Showing Results from 1 to 12 of 146.
09 : 40 AM
3D Statistical Shape Analysis Predicts Type A Aortic Dissection Better Than Aortic Diameters
Marway Prabhvir, Campello Jorge Carlos Alberto, Wagner Catherine, Baker Timothy, Burris Nicholas
Final Pr. ID: MDP1501
Authors: Marway Prabhvir , Campello Jorge Carlos Alberto , Wagner Catherine , Baker Timothy , Burris Nicholas
Keywords: Aorta, Aortic Dissection, Imaging, Machine Learning, Prognosis
06 : 00 PM
A machine learning approach to classifying ischemic stroke etiology using variables available in the Get-with-the-Guidelines Stroke Registry
Lee Ho-joon, Schwamm Lee, Turner Ashby, De Havenon Adam, Kamel Hooman, Brandt Cynthia, Zhao Hongyu, Krumholz Harlan, Sharma Richa
Final Pr. ID: WMP49
Authors: Lee Ho-joon , Schwamm Lee , Turner Ashby , De Havenon Adam , Kamel Hooman , Brandt Cynthia , Zhao Hongyu , Krumholz Harlan , Sharma Richa
Keywords: Epidemiology, Quality improvement, Ischemic stroke, Machine Learning
10 : 30 AM
A Machine Learning Approach to Simplify Risk Stratification of Patients with Atherosclerotic Cardiovascular Disease
Li Hsin Fang, Gluckman Ty, Nute Andrew, Weerasinghe Roshanthi, Wendt Staci, Wilson Eleni, Sidelnikov Eduard, Kathe Niranjan, Swihart Charissa, Jones Laney
Final Pr. ID: Sa3113
Authors: Li Hsin Fang , Gluckman Ty , Nute Andrew , Weerasinghe Roshanthi , Wendt Staci , Wilson Eleni , Sidelnikov Eduard , Kathe Niranjan , Swihart Charissa , Jones Laney
Keywords: Arteriosclerosis, Cardiovascular disease, Machine Learning
Bailey Angela, Wang Wei, Shannon Clarence, Huling Jared, Tignanelli Christopher
Final Pr. ID: Su3069
Authors: Bailey Angela , Wang Wei , Shannon Clarence , Huling Jared , Tignanelli Christopher
Keywords: Machine Learning, Gender differences, Risk Factors, Myocardial infarction, Prediction model
07 : 00 PM
A Multi-Tier, Natural-Language Processing Framework to Automate Labeling of Acute Cerebrovascular Events From Radiology Reports and Diagnosis Codes
Erekat Asala, Stein Laura, Delman Bradley, Karp Adam, Kupersmith Mark, Kummer Benjamin
Final Pr. ID: WP207
Authors: Erekat Asala , Stein Laura , Delman Bradley , Karp Adam , Kupersmith Mark , Kummer Benjamin
Keywords: Natural language processing, Neuroendovascular (for stroke), Machine Learning
04 : 00 PM
A Novel EMR-Based Algorithm with the Virtual Echocardiography Screening Tool (VEST) to Screen Patients for Pulmonary Arterial Hypertension
Narowska Gabriela, Anand Suneesh, Gangireddy Chethan, Enevoldsen John, Keane Martin, Edmundowicz Daniel, Forfia Paul, Vaidya Anjali
Final Pr. ID: 4144283
Authors: Narowska Gabriela , Anand Suneesh , Gangireddy Chethan , Enevoldsen John , Keane Martin , Edmundowicz Daniel , Forfia Paul , Vaidya Anjali
Keywords: Artificial Intelligence, Machine Learning, Echocardiography, Pulmonary hypertension
11 : 45 AM
A Novel Machine Learning Strategy to Integrate Multi-Omics Data and Detect Genomic Loci and Gene-Environment Interactions for LDL Cholesterol
Li Changwei, Zhang Ruiyuan, Sun Yixi, Chen Jing, Wang Tao, Bazzano Lydia, Kelly Tanika, He Jiang
Final Pr. ID: 041
