Application of deep neural networks for inferring pressure in polymeric acoustic transponders/sensors

por Alaie, Seyedhamidreza, Al’Aref, Subhi J.
Publicado 2023

Evaluation of Atherosclerotic Plaque in Non-invasive Coronary Imaging

por Dwivedi, Aeshita, Al'Aref, Subhi J., Lin, Fay Y., Min, James K.
Publicado 2018

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

por Xu, Jack, Mansour, Munthir, Pandey, Tarun, Jambhekar, Kedar, Al'Aref, Subhi J
Publicado 2021

Machine Learning for Predicting Intubations in Heart Failure Patients: the Challenge of the Right Approach

por Ghanta, Sai Nikhila, Gautam, Nitesh, Mehta, Jawahar L., Al’Aref, Subhi J.
Publicado 2023

Severely Calcified Pericardium Causing Constrictive Pericarditis

por Kaur, Jagdeep, Xu, Jack, Alturkmani, Hani J., Al’Aref, Subhi, Dhar, Gaurav
Publicado 2023

A Late Presentation of COVID-19 Vaccine-Induced Myocarditis

por Gautam, Nitesh, Saluja, Prachi, Fudim, Marat, Jambhekar, Kedar, Pandey, Tarun, Al'Aref, Subhi
Publicado 2021

HIGHER HDL CHOLESTEROL LEVELS DECREASE SUSCEPTIBILITY TO COVID-19 INFECTION

por Chidambaram, Vignesh, Kumar, Amudha, Seth, Bhavna, Voruganti, Dinesh, Al'Aref, Subhi J., Galiatsatos, Panagis, Karakousis, Petros C., Mehta, Jawahar L.
Publicado 2023

Mining multi-center heterogeneous medical data with distributed synthetic learning

por Chang, Qi, Yan, Zhennan, Zhou, Mu, Qu, Hui, He, Xiaoxiao, Zhang, Han, Baskaran, Lohendran, Al’Aref, Subhi, Li, Hongsheng, Zhang, Shaoting, Metaxas, Dimitris N.
Publicado 2023

Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning

por Chang, Qi, Yan, Zhennan, Zhou, Mu, Qu, Hui, He, Xiaoxiao, Zhang, Han, Baskaran, Lohendran, Al’Aref, Subhi, Li, Hongsheng, Zhang, Shaoting, Metaxas, Dimitris N.
Publicado 2023

Current and Future Applications of Artificial Intelligence in Coronary Artery Disease

por Gautam, Nitesh, Saluja, Prachi, Malkawi, Abdallah, Rabbat, Mark G., Al-Mallah, Mouaz H., Pontone, Gianluca, Zhang, Yiye, Lee, Benjamin C., Al’Aref, Subhi J.
Publicado 2022

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

por 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
Publicado 2019

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

por 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
Publicado 2021

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...

por 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
Publicado 2020

Efficacy and safety of sodium-glucose cotransporter 2 inhibitors initiation in patients with acute heart failure, with and without type 2 diabetes: a systematic review and meta-ana...

por Salah, Husam M., Al’Aref, Subhi J., Khan, Muhammad Shahzeb, Al-Hawwas, Malek, Vallurupalli, Srikanth, Mehta, Jawahar L., Mounsey, J. Paul, Greene, Stephen J., McGuire, Darren K., Lopes, Renato D., Fudim, Marat
Publicado 2022

HDL cholesterol levels and susceptibility to COVID-19

por Chidambaram, Vignesh, Kumar, Amudha, Majella, Marie Gilbert, Seth, Bhavna, Sivakumar, Ranjith Kumar, Voruganti, Dinesh, Bavineni, Mahesh, Baghal, Ahmad, Gates, Kim, Kumari, Annu, Al'Aref, Subhi J., Galiatsatos, Panagis, Karakousis, Petros C., Mehta, Jawahar L.
Publicado 2022

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

por 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.
Publicado 2020

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

por 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.
Publicado 2019

Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure

por Beecy, Ashley N., Gummalla, Manasa, Sholle, Evan, Xu, Zhuoran, Zhang, Yiye, Michalak, Kelly, Dolan, Kristina, Hussain, Yasin, Lee, Benjamin C., Zhang, Yongkang, Goyal, Parag, Campion, Thomas R., Shaw, Leslee J., Baskaran, Lohendran, Al’Aref, Subhi J.
Publicado 2020

Artificial Intelligence, Wearables and Remote Monitoring for Heart Failure: Current and Future Applications

por Gautam, Nitesh, Ghanta, Sai Nikhila, Mueller, Joshua, Mansour, Munthir, Chen, Zhongning, Puente, Clara, Ha, Yu Mi, Tarun, Tushar, Dhar, Gaurav, Sivakumar, Kalai, Zhang, Yiye, Halimeh, Ahmed Abu, Nakarmi, Ukash, Al-Kindi, Sadeer, DeMazumder, Deeptankar, Al’Aref, Subhi J.
Publicado 2022

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

por 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.
Publicado 2020