Antonis A Armoundas

Affiliations

Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA.
Institute for Medical Engineering and Science, Massachusetts Institute of Technology Cambridge, MA.

Publications (34)

The inclusion of augmented intelligence in medicine: A framework for successful implementation.

Cell reports. Medicine

Avec: George Bazoukis , Jennifer Hall , Joseph Loscalzo , Elliott Marshall Antman , Valentín Fuster , Antonis A Armoundas

Fractal dynamics of individual mitochondrial oscillators measure local inter-mitochondrial coupling.

Biophysical journal

Avec: Felix T Kurz , Miguel A Aon , Heinz-Peter Schlemmer , Johann M E Jende , Brian O'Rourke , Antonis A Armoundas

Data Interoperability for Ambulatory Monitoring of Cardiovascular Disease: A Scientific Statement From the American Heart Association.

Circulation. Genomic and precision medicine

Avec: Antonis A Armoundas , Faraz S Ahmad , Derrick A Bennett , Mina K Chung , Leslie L Davis , Jessilyn Dunn , Sanjiv M Narayan , David J Slotwiner , Kevin Keith Wiley , Rohan Khera , Auteur inconnu

Use of the inverse solution guidance algorithm method for RF ablation catheter guidance.

Journal of cardiovascular electrophysiology

Avec: Wener Lv , Conor D Barrett , Tatsuya Arai , Aneesh Bapat , Antonis A Armoundas , Richard J Cohen , Kichang Lee

Utility of a Smartphone Based System (cvrPhone) to Predict Short-term Arrhythmia Susceptibility.

Scientific reports

Avec: Kwanghyun Sohn , Steven P Dalvin , Faisal M Merchant , Kanchan Kulkarni , Furrukh Sana , Shady Abohashem , Jagmeet P Singh , E Kevin Heist , Chris Owen , Eric M Isselbacher , Antonis A Armoundas

Diabetes Increases the Vulnerability of the Cardiac Mitochondrial Network to Criticality.

Frontiers in physiology

Avec: Larissa Vetter , Sonia Cortassa , Brian O'Rourke , Antonis A Armoundas , Djahida Bedja , Johann M E Jende , Martin Bendszus , Nazareno Paolocci , Steven J Sollot , Miguel A Aon , Felix T Kurz

An Optimized Machine Learning Model Accurately Predicts In-Hospital Outcomes at Admission to a Cardiac Unit.

Diagnostics (Basel, Switzerland)

Avec: Sandeep Chandra Bollepalli , Ashish Kumar Sahani , Naved Aslam , Bishav Mohan , Kanchan Kulkarni , Abhishek Goyal , Bhupinder Singh , Gurbhej Singh , Ankit Mittal , Rohit Tandon , Shibba Takkar Chhabra , Gurpreet S Wander , Antonis A Armoundas

RespiCo: A novel, flexible, and stand-alone electronic respiratory coaching device.

HardwareX

Avec: Kanchan Kulkarni , John H Nichols , Antonis A Armoundas , Jesse D Roberts

Cardiac contractility modulation in patients with heart failure - A review of the literature.

Heart failure reviews

Avec: George Bazoukis , Athanasios Saplaouras , Polyxeni Efthymiou , Andronicos Yiannikourides , Tong Liu , Konstantinos P Letsas , Michael Efremidis , Konstantinos Lampropoulos , Sotirios Xydonas , Gary Tse , Antonis A Armoundas

Accuracy of cardiac ablation catheter guidance by means of a single equivalent moving dipole inverse algorithm to identify sites of origin of cardiac electrical activation.

Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing

Avec: Wener Lv , Kichang Lee , Tatsuya Arai , Conor D Barrett , Maysun M Hasan , Alison M Hayward , Robert P Marini , Maya E Barley , Anna Galea , Gordon Hirschman , Antonis A Armoundas , Richard J Cohen

Conditional Up-Regulation of SERCA2a Exacerbates RyR2-Dependent Ventricular and Atrial Arrhythmias.