Authors: Li Changwei , Zhang Ruiyuan , Sun Yixi , Chen Jing , Wang Tao , Bazzano Lydia , Kelly Tanika , He Jiang
Keywords: Metabolomics, Genomics, Lipids, Machine Learning
03 : 15 PM
A Systematic Approach to Prompting Large Language Models for Automated Feature Extraction from Cardiovascular Imaging Reports
Goldfinger Shir, Mackay Emily, Chan Trevor, Eswar Vikram, Grasfield Rachel, Yan Vivian, Barreto David, Pouch Alison
Final Pr. ID: Su3124
Authors: Goldfinger Shir , Mackay Emily , Chan Trevor , Eswar Vikram , Grasfield Rachel , Yan Vivian , Barreto David , Pouch Alison
Keywords: Artificial Intelligence, Echocardiography, Machine Learning
11 : 30 AM
Accuracy, Hallucinations, and Misgeneralizations of Large Language Models in Reviewing Cardiology Literature
Fang Spencer, Pillai Joshua, Mahin Baharullah, Kim Sarah
Final Pr. ID: Su3113
Authors: Fang Spencer , Pillai Joshua , Mahin Baharullah , Kim Sarah
Keywords: Artificial Intelligence, Cardiology, Machine Learning
02 : 00 PM
Accuracy of Rule-based Natural Language Processing Models for Identification of Pulmonary Embolism
Rashedi Sina, Jimenez David, Monreal Manuel, Secemsky Eric, Klok Erik, Hunsaker Andetta, Aghayev Ayaz, Muriel Alfonso, Hussain Mohamad, Appah-sampong Abena, Aneja Sanjay, Krishnathasan Darsiya, Mojibian Hamid, Goldhaber Samuel, Wang Liqin, Zhou Li, Krumholz Harlan, Piazza Gregory, Bikdeli Behnood, Khairani Candrika, Bejjani Antoine, Lo Ying-chih, Zarghami Mehrdad, Mahajan Shiwani, Caraballo Cesar, Jimenez Ceja Jose Victor
Final Pr. ID: Sa1124
Authors: Rashedi Sina , Jimenez David , Monreal Manuel , Secemsky Eric , Klok Erik , Hunsaker Andetta , Aghayev Ayaz , Muriel Alfonso , Hussain Mohamad , Appah-sampong Abena , Aneja Sanjay , Krishnathasan Darsiya , Mojibian Hamid , Goldhaber Samuel , Wang Liqin , Zhou Li , Krumholz Harlan , Piazza Gregory , Bikdeli Behnood , Khairani Candrika , Bejjani Antoine , Lo Ying-chih , Zarghami Mehrdad , Mahajan Shiwani , Caraballo Cesar , Jimenez Ceja Jose Victor
Keywords: Pulmonary embolism, Thrombosis, Electronic health records (EHRs), Machine Learning, Imaging
Swanson Kyle, Wu Joseph, Mukherjee Souhrid, Walther Parker, Lai Celine, Yan Christopher, Shivnaraine Rabindra, Leitz Jeremy, Pang Paul, Zou James
Final Pr. ID: MDP1055
Authors: Swanson Kyle , Wu Joseph , Mukherjee Souhrid , Walther Parker , Lai Celine , Yan Christopher , Shivnaraine Rabindra , Leitz Jeremy , Pang Paul , Zou James
Keywords: Artificial Intelligence, Machine Learning, Drugs, Clinical trials
11 : 30 AM
Advanced Cardiac MRI Parameters Phenomapping to Predict Outcomes in Patients with Nonischemic Cardiomyopathy
Ammoury Carl, Tang Wai Hong, Wang Xiaofeng, Kwon Deborah, Wu Yanjun, Korkerdsup Theerawat, Wang Tom Kai Ming, Rizkallah Diane, Bodi Kashyap, Calcagno Tess, Chen David, Nguyen Christopher
Final Pr. ID: Su4128
Authors: Ammoury Carl , Tang Wai Hong , Wang Xiaofeng , Kwon Deborah , Wu Yanjun , Korkerdsup Theerawat , Wang Tom Kai Ming , Rizkallah Diane , Bodi Kashyap , Calcagno Tess , Chen David , Nguyen Christopher
Keywords: Machine Learning, Magnetic resonance imaging, Cardiomyopathy, Survival