Endovascular therapy of axillary artery disease with drug-coated balloon angioplasty

od Al'Aref, Subhi J., Swaminathan, Rajesh V., Feldman, Dmitriy N.
Wydane w Proc (Bayl Univ Med Cent) (2017)

High-risk atherosclerotic plaque features for cardiovascular risk assessment in the Prospective Multicenter Imaging Study for Evaluation of Chest Pain trial

od Al’Aref, Subhi J., Peña, Jessica M., Min, James K.
Wydane w Cardiovasc Diagn Ther (2019)

Evaluation of Atherosclerotic Plaque in Non-invasive Coronary Imaging

od Dwivedi, Aeshita, Al'Aref, Subhi J., Lin, Fay Y., Min, James K.
Wydane w Korean Circ J (2018)

Coronary-Cameral Fistula, Thebesian Veins, and Anomalous Coronary Vein on Cardiac Computed Tomography

od Xu, Jack, Mansour, Munthir, Pandey, Tarun, Jambhekar, Kedar, Al'Aref, Subhi J
Wydane w Cureus (2021)

Trans-catheter aortic valve-in-valve implantation in an elderly patient with Evans syndrome

od Al’Aref, Subhi J., Salemi, Arash, Minutello, Robert M., Bergman, Geoffrey, Chiu Wong, S.
Wydane w J Cardiol Cases (2016)

An augmented reality system for image guidance of transcatheter procedures for structural heart disease

od Liu, Jun, Al’Aref, Subhi J., Singh, Gurpreet, Caprio, Alexandre, Moghadam, Amir Ali Amiri, Jang, Sun-Joo, Wong, S. Chiu, Min, James K., Dunham, Simon, Mosadegh, Bobak
Wydane w PLoS One (2019)

End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning

od Singh, Gurpreet, Al’Aref, Subhi J., Lee, Benjamin C., Lee, Jing Kai, Tan, Swee Yaw, Lin, Fay Y., Chang, Hyuk-Jae, Shaw, Leslee J., Baskaran, Lohendran
Wydane w Diagnostics (Basel) (2021)

Performance of Dynamic Automated CT Annular Measurements Compared with Standard Manual Measurements for Transcatheter Aortic Valve Replacement Sizing

od Truong, Quynh A., Legasto, Alan C., Deaño, Roderick C., Bachman, Daniel P., Bhatt, Deep, Al’Aref, Subhi J., Devereux, Richard B., Wong, S. Chiu, Salemi, Arash, Szymonifka, Jackie
Wydane w Radiol Cardiothorac Imaging (2019)

Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built enviro...

od Zhang, Yiye, Tayarani, Mohammad, Al’Aref, Subhi J, Beecy, Ashley N, Liu, Yifan, Sholle, Evan, RoyChoudhury, Arindam, Axsom, Kelly M, Gao, Huaizhu Oliver, Pathak, Jyotishman, Ancker, Jessica S
Wydane w JAMIA Open (2020)

Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

od Pandey, Mohit, Xu, Zhuoran, Sholle, Evan, Maliakal, Gabriel, Singh, Gurpreet, Fatima, Zahra, Larine, Daria, Lee, Benjamin C., Wang, Jing, van Rosendael, Alexander R., Baskaran, Lohendran, Shaw, Leslee J., Min, James K., Al’Aref, Subhi J.
Wydane w PLoS One (2020)

Determinants of In‐Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach

od Al'Aref, Subhi J., Singh, Gurpreet, van Rosendael, Alexander R., Kolli, Kranthi K., Ma, Xiaoyue, Maliakal, Gabriel, Pandey, Mohit, Lee, Bejamin C., Wang, Jing, Xu, Zhuoran, Zhang, Yiye, Min, James K., Wong, S. Chiu, Minutello, Robert M.
Wydane w J Am Heart Assoc (2019)

Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

od Singh, Gurpreet, Hussain, Yasin, Xu, Zhuoran, Sholle, Evan, Michalak, Kelly, Dolan, Kristina, Lee, Benjamin C., van Rosendael, Alexander R., Fatima, Zahra, Peña, Jessica M., Wilson, Peter W. F., Gotto, Antonio M., Shaw, Leslee J., Baskaran, Lohendran, Al’Aref, Subhi J.
Wydane w PLoS One (2020)

