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Keywords: Echocardiography
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Proceedings Papers

Deep Unsupervised Clustering of Sparse Echo Data to Identify Patients for Implantation of Cardioverter-Defibrillator

Moein Enayati, Nasibeh Zanjirani Farahani, Christopher G. Scott, Johan M. Bos, Xiaoxi Yao, Che G. Ngufor, Michael J. Ackerman, Adelaide Arruda-Olson
Proc. ASME. DMD2022, 2022 Design of Medical Devices Conference, V001T01A008, April 11–14, 2022
Paper No: DMD2022-1074
DOI: https://doi.org/10.1115/DMD2022-1074
...-Defibrillator Hypertrophy Cardiomyopathy Echocardiography Proceedings of the 2022 Design of Medical Devices Conference DMD2022 April 11-14, 2022, Minneapolis, MN, USA DMD2022-1074 DEEP UNSUPERVISED CLUSTERING OF SPARSE ECHO DATA TO IDENTIFY PATIENTS FOR IMPLANTATION OF CARDIOVERTER-DEFIBRILLATOR Moein...
View Paper titled, Deep Unsupervised Clustering of Sparse Echo Data to Identify Patients for Implantation of Cardioverter-Defibrillator
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Topics: Echoes, Diseases, Algorithms, Decision making, Echocardiography, Statistics
Proceedings Papers

Application of Machine Learning for Detection of Hypertrophic Cardiomyopathy Patients from Echocardiogram Measurements

Nasibeh Zanjirani Farahani, Moein Enayati, Divaakar Siva Baala Sundaram, Devanshi Damani, Vinod C. Kaggal, April L. Zacher, Jeffrey B. Geske, Garvan Kane, Shivaram Poigai Arunachalam, Kalyan Pasupathy, Adelaide M. Arruda-Olson
Proc. ASME. DMD2021, 2021 Design of Medical Devices Conference, V001T02A009, April 12–15, 2021
Paper No: DMD2021-1078
DOI: https://doi.org/10.1115/DMD2021-1078
... Abstract Hypertrophic cardiomyopathy (HCM) is a heritable, phenotypically diverse, and often asymptomatic heart muscle disease which is a major cause of sudden cardiac death (SCD) in young adults. The gold-standard for the diagnosis of HCM is echocardiography (echo), which is an ultrasound...
View Paper titled, Application of Machine Learning for Detection of Hypertrophic Cardiomyopathy Patients from Echocardiogram Measurements
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Topics: Echocardiography, Machine learning