American Heart Association
AI and Novel Biomarkers in PH: New Frontiers in Pulmonary Vascular Medicine
Moderated Digital Poster Session
Clinical Science Zone 2, Moderated Digital Poster 22
Nov 10th , 09:15 AM - 09:55 AM
09 : 15 AM
Validation of a Non-invasive Machine Learning Algorithm to Assess Elevated Pulmonary Capillary Wedge Pressure at Point-of-Care
Burton Timothy, Nemati Navid, Fathieh Farhad, Gillins Horace, Shadforth Ian, Ramchandani Shyam, Bridges Charles
Final Pr. ID: MP2595
Authors: Burton Timothy, Nemati Navid, Fathieh Farhad, Gillins Horace, Shadforth Ian, Ramchandani Shyam, Bridges Charles
Keywords: Artificial Intelligence , HFpEF , Machine Learning , Pulmonary hypertension
09 : 22 AM
Evaluation of a Novel Artificial Intelligence Electrocardiogram Tool for Early Identification of Pulmonary Arterial Hypertension and Chronic Thromboembolic Pulmonary Hypertension
Dubrock Hilary, Carlson Katherine, Alger Heather, Frantz Robert, Wagner Tyler
Final Pr. ID: MP2596
Authors: Dubrock Hilary, Carlson Katherine, Alger Heather, Frantz Robert, Wagner Tyler
Keywords: Pulmonary hypertension , Artificial Intelligence , Outcomes , Electrocardiography , Cost-effectiveness
Frommeyer Timothy, Abdullahi Nasteha, Visovatti Scott, Zhang Ping, Vanderpool Rebecca
Final Pr. ID: MP2597
Authors: Frommeyer Timothy, Abdullahi Nasteha, Visovatti Scott, Zhang Ping, Vanderpool Rebecca
Keywords: Pulmonary hypertension , Right Ventricular , Machine Learning , Right Ventricular Dysfunction , Risk Factors
09 : 36 AM
A Multicenter Study of Detection of Pulmonary Hypertension Based on Point-of-Care 12- Lead ECG Data
Dubrock Hilary, Wieczorek Mikolaj, Hackett Sarah, Alger Heather, Carlson Katherine, Klugherz Paul, Carter Rickey, Wagner Tyler, Johnson Patrick, Frantz Robert, Strom Jordan, Waks Jonathan, Agarwal Richa, Hemnes Anna, Steinberg Benjamin, Pandey Ambarish
Final Pr. ID: MP2598
Authors: Dubrock Hilary, Wieczorek Mikolaj, Hackett Sarah, Alger Heather, Carlson Katherine, Klugherz Paul, Carter Rickey, Wagner Tyler, Johnson Patrick, Frantz Robert, Strom Jordan, Waks Jonathan, Agarwal Richa, Hemnes Anna, Steinberg Benjamin, Pandey Ambarish
Keywords: Pulmonary hypertension , Artificial Intelligence , Electrocardiography , Epidemiology , Electronic health records (EHRs)
09 : 43 AM
PAH-former: Transfer Learning for Efficient Discovery of Pulmonary Arterial Hypertension-Associated Genes
Kawakami Toshinaru, Takeda Norihiko, Hosokawa Sosuke, Ito Masamichi, Kurozumi Atsumasa, Tanaka Ryohei, Minatsuki Shun, Ishida Junichi, Isagawa Takayuki, Kodera Satoshi
Final Pr. ID: MP2599
Authors: Kawakami Toshinaru, Takeda Norihiko, Hosokawa Sosuke, Ito Masamichi, Kurozumi Atsumasa, Tanaka Ryohei, Minatsuki Shun, Ishida Junichi, Isagawa Takayuki, Kodera Satoshi
Keywords: Pulmonary hypertension , Biomedical informatics , Molecular biology
09 : 36 AM
A Multicenter Study of Detection of Pulmonary Hypertension Based on Point-of-Care 12- Lead ECG Data
Dubrock Hilary, Wieczorek Mikolaj, Hackett Sarah, Alger Heather, Carlson Katherine, Klugherz Paul, Carter Rickey, Wagner Tyler, Johnson Patrick, Frantz Robert, Strom Jordan, Waks Jonathan, Agarwal Richa, Hemnes Anna, Steinberg Benjamin, Pandey Ambarish
Final Pr. ID: MP2598
Authors: Dubrock Hilary, Wieczorek Mikolaj, Hackett Sarah, Alger Heather, Carlson Katherine, Klugherz Paul, Carter Rickey, Wagner Tyler, Johnson Patrick, Frantz Robert, Strom Jordan, Waks Jonathan, Agarwal Richa, Hemnes Anna, Steinberg Benjamin, Pandey Ambarish
Keywords: Pulmonary hypertension , Artificial Intelligence , Electrocardiography , Epidemiology , Electronic health records (EHRs)
09 : 22 AM
Evaluation of a Novel Artificial Intelligence Electrocardiogram Tool for Early Identification of Pulmonary Arterial Hypertension and Chronic Thromboembolic Pulmonary Hypertension
Dubrock Hilary, Carlson Katherine, Alger Heather, Frantz Robert, Wagner Tyler
Final Pr. ID: MP2596
Authors: Dubrock Hilary, Carlson Katherine, Alger Heather, Frantz Robert, Wagner Tyler
Keywords: Pulmonary hypertension , Artificial Intelligence , Outcomes , Electrocardiography , Cost-effectiveness
09 : 43 AM
PAH-former: Transfer Learning for Efficient Discovery of Pulmonary Arterial Hypertension-Associated Genes
Kawakami Toshinaru, Takeda Norihiko, Hosokawa Sosuke, Ito Masamichi, Kurozumi Atsumasa, Tanaka Ryohei, Minatsuki Shun, Ishida Junichi, Isagawa Takayuki, Kodera Satoshi
Final Pr. ID: MP2599
Authors: Kawakami Toshinaru, Takeda Norihiko, Hosokawa Sosuke, Ito Masamichi, Kurozumi Atsumasa, Tanaka Ryohei, Minatsuki Shun, Ishida Junichi, Isagawa Takayuki, Kodera Satoshi
Keywords: Pulmonary hypertension , Biomedical informatics , Molecular biology
Frommeyer Timothy, Abdullahi Nasteha, Visovatti Scott, Zhang Ping, Vanderpool Rebecca
Final Pr. ID: MP2597
Authors: Frommeyer Timothy, Abdullahi Nasteha, Visovatti Scott, Zhang Ping, Vanderpool Rebecca
Keywords: Pulmonary hypertension , Right Ventricular , Machine Learning , Right Ventricular Dysfunction , Risk Factors
09 : 15 AM
Validation of a Non-invasive Machine Learning Algorithm to Assess Elevated Pulmonary Capillary Wedge Pressure at Point-of-Care
Burton Timothy, Nemati Navid, Fathieh Farhad, Gillins Horace, Shadforth Ian, Ramchandani Shyam, Bridges Charles
Final Pr. ID: MP2595
Authors: Burton Timothy, Nemati Navid, Fathieh Farhad, Gillins Horace, Shadforth Ian, Ramchandani Shyam, Bridges Charles
Keywords: Artificial Intelligence , HFpEF , Machine Learning , Pulmonary hypertension