American Heart Association
Artificial Intelligence in Imaging and Multimodal Biomarkers: Advancing Precision Diagnostics and Prognostics
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 8th , 09:15 AM - 10:25 AM
09 : 15 AM
AI-driven Measurement of Myosteatosis in Coronary Artery Calcium Scans Predicts Atrial Fibrillation and Heart Failure. An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Azimi Amir, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Yankelevitz David, Mirjalili Seyed Reza, Henschke Claudia, Wong Nathan, Vliegenthart Rozemarijn, Mcconnell Michael, Maron David, Branch Andrea, Kloner Robert, Mechanick Jeffrey, Ma Ning, Yip Rowena, Fan Wenjun, Roy Sion, Nasir Khurram, Molloi Sabee, Fayad Zahi, Kakadiaris Ioannis, Abela George, Narula Jagat, Williams Kim, Shah Prediman, Benjamin Emelia, Levy Daniel
Final Pr. ID: MP560
Authors: Naghavi Morteza, Azimi Amir, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Yankelevitz David, Mirjalili Seyed Reza, Henschke Claudia, Wong Nathan, Vliegenthart Rozemarijn, Mcconnell Michael, Maron David, Branch Andrea, Kloner Robert, Mechanick Jeffrey, Ma Ning, Yip Rowena, Fan Wenjun, Roy Sion, Nasir Khurram, Molloi Sabee, Fayad Zahi, Kakadiaris Ioannis, Abela George, Narula Jagat, Williams Kim, Shah Prediman, Benjamin Emelia, Levy Daniel
Keywords: Cardiovascular disease prevention , Computed tomography , Artificial Intelligence , Atrial fibrillation , Heart failure
09 : 22 AM
AI-enabled Ascending Aorta and Pulmonary Trunk Volumetry in Coronary Artery Calcium Scans for Heart Failure Prediction: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wong Nathan, Wasserthal Jakob, Henschke Claudia, Yankelevitz David
Final Pr. ID: MP561
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wong Nathan, Wasserthal Jakob, Henschke Claudia, Yankelevitz David
09 : 29 AM
AI-Measured Thoracic Ascending Aortic Calcification in CAC Scans Predicts Cardiovascular Events: An AI-CVD study in the FHS Offspring Cohort
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Wong Nathan, Benjamin Emelia, Levy Daniel
Final Pr. ID: MP562
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Wong Nathan, Benjamin Emelia, Levy Daniel
Keywords: Calcification , Thoracic Aorta , Cardiovascular disease , Prevention
09 : 36 AM
Artificial Intelligence-Based Coronary Artery Calcium (AI-CAC) Score Empowers the “Power of Zero”: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Mcconnell Mike, Maron David, Williams Kim, Vliegenthart Rozemarijn, Nasir Khurram, Narula Jagat, Benjamin Emelia, Levy Daniel, Henschke Claudia, Yankelevitz David, Wong Nathan
Final Pr. ID: MP563
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Mcconnell Mike, Maron David, Williams Kim, Vliegenthart Rozemarijn, Nasir Khurram, Narula Jagat, Benjamin Emelia, Levy Daniel, Henschke Claudia, Yankelevitz David, Wong Nathan
Keywords: Calcification , Coronary vessels , Subclinical atherosclerosis
09 : 43 AM
Automated Aortic Valve Calcification Scoring: Multicenter External Validation of a Deep Learning Algorithm
Zheng Jimmy, Alkan Eren, Deshpande Aniruddha, Efobi Jo Ann, Fearon William, Heidenreich Paul, Khandwala Nishith, Maron David, Fernandes Cordeiro De Morais Felipe, Rodriguez Fatima, Eng David, Sandhu Alexander
Final Pr. ID: MP564
Authors: Zheng Jimmy, Alkan Eren, Deshpande Aniruddha, Efobi Jo Ann, Fearon William, Heidenreich Paul, Khandwala Nishith, Maron David, Fernandes Cordeiro De Morais Felipe, Rodriguez Fatima, Eng David, Sandhu Alexander
Keywords: Aortic valve stenosis , Artificial Intelligence , Cardiovascular imaging
09 : 50 AM
Automated Aortic Valve Motion Analysis from Echocardiography for Efficient Classification of Aortic Stenosis Severity