International journal of molecular sciences

Avec: Bin Liu , Qing Lou , Heather Smith , Florencia Velez-Cortes , Wolfgang H Dillmann , Björn C Knollmann , Antonis A Armoundas , Sándor Györke

Machine learning versus conventional clinical methods in guiding management of heart failure patients-a systematic review.

Heart failure reviews

Avec: George Bazoukis , Stavros Stavrakis , Jiandong Zhou , Sandeep Chandra Bollepalli , Gary Tse , Qingpeng Zhang , Jagmeet P Singh , Antonis A Armoundas

Real-Time Closed-Loop Suppression of Repolarization Alternans Reduces Arrhythmia Susceptibility In Vivo.

Circulation. Arrhythmia and electrophysiology

Avec: Faisal M Merchant , Omid Sayadi , Kwanghyun Sohn , Eric H Weiss , Dheeraj Puppala , Rajiv Doddamani , Jagmeet P Singh , E Kevin Heist , Chris Owen , Kanchan Kulkarni , Antonis A Armoundas

Real-time machine learning-based intensive care unit alarm classification without prior knowledge of the underlying rhythm.

European heart journal. Digital health

Avec: Wan-Tai M Au-Yeung , Rahul K Sevakula , Ashish K Sahani , Mohamad Kassab , Richard Boyer , Eric M Isselbacher , Antonis A Armoundas

Low-Level Tragus Stimulation Modulates Atrial Alternans and Fibrillation Burden in Patients With Paroxysmal Atrial Fibrillation.

Journal of the American Heart Association

Avec: Kanchan Kulkarni , Jagmeet P Singh , Kimberly A Parks , Demosthenes G Katritsis , Stavros Stavrakis , Antonis A Armoundas

Clinical significance, challenges and limitations in using artificial intelligence for electrocardiography-based diagnosis.

International journal of arrhythmia

Avec: Cheuk To Chung , Sharen Lee , Emma King , Tong Liu , Antonis A Armoundas , George Bazoukis , Gary Tse

Principles for Health Information Collection, Sharing, and Use: A Policy Statement From the American Heart Association.

Circulation

Avec: Kayte Spector-Bagdady , Antonis A Armoundas , Rima Arnaout , Jennifer L Hall , Brooke Yeager McSwain , Joshua W Knowles , W Nicholson Price , Danda B Rawat , Barbara Riegel , Tracy Y Wang , Kevin Wiley , Mina K Chung , Auteur inconnu

Wearable Devices for Ambulatory Cardiac Monitoring: JACC State-of-the-Art Review.

Journal of the American College of Cardiology

Avec: Furrukh Sana , Eric M Isselbacher , Jagmeet P Singh , E Kevin Heist , Bhupesh Pathik , Antonis A Armoundas

Autonomic Modulation of Cardiac Arrhythmias: Methods to Assess Treatment and Outcomes.

JACC. Clinical electrophysiology

Avec: Stavros Stavrakis , Kanchan Kulkarni , Jagmeet P Singh , Demosthenes G Katritsis , Antonis A Armoundas

Reduction of false alarms in the intensive care unit using an optimized machine learning based approach.

NPJ digital medicine

Avec: Wan-Tai M Au-Yeung , Ashish K Sahani , Eric M Isselbacher , Antonis A Armoundas

Utility of a smartphone based system (cvrphone) to accurately determine apneic events from electrocardiographic signals.

PloS one

Avec: Kwanghyun Sohn , Faisal M Merchant , Shady Abohashem , Kanchan Kulkarni , Jagmeet P Singh , E Kevin Heist , Chris Owen , Jesse D Roberts , Eric M Isselbacher , Furrukh Sana , Antonis A Armoundas

Ambulatory monitoring promises equitable personalized healthcare delivery in underrepresented patients.

European heart journal. Digital health

Avec: Kanchan Kulkarni , Rahul Kumar Sevakula , Mohamad B Kassab , John Nichols , Jesse D Roberts , Eric M Isselbacher , Antonis A Armoundas

Vagus Nerve Stimulation and Inflammation in Cardiovascular Disease: A State-of-the-Art Review.

