American Heart Association
Echoes and ECGs: How AI Is Revolutionizing Pillars of Cardiovascular Diagnostics
Abstract Poster Session
Zone 3
Nov 18th , 10:30 AM - 11:30 AM
10 : 30 AM
Estimating Arterial Stiffness Using a Smart Ring and the Impact of HIIT Exercise: A Pilot Study
Ohukainen Pauli, Rantanen Aleksi, Pentikäinen Heikki, Kosonen Julia, Komulainen Pirjo, Savonen Kai, Koskimaki Heli
Final Pr. ID: Mo3071
Authors: Ohukainen Pauli, Rantanen Aleksi, Pentikäinen Heikki, Kosonen Julia, Komulainen Pirjo, Savonen Kai, Koskimaki Heli
Keywords: Arteries , Exercise , Exercise tests and training , Wearables , Pulse wave velocity (PWV)
10 : 30 AM
Identifying Clinical Stability After Heart Failure Discharge: A machine learning-based decision aid based on continuous ECG and accelerometry
Martin Claire, Brinker Lina, Pipke Matt, Perez Alday Erick Andres, Alla Srilakshmi, Steinhubl Steven, Edelberg Jay, Koren Michael, Wegerich Stephan, Kurio Gregory, Serghiou Stylianos, Sideris Konstantinos, Stehlik Josef, Cacho-soblechero Miguel, Sekaric Jadranka, Hanff Thomas, Schmalfuss Carsten, Lewis Neil, Sallam Karim, Hanson Heather
Final Pr. ID: Mo3070
Authors: Martin Claire, Brinker Lina, Pipke Matt, Perez Alday Erick Andres, Alla Srilakshmi, Steinhubl Steven, Edelberg Jay, Koren Michael, Wegerich Stephan, Kurio Gregory, Serghiou Stylianos, Sideris Konstantinos, Stehlik Josef, Cacho-soblechero Miguel, Sekaric Jadranka, Hanff Thomas, Schmalfuss Carsten, Lewis Neil, Sallam Karim, Hanson Heather
Keywords: Heart failure , adult , Machine Learning , Digital Health , Prediction model
10 : 30 AM
Predictive Potential of 12-Lead Electrocardiography for Left Ventricular Ejection Fraction: A Comparison between Regression Analysis and Classification.
Kawakami Hiroshi, Doi Yohei, Luo Yan, Yamamoto Kazumichi, Saito Makoto, Nishimura Kazuhisa, Inoue Katsuji, Ikeda Shuntaro, Yamaguchi Osamu
Final Pr. ID: Mo3069
Authors: Kawakami Hiroshi, Doi Yohei, Luo Yan, Yamamoto Kazumichi, Saito Makoto, Nishimura Kazuhisa, Inoue Katsuji, Ikeda Shuntaro, Yamaguchi Osamu
Keywords: Artificial Intelligence , Electrocardiography , Echocardiography , Machine Learning
10 : 30 AM
Stepwise Screening with AI-Enhanced Electrocardiogram and Point-of-Care Ultrasound Improves Cost Savings of Structural Heart Disease Detection Compared to AI-Enhanced Electrocardiogram Alone
Schlesinger Reid, Friedman Paul, Pislaru Sorin, Tsaban Gal, Alexandrino Francisco, Bird Jared, Kane Garvan, Deshmukh Abhishek, Pellikka Patricia, Oh Jae, Noseworthy Peter, Lopez-jimenez Francisco
Final Pr. ID: Mo3072
Authors: Schlesinger Reid, Friedman Paul, Pislaru Sorin, Tsaban Gal, Alexandrino Francisco, Bird Jared, Kane Garvan, Deshmukh Abhishek, Pellikka Patricia, Oh Jae, Noseworthy Peter, Lopez-jimenez Francisco
Keywords: Artificial Intelligence , Ultrasound , Prevention , Aortic stenosis , Heart failure
10 : 30 AM
AI-enhanced Electrocardiographic Evaluation of Left Ventricular Ejection Fraction and Outflow Tract Gradient in Hypertrophic Cardiomyopathy
Sangha Veer, Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: Mo3074
Authors: Sangha Veer, Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Keywords: Hypertrophic cardiomyopathy , Ejection fraction , Artificial Intelligence , Echocardiography , Electrocardiography
Dunn Michael, Lalush David, Wheaten Sterling, Stouffer George, Syed Faisal
Final Pr. ID: Mo3075
Authors: Dunn Michael, Lalush David, Wheaten Sterling, Stouffer George, Syed Faisal
Keywords: Machine Learning , Aortic stenosis , TAVI/TAVR , New technology , Artificial Intelligence
10 : 30 AM
Artificial Intelligence-Enhanced Electrocardiogram Trajectories for Age Estimation: Prognostic Assessment and Differential Prediction of Atrial Fibrillation Occurrence