Quantitative evaluation of high risk coronary plaque by coronary CTA and subsequent acute coronary events

od van Rosendael, Alexander R., Al’Aref, Subhi J., Dwivedi, Aeshita, Kim, Timothy S., Peña, Jessica M., Dunham, Patricia C., Kim, Yong-Jin, Chinnaiyan, Kavitha, Feuchtner, Gudrun, Plank, Fabian, Berman, Daniel S., Shaw, Leslee J., Chang, Hyuk-Jae, Lin, Fay Y., Bax, Jeroen J., Narula, Jagat, Min, James K.
Wydane w JACC Cardiovasc Imaging (2019)

Prognostic value of coronary computed tomographic angiography findings in asymptomatic individuals: a 6-year follow-up from the prospective multicentre international CONFIRM study

od Cho, Iksung, Al’Aref, Subhi J, Berger, Adam, Ó Hartaigh, Bríain, Gransar, Heidi, Valenti, Valentina, Lin, Fay Y, Achenbach, Stephan, Berman, Daniel S, Budoff, Matthew J, Callister, Tracy Q, Al-Mallah, Mouaz H, Cademartiri, Filippo, Chinnaiyan, Kavitha, Chow, Benjamin J W, DeLago, Augustin, Villines, Todd C, Hadamitzky, Martin, Hausleiter, Joerg, Leipsic, Jonathon, Shaw, Leslee J, Kaufmann, Philipp A, Feuchtner, Gudrun, Kim, Yong-Jin, Maffei, Erica, Raff, Gilbert, Pontone, Gianluca, Andreini, Daniele, Marques, Hugo, Rubinshtein, Ronen, Chang, Hyuk-Jae, Min, James K
Wydane w Eur Heart J (2018)

Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

od Baskaran, Lohendran, Al’Aref, Subhi J., Maliakal, Gabriel, Lee, Benjamin C., Xu, Zhuoran, Choi, Jeong W., Lee, Sang-Eun, Sung, Ji Min, Lin, Fay Y., Dunham, Simon, Mosadegh, Bobak, Kim, Yong-Jin, Gottlieb, Ilan, Lee, Byoung Kwon, Chun, Eun Ju, Cademartiri, Filippo, Maffei, Erica, Marques, Hugo, Shin, Sanghoon, Choi, Jung Hyun, Chinnaiyan, Kavitha, Hadamitzky, Martin, Conte, Edoardo, Andreini, Daniele, Pontone, Gianluca, Budoff, Matthew J., Leipsic, Jonathon A., Raff, Gilbert L., Virmani, Renu, Samady, Habib, Stone, Peter H., Berman, Daniel S., Narula, Jagat, Bax, Jeroen J., Chang, Hyuk-Jae, Min, James K., Shaw, Leslee J.
Wydane w PLoS One (2020)

Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry

od Han, Donghee, Kolli, Kranthi K., Al'Aref, Subhi J., Baskaran, Lohendran, van Rosendael, Alexander R., Gransar, Heidi, Andreini, Daniele, Budoff, Matthew J., Cademartiri, Filippo, Chinnaiyan, Kavitha, Choi, Jung Hyun, Conte, Edoardo, Marques, Hugo, de Araújo Gonçalves, Pedro, Gottlieb, Ilan, Hadamitzky, Martin, Leipsic, Jonathon A., Maffei, Erica, Pontone, Gianluca, Raff, Gilbert L., Shin, Sangshoon, Kim, Yong‐Jin, Lee, Byoung Kwon, Chun, Eun Ju, Sung, Ji Min, Lee, Sang‐Eun, Virmani, Renu, Samady, Habib, Stone, Peter, Narula, Jagat, Berman, Daniel S., Bax, Jeroen J., Shaw, Leslee J., Lin, Fay Y., Min, James K., Chang, Hyuk‐Jae
Wydane w J Am Heart Assoc (2020)

Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of...