Journal of the American Heart Association

Avec: George Bazoukis , Stavros Stavrakis , Antonis A Armoundas

Application of artificial intelligence in the diagnosis of sleep apnea.

Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine

Avec: George Bazoukis , Sandeep Chandra Bollepalli , Cheuk To Chung , Xinmu Li , Gary Tse , Bethany L Bartley , Salma Batool-Anwar , Stuart F Quan , Antonis A Armoundas

Autonomic Nervous System and Cardiac Metabolism: Links Between Autonomic and Metabolic Remodeling in Atrial Fibrillation.

JACC. Clinical electrophysiology

Avec: Praloy Chakraborty , Kassem Farhat , Sunny S Po , Antonis A Armoundas , Stavros Stavrakis

Use of Artificial Intelligence in Improving Outcomes in Heart Disease: A Scientific Statement From the American Heart Association.

Circulation

Avec: Antonis A Armoundas , Sanjiv M Narayan , Donna K Arnett , Kayte Spector-Bagdady , Derrick A Bennett , Leo Anthony Celi , Paul A Friedman , Michael H Gollob , Jennifer L Hall , Anne E Kwitek , Elle Lett , Bijoy K Menon , Katherine A Sheehan , Salah S Al-Zaiti , Auteur inconnu

Real-Time Arrhythmia Detection Using Hybrid Convolutional Neural Networks.

Journal of the American Heart Association

Avec: Sandeep Chandra Bollepalli , Rahul K Sevakula , Wan-Tai M Au-Yeung , Mohamad B Kassab , Faisal M Merchant , George Bazoukis , Richard Boyer , Eric M Isselbacher , Antonis A Armoundas

Modified middle cerebral artery occlusion model provides detailed intraoperative cerebral blood flow registration and improves neurobehavioral evaluation.

Journal of neuroscience methods

Avec: Maria Shvedova , Mohammad Rashedul Islam , Antonis A Armoundas , Nina D Anfinogenova , Christiane D Wrann , Dmitriy N Atochin

Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System.

Sensors (Basel, Switzerland)

Avec: Qingxue Zhang , David Arney , Julian M Goldman , Eric M Isselbacher , Antonis A Armoundas

Machine learning techniques for arrhythmic risk stratification: a review of the literature.

International journal of arrhythmia

Avec: Cheuk To Chung , George Bazoukis , Sharen Lee , Ying Liu , Tong Liu , Konstantinos P Letsas , Antonis A Armoundas , Gary Tse

Clinical Potential of Beat-to-Beat Diastolic Interval Control in Preventing Cardiac Arrhythmias.

Journal of the American Heart Association

Avec: Kanchan Kulkarni , Richard D Walton , Antonis A Armoundas , Elena G Tolkacheva

Investigating Electrophysiological Markers of Arrhythmogenesis in a Chronic Myocardial Infarction Ovine Model.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Kanchan Kulkarni , Nestor Pallares-Lupon , Antonis A Armoundas , Philippe Pasdois , Olivier Bernus , Richard D Walton

The Science of Precision Prevention: Research Opportunities and Clinical Applications to Reduce Cardiovascular Health Disparities.

JACC. Advances

Avec: Thomas A Pearson , Debbie Vitalis , Charlotte Pratt , Rebecca Campo , Antonis A Armoundas , David Au , Bettina Beech , Olga Brazhnik , Christopher G Chute , Karina W Davidson , Ana V Diez-Roux , Lawrence J Fine , Davera Gabriel , Peter Groenveld , Jaclyn Hall , Alison B Hamilton , Hui Hu , Heng Ji , Amy Kind , William E Kraus , Harlan Krumholz , George A Mensah , Raina M Merchant , Dariush Mozaffarian , David M Murray , Dianne Neumark-Sztainer , Maya Petersen , David Goff

Artificial Intelligence Algorithms in Cardiovascular Medicine: An Attainable Promise to Improve Patient Outcomes or an Inaccessible Investment?