Hwang Taehyun, Pak Hui-nam, Lee Moon-hyoung, Yu Hee Tae, Joung Boyoung, You Seng Chan, Kim Sangyeol, Eom Sujeong, Boo Dachung, Kim Subin, Kim Daehoon, Kim Tae-hoon, Uhm Jae-sun
Final Pr. ID: Mo3076
Authors: Hwang Taehyun, Pak Hui-nam, Lee Moon-hyoung, Yu Hee Tae, Joung Boyoung, You Seng Chan, Kim Sangyeol, Eom Sujeong, Boo Dachung, Kim Subin, Kim Daehoon, Kim Tae-hoon, Uhm Jae-sun
Keywords: Artificial Intelligence , Atrial fibrillation , Aging , Electrocardiography , Biomarkers
10 : 30 AM
Atrial Fibrillation Screening During Sinus Rhythm Periods by Interrelated Systems Dynamics Analysis
Keidar Noam, Elul Yonatan, Schuster Assaf, Bronstein Alex, Yaniv Yael
Final Pr. ID: Mo3077
Authors: Keidar Noam, Elul Yonatan, Schuster Assaf, Bronstein Alex, Yaniv Yael
Keywords: Atrial fibrillation , Stroke , Artificial Intelligence , mHealth , Personalized Medicine
10 : 30 AM
Optimal Approach to Generate Patient-Level Decision from Study-Level Predictions Using a Multimodal Deep Learning Model for Detecting Transthyretin Cardiac Amyloidosis
Finer Joshua, Poterucha Timothy, Haggerty Chris, Jing Linyuan, Jain Sneha, Einstein Andrew, Maurer Matthew, Raghunath Sushravya, Rocha Daniel, Elias Pierre
Final Pr. ID: Mo3078
Authors: Finer Joshua, Poterucha Timothy, Haggerty Chris, Jing Linyuan, Jain Sneha, Einstein Andrew, Maurer Matthew, Raghunath Sushravya, Rocha Daniel, Elias Pierre
Keywords: Amyloidosis , Echocardiography , Electrocardiography , Machine Learning
Makimoto Hisaki, Makimoto Asuka, Kelm Malte, Kario Kazuomi, Okatani Takayuki, Suganuma Masanori, Kabutoya Tomoyuki, Kohro Takahide, Ogata Yukiyo, Harada Kenji, Bejinariu Alexandru, Rana Obaida
Final Pr. ID: Mo3073
Authors: Makimoto Hisaki, Makimoto Asuka, Kelm Malte, Kario Kazuomi, Okatani Takayuki, Suganuma Masanori, Kabutoya Tomoyuki, Kohro Takahide, Ogata Yukiyo, Harada Kenji, Bejinariu Alexandru, Rana Obaida
Keywords: Electrocardiography , Ventricular function , Artificial Intelligence
10 : 30 AM
AI-enhanced Electrocardiographic Evaluation of Left Ventricular Ejection Fraction and Outflow Tract Gradient in Hypertrophic Cardiomyopathy
Sangha Veer, Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: Mo3074
Authors: Sangha Veer, Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Keywords: Hypertrophic cardiomyopathy , Ejection fraction , Artificial Intelligence , Echocardiography , Electrocardiography
Dunn Michael, Lalush David, Wheaten Sterling, Stouffer George, Syed Faisal
Final Pr. ID: Mo3075
Authors: Dunn Michael, Lalush David, Wheaten Sterling, Stouffer George, Syed Faisal
Keywords: Machine Learning , Aortic stenosis , TAVI/TAVR , New technology , Artificial Intelligence
10 : 30 AM
Artificial Intelligence-Enhanced Electrocardiogram Trajectories for Age Estimation: Prognostic Assessment and Differential Prediction of Atrial Fibrillation Occurrence
Hwang Taehyun, Pak Hui-nam, Lee Moon-hyoung, Yu Hee Tae, Joung Boyoung, You Seng Chan, Kim Sangyeol, Eom Sujeong, Boo Dachung, Kim Subin, Kim Daehoon, Kim Tae-hoon, Uhm Jae-sun
Final Pr. ID: Mo3076
Authors: Hwang Taehyun, Pak Hui-nam, Lee Moon-hyoung, Yu Hee Tae, Joung Boyoung, You Seng Chan, Kim Sangyeol, Eom Sujeong, Boo Dachung, Kim Subin, Kim Daehoon, Kim Tae-hoon, Uhm Jae-sun
Keywords: Artificial Intelligence , Atrial fibrillation , Aging , Electrocardiography , Biomarkers
10 : 30 AM
Atrial Fibrillation Screening During Sinus Rhythm Periods by Interrelated Systems Dynamics Analysis
Keidar Noam, Elul Yonatan, Schuster Assaf, Bronstein Alex, Yaniv Yael
Final Pr. ID: Mo3077
Authors: Keidar Noam, Elul Yonatan, Schuster Assaf, Bronstein Alex, Yaniv Yael
Keywords: Atrial fibrillation , Stroke , Artificial Intelligence , mHealth , Personalized Medicine
10 : 30 AM