od Baskaran, Lohendran, Ying, Xiaohan, Xu, Zhuoran, Al’Aref, Subhi J., Lee, Benjamin C., Lee, Sang-Eun, Danad, Ibrahim, Park, Hyung-Bok, Bathina, Ravi, Baggiano, Andrea, Beltrama, Virginia, Cerci, Rodrigo, Choi, Eui-Young, Choi, Jung-Hyun, Choi, So-Yeon, Cole, Jason, Doh, Joon-Hyung, Ha, Sang-Jin, Her, Ae-Young, Kepka, Cezary, Kim, Jang-Young, Kim, Jin-Won, Kim, Sang-Wook, Kim, Woong, Lu, Yao, Kumar, Amit, Heo, Ran, Lee, Ji Hyun, Sung, Ji-min, Valeti, Uma, Andreini, Daniele, Pontone, Gianluca, Han, Donghee, Villines, Todd C., Lin, Fay, Chang, Hyuk-Jae, Min, James K., Shaw, Leslee J.
Wydane w PLoS One (2020)

Non-obstructive high-risk plaques increase the risk of future culprit lesions comparable to obstructive plaques without high-risk features: the ICONIC study

od Ferraro, Richard A, van Rosendael, Alexander R, Lu, Yao, Andreini, Daniele, Al-Mallah, Mouaz H, Cademartiri, Filippo, Chinnaiyan, Kavitha, Chow, Benjamin J W, Conte, Edoardo, Cury, Ricardo C, Feuchtner, Gudrun, de Araújo Gonçalves, Pedro, Hadamitzky, Martin, Kim, Yong-Jin, Leipsic, Jonathon, Maffei, Erica, Marques, Hugo, Plank, Fabian, Pontone, Gianluca, Raff, Gilbert L, Villines, Todd C, Lee, Sang-Eun, Al’Aref, Subhi J, Baskaran, Lohendran, Cho, Iksung, Danad, Ibrahim, Gransar, Heidi, Budoff, Matthew J, Samady, Habib, Stone, Peter H, Virmani, Renu, Narula, Jagat, Berman, Daniel S, Chang, Hyuk-Jae, Bax, Jeroen J, Min, James K, Shaw, Leslee J, Lin, Fay Y
Wydane w Eur Heart J Cardiovasc Imaging (2020)

Coronary Atherosclerotic Precursors of Acute Coronary Syndromes

od Chang, Hyuk-Jae, Lin, Fay Y., Lee, Sang-Eun, Andreini, Daniele, Bax, Jeroen, Cademartiri, Filippo, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Conte, Edoardo, Cury, Ricardo C., Feuchtner, Gudrun, Hadamitzky, Martin, Kim, Yong-Jin, Leipsic, Jonathon, Maffei, Erica, Marques, Hugo, Plank, Fabian, Pontone, Gianluca, Raff, Gilbert L., van Rosendael, Alexander R., Villines, Todd C., Weirich, Harald G., Al’Aref, Subhi J., Baskaran, Lohendran, Cho, Iksung, Danad, Ibrahim, Han, Donghee, Heo, Ran, Lee, Ji Hyun, Rivzi, Asim, Stuijfzand, Wijnand J., Gransar, Heidi, Lu, Yao, Sung, Ji Min, Park, Hyung-Bok, Berman, Daniel S., Budoff, Matthew J., Samady, Habib, Shaw, Leslee J., Stone, Peter H., Virmani, Renu, Narula, Jagat, Min, James K.
Wydane w J Am Coll Cardiol (2018)

Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: an...

od Al’Aref, Subhi J, Maliakal, Gabriel, Singh, Gurpreet, van Rosendael, Alexander R, Ma, Xiaoyue, Xu, Zhuoran, Alawamlh, Omar Al Hussein, Lee, Benjamin, Pandey, Mohit, Achenbach, Stephan, Al-Mallah, Mouaz H, Andreini, Daniele, Bax, Jeroen J, Berman, Daniel S, Budoff, Matthew J, Cademartiri, Filippo, Callister, Tracy Q, Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J W, Cury, Ricardo C, DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A, Kim, Yong-Jin, Leipsic, Jonathon A, Maffei, Erica, Marques, Hugo, Gonçalves, Pedro de Araújo, Pontone, Gianluca, Raff, Gilbert L, Rubinshtein, Ronen, Villines, Todd C, Gransar, Heidi, Lu, Yao, Jones, Erica C, Peña, Jessica M, Lin, Fay Y, Min, James K, Shaw, Leslee J
Wydane w Eur Heart J (2019)