Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability

Sebastian D. Goodfellow, Dmitrii Shubin, Robert W. Greer, Sujay Nagaraj, Carson McLean, Will Dixon, Andrew J. Goodwin, Azadeh Assadi, Anusha Jegatheeswaran, Peter C. Laussen, Mjaye Mazwi, Danny Eytan. Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability. In Computing in Cardiology, CinC 2020, Rimini, Italy, September 13-16, 2020. pages 1-4, IEEE, 2020. [doi]

Authors

Sebastian D. Goodfellow

This author has not been identified. Look up 'Sebastian D. Goodfellow' in Google

Dmitrii Shubin

This author has not been identified. Look up 'Dmitrii Shubin' in Google

Robert W. Greer

This author has not been identified. Look up 'Robert W. Greer' in Google

Sujay Nagaraj

This author has not been identified. Look up 'Sujay Nagaraj' in Google

Carson McLean

This author has not been identified. Look up 'Carson McLean' in Google

Will Dixon

This author has not been identified. Look up 'Will Dixon' in Google

Andrew J. Goodwin

This author has not been identified. Look up 'Andrew J. Goodwin' in Google

Azadeh Assadi

This author has not been identified. Look up 'Azadeh Assadi' in Google

Anusha Jegatheeswaran

This author has not been identified. Look up 'Anusha Jegatheeswaran' in Google

Peter C. Laussen

This author has not been identified. Look up 'Peter C. Laussen' in Google

Mjaye Mazwi

This author has not been identified. Look up 'Mjaye Mazwi' in Google

Danny Eytan

This author has not been identified. Look up 'Danny Eytan' in Google