Development and multinational validation of an algorithmic strategy for high Lp(a) screening
Aminorroaya, Arya, Dhingra, Lovedeep S, Oikonomou, Evangelos K, Saadatagah, Seyedmohammad, Thangaraj, Phyllis, Vasisht Shankar, Sumukh, Spatz, Erica S, Khera, Rohan
Published in Nature cardiovascular research (01.05.2024)
Published in Nature cardiovascular research (01.05.2024)
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Journal Article
CarDS-Plus ECG Platform: Development and Feasibility Evaluation of a Multiplatform Artificial Intelligence Toolkit for Portable and Wearable Device Electrocardiograms
Shankar, Sumukh Vasisht, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (03.10.2023)
Published in medRxiv : the preprint server for health sciences (03.10.2023)
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Journal Article
An Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD
Dhingra, Lovedeep S, Aminorroaya, Arya, Sangha, Veer, Camargos, Aline Pedroso, Vasisht Shankar, Sumukh, Coppi, Andreas, Foppa, Murilo, Brant, Luisa Cc, Barreto, Sandhi M, Ribeiro, Antonio Luiz P, Krumholz, Harlan M, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (07.10.2024)
Published in medRxiv : the preprint server for health sciences (07.10.2024)
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EVIDENCE FROM RANDOMIZED CONTROLLED TRIAL TO REAL-WORLD PATIENTS USING ELECTRONIC HEALTH RECORD-ADAPTED DIGITAL TWINS: A NOVEL APPLICATION OF GENERATIVE ARTIFICIAL INTELLIGENCE
Thangaraj, Phyllis, Shankar, Sumukh Vasisht, Oikonomou, Evangelos K., Khera, Rohan
Published in Journal of the American College of Cardiology (02.04.2024)
Published in Journal of the American College of Cardiology (02.04.2024)
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Journal Article
Study Protocol for the Artificial Intelligence-Driven Evaluation of Structural Heart Diseases Using Wearable Electrocardiogram (ID-SHD)
Aminorroaya, Arya, Dhingra, Lovedeep Singh, Pedroso Camargos, Aline, Vasisht Shankar, Sumukh, Khunte, Akshay, Sangha, Veer, McNamara, Robert L, Haynes, Norrisa, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (19.03.2024)
Published in medRxiv : the preprint server for health sciences (19.03.2024)
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Retrieval-Augmented Generation for Extracting CHA₂DS₂-VASc Risk Factors from Unstructured Clinical Notes in Patients with Atrial Fibrillation
Adejumo, Philip, Thangaraj, Phyllis, Shankar, Sumukh Vasisht, Dhingra, Lovedeep Singh, Aminorroaya, Arya, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (22.09.2024)
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Published in medRxiv : the preprint server for health sciences (22.09.2024)
Journal Article
RCT-Twin-GAN Generates Digital Twins of Randomized Control Trials Adapted to Real-world Patients to Enhance their Inference and Application
Thangaraj, Phyllis M, Vasisht Shankar, Sumukh, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (15.12.2023)
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Published in medRxiv : the preprint server for health sciences (15.12.2023)
Journal Article
A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations
Thangaraj, Phyllis M, Shankar, Sumukh Vasisht, Huang, Sicong, Nadkarni, Girish, Mortazavi, Bobak, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (26.03.2024)
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Published in medRxiv : the preprint server for health sciences (26.03.2024)
Journal Article
Automated Transformation of Unstructured Cardiovascular Diagnostic Reports into Structured Datasets Using Sequentially Deployed Large Language Models
Shankar, Sumukh Vasisht, Dhingra, Lovedeep S, Aminorroaya, Arya, Adejumo, Philip, Nadkarni, Girish N, Xu, Hua, Brandt, Cynthia, Oikonomou, Evangelos K, Pedroso, Aline F, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (08.10.2024)
Published in medRxiv : the preprint server for health sciences (08.10.2024)
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Journal Article
Development and Multinational Validation of a Novel Algorithmic Strategy for High Lp(a) Screening
Aminorroaya, Arya, Dhingra, Lovedeep S, Oikonomou, Evangelos K, Saadatagah, Seyedmohammad, Thangaraj, Phyllis, Shankar, Sumukh Vasisht, Spatz, Erica S, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (19.09.2023)
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Published in medRxiv : the preprint server for health sciences (19.09.2023)
Journal Article
Development and Multinational Validation of an Ensemble Deep Learning Algorithm for Detecting and Predicting Structural Heart Disease Using Noisy Single-lead Electrocardiograms
Aminorroaya, Arya, Dhingra, Lovedeep S, Pedroso Camargos, Aline, Vasisht Shankar, Sumukh, Coppi, Andreas, Khunte, Akshay, Foppa, Murilo, Brant, Luisa Cc, Barreto, Sandhi M, Ribeiro, Antonio Luiz P, Krumholz, Harlan M, Oikonomou, Evangelos K, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (08.10.2024)
Published in medRxiv : the preprint server for health sciences (08.10.2024)
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Tracking the pre-clinical progression of transthyretin amyloid cardiomyopathy using artificial intelligence-enabled electrocardiography and echocardiography
Oikonomou, Evangelos K, Sangha, Veer, Shankar, Sumukh Vasisht, Coppi, Andreas, Krumholz, Harlan M, Nasir, Khurram, Miller, Edward J, Gallegos-Kattan, Cesia, Al-Kindi, Sadeer, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (26.08.2024)
Published in medRxiv : the preprint server for health sciences (26.08.2024)
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Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care
Khunte, Akshay, Sangha, Veer, Oikonomou, Evangelos K, Dhingra, Lovedeep Singh, Aminorroaya, Arya, Coppi, Andreas, Vasisht Shankar, Sumukh, Mortazavi, Bobak J, Bhatt, Deepak L, Krumholz, Harlan M, Nadkarni, Girish, Vaid, Akhil, Khera, Rohan
Published in medRxiv : the preprint server for health sciences (18.02.2024)
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Published in medRxiv : the preprint server for health sciences (18.02.2024)
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