Application of deep neural networks for inferring pressure in polymeric acoustic transponders/sensors by Seyedhamidreza Alaie, Subhi J. Al’Aref

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Low-cost prototyping of nitinol wires/frames using polymeric cores and sacrificial fixtures with application in individualized frames anchoring through the atrial septum by Hemanta Dulal, Trey Swan, Subhi J. Al’Aref, Seyedhamidreza Alaie

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Applications of ChatGPT in Heart Failure Prevention, Diagnosis, Management, and Research: A Narrative Review by Sai Nikhila Ghanta, Subhi J. Al’Aref, Anuradha Lala-Trinidade, Girish N. Nadkarni, Sarju Ganatra, Sourbha S. Dani, Jawahar L. Mehta

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HIGHER HDL CHOLESTEROL LEVELS DECREASE SUSCEPTIBILITY TO COVID-19 INFECTION by Vignesh Chidambaram, Amudha Kumar, Bhavna Seth, Dinesh Voruganti, Subhi J. Al'Aref, Panagis Galiatsatos, Petros C. Karakousis, Jawahar L. Mehta

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Percutaneous pericardiocentesis using the apical approach: case series and review of the literature by Malek Alaiwah, Ahmed Hassanin, Danish Abbasi, Hamza Rayes, Zahra Hassan, Mu’nes Albadaineh, Munthir Mansour, Subodh Devabhaktuni, Tushar Tarun, Srikanth Vallurupalli, John P. Mounsey, Subhi J. Al’Aref

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End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning by Gurpreet Singh, Subhi J. Al’Aref, Benjamin C. Lee, Jing Kai Lee, Swee Yaw Tan, Fay Y. Lin, Hyuk-Jae Chang, Leslee J. Shaw, Lohendran Baskaran, on behalf of the CREDENCE and ICONIC Investigators

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HDL cholesterol levels and susceptibility to COVID-19 by Vignesh Chidambaram, Amudha Kumar, Marie Gilbert Majella, Bhavna Seth, Ranjith Kumar Sivakumar, Dinesh Voruganti, Mahesh Bavineni, Ahmad Baghal, Kim Gates, Annu Kumari, Subhi J. Al'Aref, Panagis Galiatsatos, Petros C. Karakousis, Jawahar L. Mehta

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Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing. by Mohit Pandey, Zhuoran Xu, Evan Sholle, Gabriel Maliakal, Gurpreet Singh, Zahra Fatima, Daria Larine, Benjamin C Lee, Jing Wang, Alexander R van Rosendael, Lohendran Baskaran, Leslee J Shaw, James K Min, Subhi J Al'Aref

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Determinants of In‐Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach by Subhi J. Al'Aref, Gurpreet Singh, Alexander R. van Rosendael, Kranthi K. Kolli, Xiaoyue Ma, Gabriel Maliakal, Mohit Pandey, Bejamin C. Lee, Jing Wang, Zhuoran Xu, Yiye Zhang, James K. Min, S. Chiu Wong, Robert M. Minutello

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Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications by Nitesh Gautam, Sai Nikhila Ghanta, Joshua Mueller, Munthir Mansour, Zhongning Chen, Clara Puente, Yu Mi Ha, Tushar Tarun, Gaurav Dhar, Kalai Sivakumar, Yiye Zhang, Ahmed Abu Halimeh, Ukash Nakarmi, Sadeer Al-Kindi, Deeptankar DeMazumder, Subhi J. Al’Aref

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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation. by Gurpreet Singh, Yasin Hussain, Zhuoran Xu, Evan Sholle, Kelly Michalak, Kristina Dolan, Benjamin C Lee, Alexander R van Rosendael, Zahra Fatima, Jessica M Peña, Peter W F Wilson, Antonio M Gotto, Leslee J Shaw, Lohendran Baskaran, Subhi J Al'Aref