Mohammed Farhan, Meredith Tom, Pomeroy Amy, Barbieri Sebastiano, Meijering Erik, Kovacic Jason, Hayward Christopher, Muller David, Feneley Michael, Namasivayam Mayooran
Final Pr. ID: MP565
Authors: Mohammed Farhan, Meredith Tom, Pomeroy Amy, Barbieri Sebastiano, Meijering Erik, Kovacic Jason, Hayward Christopher, Muller David, Feneley Michael, Namasivayam Mayooran
Keywords: Aortic stenosis , Machine Learning , Cardiovascular imaging , Imaging , Echocardiography
09 : 57 AM
Diagnostic Performance of AI-Assisted Coronary CT Angiography: A Systematic Review and Meta-Analysis
Hafez Abdelrahman, Sobhy Ahmed, Ashour Mennatullah, Aiash Karim, Aldemerdash Abdulrahman, Radi Amro Mahmoud, Elissawy Amir, Zahrawi Khaled, Besheya Tawfik, Riccelli Richard, Elaraby Ahmed, Arora Ayaan, Almahmoud Dina, Jishu Jessan, Toraih Eman, Aiash Hani
Final Pr. ID: MP566
Authors: Hafez Abdelrahman, Sobhy Ahmed, Ashour Mennatullah, Aiash Karim, Aldemerdash Abdulrahman, Radi Amro Mahmoud, Elissawy Amir, Zahrawi Khaled, Besheya Tawfik, Riccelli Richard, Elaraby Ahmed, Arora Ayaan, Almahmoud Dina, Jishu Jessan, Toraih Eman, Aiash Hani
Keywords: Artificial Intelligence , Computed tomography , Coronary artery disease , Coronary artery calcification (CAC) , Cardiovascular imaging
Mahmoudi Elham, Nardi Valentina, Saba Luca, Benson John, Lerman Amir, Erickson Bradley
Final Pr. ID: MP567
Authors: Mahmoudi Elham, Nardi Valentina, Saba Luca, Benson John, Lerman Amir, Erickson Bradley
Keywords: Carotid arteries , Atherosclerosis , Artificial Intelligence , CT angiography , Imaging
10 : 11 AM
Multimodal AI Signatures of Cardiac Remodeling Independently Predict Worse Aortic Stenosis Prognosis
Luo Wendy, Khera Rohan, Oikonomou Evangelos
Final Pr. ID: MP568
Authors: Luo Wendy, Khera Rohan, Oikonomou Evangelos
Keywords: Machine Learning , Artificial Intelligence , Aortic stenosis , Cardiac MRI , Electrocardiography
09 : 15 AM
AI-driven Measurement of Myosteatosis in Coronary Artery Calcium Scans Predicts Atrial Fibrillation and Heart Failure. An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Azimi Amir, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Yankelevitz David, Mirjalili Seyed Reza, Henschke Claudia, Wong Nathan, Vliegenthart Rozemarijn, Mcconnell Michael, Maron David, Branch Andrea, Kloner Robert, Mechanick Jeffrey, Ma Ning, Yip Rowena, Fan Wenjun, Roy Sion, Nasir Khurram, Molloi Sabee, Fayad Zahi, Kakadiaris Ioannis, Abela George, Narula Jagat, Williams Kim, Shah Prediman, Benjamin Emelia, Levy Daniel
Final Pr. ID: MP560
Authors: Naghavi Morteza, Azimi Amir, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Yankelevitz David, Mirjalili Seyed Reza, Henschke Claudia, Wong Nathan, Vliegenthart Rozemarijn, Mcconnell Michael, Maron David, Branch Andrea, Kloner Robert, Mechanick Jeffrey, Ma Ning, Yip Rowena, Fan Wenjun, Roy Sion, Nasir Khurram, Molloi Sabee, Fayad Zahi, Kakadiaris Ioannis, Abela George, Narula Jagat, Williams Kim, Shah Prediman, Benjamin Emelia, Levy Daniel
Keywords: Cardiovascular disease prevention , Computed tomography , Artificial Intelligence , Atrial fibrillation , Heart failure
09 : 22 AM
AI-enabled Ascending Aorta and Pulmonary Trunk Volumetry in Coronary Artery Calcium Scans for Heart Failure Prediction: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wong Nathan, Wasserthal Jakob, Henschke Claudia, Yankelevitz David
Final Pr. ID: MP561
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wong Nathan, Wasserthal Jakob, Henschke Claudia, Yankelevitz David
09 : 29 AM
AI-Measured Thoracic Ascending Aortic Calcification in CAC Scans Predicts Cardiovascular Events: An AI-CVD study in the FHS Offspring Cohort
