIOGRAPHY, LEFT heart ventricle, CARDIAC catheterization, MACHINE learning, RETROSPECTIVE studies, DIASTOLIC blood pressure, PARADIGMS (Social sciences), DESCRIPTIVE statistics, SENSITIVITY & specificity (Statistics), LEFT heart atrium

Deep learning segmentation of coronary calcified plaque from intravascular optical coherence tomography (IVOCT) images with application to finite element modeling of stent deployment
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling

Authors: Gharaibeh, Yazan, Dong, Pengfei, Prabhu, David, Kolluru, Chaitanya, Lee, Juhwan, Zimin, Vlad, Mozafari, Hozhabr, Bizzera, Hiram, Gu, Linxia, Wilson, David

Source: Proceedings of SPIE, the International Society for Optical Engineering. 10951:109511C-109511C-10

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900006787&indx=1&recIds=ETOCCN900006787

Artificial Intelligence in Intracoronary Imaging

Authors: Fedewa, Russell, Puri, Rishi, Fleischman, Eitan, Lee, Juhwan, Prabhu, David, Wilson, David L., Vince, D. Geoffrey, Fleischman, Aaron

Source: Current cardiology reports. 22(7)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172197476.0x000001&indx=1&recIds=ETOCvdc_100172197476.0x000001

Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features

Authors: Lee, Juhwan, Prabhu, David, Kolluru, Chaitanya, Gharaibeh, Yazan, Zimin, Vladislav N., Dallan, Luis A. P., Bezerra, Hiram G., Wilson, David L.

Source: Scientific reports. 10(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163483454.0x000001&indx=1&recIds=ETOCvdc_100163483454.0x000001

IMECE2017-72146 OCT-Based Three Dimensional Modeling of Stent Deployment
Proceedings of the ASME International Mechanical Engineering Congress and Exposition 2017

Authors: Dong, Pengfei, Prabhu, David, Wilson, David L., Bezerra, Hiram G., Gu, Linxia

Source: Proceedings of the International Mechanical Engineering Congress and Exposition. 3:V003T04A029-V003T04A029

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603201887&indx=1&recIds=ETOCCN603201887

DEEP LEARNING-BASED CLASSIFICATION OF DIASTOLIC FUNCTION USING 2D ECHOCARDIOGRAPHIC IMAGES

Authors: Sadeghi, Ali, Oliveira, Lucas, Gessert, Nils, Liu, Jin, Wehle, Simon, De Craene, Mathieu, Prabhu, David, Eslami, Parastou, Waechter, Irina, Mor-Avi, Victor, Singh, Amita, Lang, Roberto M.

Source: Journal of the American College of Cardiology. 79(S):1183-1183

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100158527164.0x000001&indx=1&recIds=ETOCvdc_100158527164.0x000001

Ex Vivo Cryoimaging for Plaque Characterization

Authors: Faramarzalian, Ali, Prabhu, David, Abdul-Aziz, Ahmad, Wang, Wei, Chamie, Daniel, Yamamoto, Hirosada, Fujino, Yusuke, Hawwa, Sami, Ziats, Nicholas P., Rollins, Andrew M., Wilson, David L., Costa, Marco A., Bezerra, Hiram G.

Source: JACC.Cardiovascular imaging. 7(4):430-432

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100120646923.0x000001&indx=1&recIds=ETOCvdc_100120646923.0x000001

Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets

Authors: Prabhu, David, Bezerra, Hiram G., Kolluru, Chaitanya, Gharaibeh, Yazan, Mehanna, Emile, Wu, Hao, Wilson, David L.

Source: Journal of biomedical optics. 24(10):106002-106002

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189239185.0x000001&indx=1&recIds=ETOCvdc_100189239185.0x000001

Optical Coherence Tomography-Based Modeling of Stent Deployment in Heavily Calcified Coronary Lesion.

Authors: Pengfei Dong¹, Mozafari, Hozhabr¹, Prabhu, David², Bezerra, Hiram G.³, Wilson, David L.², Linxia Gu^1,2, gul@fit.edu

Source: Journal of Biomechanical Engineering; May2020, Vol. 142 Issue 5, p1-8, 8p

Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring.