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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation by Gurpreet Singh, Yasin Hussain, Zhuoran Xu, Evan Sholle, Kelly Michalak, Kristina Dolan, Benjamin C. Lee, Alexander R. van Rosendael, Zahra Fatima, Jessica M. Peña, Peter W. F. Wilson, Antonio M. Gotto, Leslee J. Shaw, Lohendran Baskaran, Subhi J. Al’Aref, Simeon-Pierre Choukem

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Evaluating the Coronary Artery Disease Consortium Model and the Coronary Artery Calcium Score in Predicting Obstructive Coronary Artery Disease in a Symptomatic Mixed Asian Cohort by Lohendran Baskaran, Yu Pei Neo, Jing Kai Lee, Yeonyee Elizabeth Yoon, Yilin Jiang, Subhi J. Al’Aref, Alexander R. van Rosendael, Donghee Han, Fay Y. Lin, Rine Nakanishi, Pál Maurovich Horvat, Swee Yaw Tan, Todd C. Villines, Marcio S. Bittencourt, Leslee J. Shaw

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Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine by Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al’Aref, Yijia Li, Alexander Chen, Josef A. Brejt, Michael F. Chiang, Yifan Peng, Zhiyong Lu

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Comparing the pooled cohort equations and coronary artery calcium scores in a symptomatic mixed Asian cohort by Lohendran Baskaran, Lohendran Baskaran, Jing Kai Lee, Michelle Shi Min Ko, Subhi J. Al’Aref, Yu Pei Neo, Jien Sze Ho, Jien Sze Ho, Weiting Huang, Weiting Huang, Yeonyee Elizabeth Yoon, Donghee Han, Rine Nakanishi, Swee Yaw Tan, Swee Yaw Tan, Mouaz Al-Mallah, Matthew J. Budoff, Leslee J. Shaw

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Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure by Ashley N. Beecy, MD, Manasa Gummalla, BA, Evan Sholle, MS, Zhuoran Xu, MSc, Yiye Zhang, MSc, PhD, Kelly Michalak, BA, Kristina Dolan, BA, Yasin Hussain, MD, Benjamin C. Lee, PhD, Yongkang Zhang, PhD, Parag Goyal, MSc, MD, Thomas R. Campion, Jr., PhD, Leslee J. Shaw, PhD, Lohendran Baskaran, MBBS, Subhi J. Al’Aref, MD

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Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry by Donghee Han, Kranthi K. Kolli, Subhi J. Al'Aref, Lohendran Baskaran, Alexander R. van Rosendael, Heidi Gransar, Daniele Andreini, Matthew J. Budoff, Filippo Cademartiri, Kavitha Chinnaiyan, Jung Hyun Choi, Edoardo Conte, Hugo Marques, Pedro de Araújo Gonçalves, Ilan Gottlieb, Martin Hadamitzky, Jonathon A. Leipsic, Erica Maffei, Gianluca Pontone, Gilbert L. Raff, Sangshoon Shin, Yong‐Jin Kim, Byoung Kwon Lee, Eun Ju Chun, Ji Min Sung, Sang‐Eun Lee, Renu Virmani, Habib Samady, Peter Stone, Jagat Narula, Daniel S. Berman, Jeroen J. Bax, Leslee J. Shaw, Fay Y. Lin, James K. Min, Hyuk‐Jae Chang

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Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning. by Lohendran Baskaran, Subhi J Al'Aref, Gabriel Maliakal, Benjamin C Lee, Zhuoran Xu, Jeong W Choi, Sang-Eun Lee, Ji Min Sung, Fay Y Lin, Simon Dunham, Bobak Mosadegh, Yong-Jin Kim, Ilan Gottlieb, Byoung Kwon Lee, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Sanghoon Shin, Jung Hyun Choi, Kavitha Chinnaiyan, Martin Hadamitzky, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J Budoff, Jonathon A Leipsic, Gilbert L Raff, Renu Virmani, Habib Samady, Peter H Stone, Daniel S Berman, Jagat Narula, Jeroen J Bax, Hyuk-Jae Chang, James K Min, Leslee J Shaw

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

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