Estimating Arterial Stiffness Using a Smart Ring and the Impact of HIIT Exercise: A Pilot Study
Ohukainen Pauli, Rantanen Aleksi, Pentikäinen Heikki, Kosonen Julia, Komulainen Pirjo, Savonen Kai, Koskimaki Heli
Final Pr. ID: Mo3071
Authors: Ohukainen Pauli, Rantanen Aleksi, Pentikäinen Heikki, Kosonen Julia, Komulainen Pirjo, Savonen Kai, Koskimaki Heli
Keywords: Arteries , Exercise , Exercise tests and training , Wearables , Pulse wave velocity (PWV)
10 : 30 AM
Identifying Clinical Stability After Heart Failure Discharge: A machine learning-based decision aid based on continuous ECG and accelerometry
Martin Claire, Brinker Lina, Pipke Matt, Perez Alday Erick Andres, Alla Srilakshmi, Steinhubl Steven, Edelberg Jay, Koren Michael, Wegerich Stephan, Kurio Gregory, Serghiou Stylianos, Sideris Konstantinos, Stehlik Josef, Cacho-soblechero Miguel, Sekaric Jadranka, Hanff Thomas, Schmalfuss Carsten, Lewis Neil, Sallam Karim, Hanson Heather
Final Pr. ID: Mo3070
Authors: Martin Claire, Brinker Lina, Pipke Matt, Perez Alday Erick Andres, Alla Srilakshmi, Steinhubl Steven, Edelberg Jay, Koren Michael, Wegerich Stephan, Kurio Gregory, Serghiou Stylianos, Sideris Konstantinos, Stehlik Josef, Cacho-soblechero Miguel, Sekaric Jadranka, Hanff Thomas, Schmalfuss Carsten, Lewis Neil, Sallam Karim, Hanson Heather
Keywords: Heart failure , adult , Machine Learning , Digital Health , Prediction model
Makimoto Hisaki, Makimoto Asuka, Kelm Malte, Kario Kazuomi, Okatani Takayuki, Suganuma Masanori, Kabutoya Tomoyuki, Kohro Takahide, Ogata Yukiyo, Harada Kenji, Bejinariu Alexandru, Rana Obaida
Final Pr. ID: Mo3073
Authors: Makimoto Hisaki, Makimoto Asuka, Kelm Malte, Kario Kazuomi, Okatani Takayuki, Suganuma Masanori, Kabutoya Tomoyuki, Kohro Takahide, Ogata Yukiyo, Harada Kenji, Bejinariu Alexandru, Rana Obaida
Keywords: Electrocardiography , Ventricular function , Artificial Intelligence
10 : 30 AM
Optimal Approach to Generate Patient-Level Decision from Study-Level Predictions Using a Multimodal Deep Learning Model for Detecting Transthyretin Cardiac Amyloidosis
Finer Joshua, Poterucha Timothy, Haggerty Chris, Jing Linyuan, Jain Sneha, Einstein Andrew, Maurer Matthew, Raghunath Sushravya, Rocha Daniel, Elias Pierre
Final Pr. ID: Mo3078
Authors: Finer Joshua, Poterucha Timothy, Haggerty Chris, Jing Linyuan, Jain Sneha, Einstein Andrew, Maurer Matthew, Raghunath Sushravya, Rocha Daniel, Elias Pierre
Keywords: Amyloidosis , Echocardiography , Electrocardiography , Machine Learning
10 : 30 AM
Predictive Potential of 12-Lead Electrocardiography for Left Ventricular Ejection Fraction: A Comparison between Regression Analysis and Classification.
Kawakami Hiroshi, Doi Yohei, Luo Yan, Yamamoto Kazumichi, Saito Makoto, Nishimura Kazuhisa, Inoue Katsuji, Ikeda Shuntaro, Yamaguchi Osamu
Final Pr. ID: Mo3069
Authors: Kawakami Hiroshi, Doi Yohei, Luo Yan, Yamamoto Kazumichi, Saito Makoto, Nishimura Kazuhisa, Inoue Katsuji, Ikeda Shuntaro, Yamaguchi Osamu
Keywords: Artificial Intelligence , Electrocardiography , Echocardiography , Machine Learning
10 : 30 AM
Stepwise Screening with AI-Enhanced Electrocardiogram and Point-of-Care Ultrasound Improves Cost Savings of Structural Heart Disease Detection Compared to AI-Enhanced Electrocardiogram Alone
Schlesinger Reid, Friedman Paul, Pislaru Sorin, Tsaban Gal, Alexandrino Francisco, Bird Jared, Kane Garvan, Deshmukh Abhishek, Pellikka Patricia, Oh Jae, Noseworthy Peter, Lopez-jimenez Francisco
Final Pr. ID: Mo3072
Authors: Schlesinger Reid, Friedman Paul, Pislaru Sorin, Tsaban Gal, Alexandrino Francisco, Bird Jared, Kane Garvan, Deshmukh Abhishek, Pellikka Patricia, Oh Jae, Noseworthy Peter, Lopez-jimenez Francisco
Keywords: Artificial Intelligence , Ultrasound , Prevention , Aortic stenosis , Heart failure