Authors: Gharaibeh, Yazan, Prabhu, David, Kolluru, Chaitanya, Juhwan Lee, Zimin, Vladislav, Bezerra, Hiram, Wilson, David

Source: Journal of Medical Imaging; Oct-Dec2019, Vol. 6 Issue 4, p1-11, 11p

Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees.

Authors: Kolluru, Chaitanya, Prabhu, David, Gharaibeh, Yazan, Hao Wu, Wilson, David L.

Source: Proceedings of SPIE; 3/1/2018, Vol. 10575, p105752Y-1-105752Y-6, 6p, 3 Color Photographs, 1 Black and White Photograph, 3 Charts

Cryo-Imaging and Software Platform for Analysis of Molecular MR Imaging of Micrometastases.

Authors: Qutaish, Mohammed Q., Zhou, Zhuxian, Prabhu, David, Liu, Yiqiao, Busso, Mallory R., Izadnegahdar, Donna, Gargesha, Madhusudhana, Lu, Hong, Lu, Zheng-Rong, Wilson, David L.

Source: International Journal of Biomedical Imaging; 4/1/2018, p1-16, 16p

Subject Terms: MICROMETASTASIS, ANIMAL experimentation, COMPUTER software, EXPERIMENTAL design, INFLAMMATION, MAGNETIC resonance imaging, MICE, NECROSIS, RESEARCH evaluation, FLUORESCENT dyes, DIAGNOSIS, THERAPEUTICS

Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic images

Authors: Lee, Juhwan, Prabhu, David, Kolluru, Chaitanya, Gharaibeh, Yazan, Zimin, Vladislav N., Bezerra, Hiram G., Wilson, David L.

Source: Biomedical Optics Express; December 2019, Vol. 10 Issue: 12 p6497-6515, 19p

Deep learning segmentation of coronary calcified plaque from intravascular optical coherence tomography (IVOCT) images with application to finite element modeling of stent deployment

Authors: Fei, Baowei, Linte, Cristian A., Gharaibeh, Yazan, Dong, Pengfei, Prabhu, David, Kolluru, Chaitanya, Lee, Juhwan, Zimin, Vlad, Mozafari, Hozhabr, Bizzera, Hiram, Gu, Linxia, Wilson, David

Source: Proceedings of SPIE; June 2019, Vol. 10951 Issue: 1 p109511C-109511C-10, 10841600p

USE OF EX VIVO CRYOIMAGING AS AN ADJUVANT FOR PLAQUE VALIDATION BY OPTICAL COHERENCE TOMOGRAPHY AND FOR CHARACTERIZATION OF FIBROUS CAP INFLAMMATION IN ATHEROSCLEROTIC PLAQUES

Authors: Faramarzalian, Ali, Prabhu, David, Abdul–Aziz, Ahmad, Chamie, Daniel, Yamamoto, Hirosada, Fujino, Yusuke, Wang, Wei, Ziats, Nicholas, Rollins, Andrew, Wilson, David, Costa, Marco, Bezerra, Hiram

Source: Journal of the American College of Cardiology. 61(10):E1637-E1637

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100056162587.0x000001&indx=1&recIds=ETOCvdc_100056162587.0x000001

VOLUMETRIC ASSESSMENT OF CORONARY CALCIFICATION USING OPTICAL COHERENCE TOMOGRAPHY

Authors: Mehanna, Emile, Prabhu, David, Brandt, Eric, Yamamoto, Hirosada, Chamie, Daniel, Attizzani, Guilherme, Fujino, Yusuke, Tahara, Satoko, Ditzhuijzen, Nienke Van, Wang, Wei, Gargesha, Madhusudhana, Bezerra, Hiram, Wilson, David, Costa, Marco

Source: Journal of the American College of Cardiology. 59(13):E122-E122

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100053954366.0x000001&indx=1&recIds=ETOCvdc_100053954366.0x000001