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Wong Nathan, Benjamin Emelia, Levy Daniel
Final Pr. ID: MP562
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Wong Nathan, Benjamin Emelia, Levy Daniel
Keywords: Calcification , Thoracic Aorta , Cardiovascular disease , Prevention
09 : 36 AM
Artificial Intelligence-Based Coronary Artery Calcium (AI-CAC) Score Empowers the “Power of Zero”: An AI-CVD Study within the Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Mcconnell Mike, Maron David, Williams Kim, Vliegenthart Rozemarijn, Nasir Khurram, Narula Jagat, Benjamin Emelia, Levy Daniel, Henschke Claudia, Yankelevitz David, Wong Nathan
Final Pr. ID: MP563
Authors: Naghavi Morteza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Atlas Thomas, Wasserthal Jakob, Mcconnell Mike, Maron David, Williams Kim, Vliegenthart Rozemarijn, Nasir Khurram, Narula Jagat, Benjamin Emelia, Levy Daniel, Henschke Claudia, Yankelevitz David, Wong Nathan
Keywords: Calcification , Coronary vessels , Subclinical atherosclerosis
09 : 43 AM
Automated Aortic Valve Calcification Scoring: Multicenter External Validation of a Deep Learning Algorithm
Zheng Jimmy, Alkan Eren, Deshpande Aniruddha, Efobi Jo Ann, Fearon William, Heidenreich Paul, Khandwala Nishith, Maron David, Fernandes Cordeiro De Morais Felipe, Rodriguez Fatima, Eng David, Sandhu Alexander
Final Pr. ID: MP564
Authors: Zheng Jimmy, Alkan Eren, Deshpande Aniruddha, Efobi Jo Ann, Fearon William, Heidenreich Paul, Khandwala Nishith, Maron David, Fernandes Cordeiro De Morais Felipe, Rodriguez Fatima, Eng David, Sandhu Alexander
Keywords: Aortic valve stenosis , Artificial Intelligence , Cardiovascular imaging
09 : 50 AM
Automated Aortic Valve Motion Analysis from Echocardiography for Efficient Classification of Aortic Stenosis Severity
Mohammed Farhan, Meredith Tom, Pomeroy Amy, Barbieri Sebastiano, Meijering Erik, Kovacic Jason, Hayward Christopher, Muller David, Feneley Michael, Namasivayam Mayooran
Final Pr. ID: MP565
Authors: Mohammed Farhan, Meredith Tom, Pomeroy Amy, Barbieri Sebastiano, Meijering Erik, Kovacic Jason, Hayward Christopher, Muller David, Feneley Michael, Namasivayam Mayooran
Keywords: Aortic stenosis , Machine Learning , Cardiovascular imaging , Imaging , Echocardiography
09 : 57 AM
Diagnostic Performance of AI-Assisted Coronary CT Angiography: A Systematic Review and Meta-Analysis
Hafez Abdelrahman, Sobhy Ahmed, Ashour Mennatullah, Aiash Karim, Aldemerdash Abdulrahman, Radi Amro Mahmoud, Elissawy Amir, Zahrawi Khaled, Besheya Tawfik, Riccelli Richard, Elaraby Ahmed, Arora Ayaan, Almahmoud Dina, Jishu Jessan, Toraih Eman, Aiash Hani
Final Pr. ID: MP566
Authors: Hafez Abdelrahman, Sobhy Ahmed, Ashour Mennatullah, Aiash Karim, Aldemerdash Abdulrahman, Radi Amro Mahmoud, Elissawy Amir, Zahrawi Khaled, Besheya Tawfik, Riccelli Richard, Elaraby Ahmed, Arora Ayaan, Almahmoud Dina, Jishu Jessan, Toraih Eman, Aiash Hani
Keywords: Artificial Intelligence , Computed tomography , Coronary artery disease , Coronary artery calcification (CAC) , Cardiovascular imaging
Mahmoudi Elham, Nardi Valentina, Saba Luca, Benson John, Lerman Amir, Erickson Bradley
Final Pr. ID: MP567
Authors: Mahmoudi Elham, Nardi Valentina, Saba Luca, Benson John, Lerman Amir, Erickson Bradley
Keywords: Carotid arteries , Atherosclerosis , Artificial Intelligence , CT angiography , Imaging
10 : 11 AM
Multimodal AI Signatures of Cardiac Remodeling Independently Predict Worse Aortic Stenosis Prognosis
Luo Wendy, Khera Rohan, Oikonomou Evangelos
Final Pr. ID: MP568
Authors: Luo Wendy, Khera Rohan, Oikonomou Evangelos
Keywords: Machine Learning , Artificial Intelligence , Aortic stenosis , Cardiac MRI , Electrocardiography