Current cardiology reports

Avec: Patrícia Bota , Geerthy Thambiraj , Sandeep C Bollepalli , Antonis A Armoundas

Réseau de co-auteurs

Kanchan Kulkarni 10 collaborations

George Bazoukis 8 collaborations

Eric M Isselbacher 8 collaborations

Jagmeet P Singh 7 collaborations

Gary Tse 5 collaborations

Stavros Stavrakis 5 collaborations

Faisal M Merchant 4 collaborations

E Kevin Heist 4 collaborations

Sandeep Chandra Bollepalli 4 collaborations

None None 3 collaborations

Kwanghyun Sohn 3 collaborations

Furrukh Sana 3 collaborations

Chris Owen 3 collaborations

Jesse D Roberts 3 collaborations

Tong Liu 3 collaborations

Wan-Tai M Au-Yeung 3 collaborations

Cheuk To Chung 3 collaborations

Felix T Kurz 2 collaborations

Miguel A Aon 2 collaborations

Johann M E Jende 2 collaborations

Brian O'Rourke 2 collaborations

Derrick A Bennett 2 collaborations

Mina K Chung 2 collaborations

Sanjiv M Narayan 2 collaborations

Wener Lv 2 collaborations

Conor D Barrett 2 collaborations

Tatsuya Arai 2 collaborations

Richard J Cohen 2 collaborations

Kichang Lee 2 collaborations

Shady Abohashem 2 collaborations

Konstantinos P Letsas 2 collaborations

Rahul K Sevakula 2 collaborations

Ashish K Sahani 2 collaborations

Richard Boyer 2 collaborations

Demosthenes G Katritsis 2 collaborations

Sharen Lee 2 collaborations

Kayte Spector-Bagdady 2 collaborations

Jennifer L Hall 2 collaborations

Mohamad B Kassab 2 collaborations

Richard D Walton 2 collaborations

Jennifer Hall 1 collaboration

Joseph Loscalzo 1 collaboration

Elliott Marshall Antman 1 collaboration

Valentín Fuster 1 collaboration

Heinz-Peter Schlemmer 1 collaboration

Faraz S Ahmad 1 collaboration

Leslie L Davis 1 collaboration

Jessilyn Dunn 1 collaboration

David J Slotwiner 1 collaboration

Kevin Keith Wiley 1 collaboration

Rohan Khera 1 collaboration

Aneesh Bapat 1 collaboration

Steven P Dalvin 1 collaboration

Larissa Vetter 1 collaboration

Sonia Cortassa 1 collaboration

Djahida Bedja 1 collaboration

Martin Bendszus 1 collaboration

Nazareno Paolocci 1 collaboration

Steven J Sollot 1 collaboration

Ashish Kumar Sahani 1 collaboration

Naved Aslam 1 collaboration

Bishav Mohan 1 collaboration

Abhishek Goyal 1 collaboration

Bhupinder Singh 1 collaboration

Gurbhej Singh 1 collaboration

Ankit Mittal 1 collaboration

Rohit Tandon 1 collaboration

Shibba Takkar Chhabra 1 collaboration

Gurpreet S Wander 1 collaboration

John H Nichols 1 collaboration

Athanasios Saplaouras 1 collaboration

Polyxeni Efthymiou 1 collaboration

Andronicos Yiannikourides 1 collaboration

Michael Efremidis 1 collaboration

Konstantinos Lampropoulos 1 collaboration

Sotirios Xydonas 1 collaboration

Maysun M Hasan 1 collaboration

Alison M Hayward 1 collaboration

Robert P Marini 1 collaboration

Maya E Barley 1 collaboration

Anna Galea 1 collaboration

Gordon Hirschman 1 collaboration

Bin Liu 1 collaboration

Qing Lou 1 collaboration

Heather Smith 1 collaboration

Florencia Velez-Cortes 1 collaboration

Wolfgang H Dillmann 1 collaboration

Björn C Knollmann 1 collaboration

Sándor Györke 1 collaboration

Jiandong Zhou 1 collaboration

Qingpeng Zhang 1 collaboration

Omid Sayadi 1 collaboration

Eric H Weiss 1 collaboration

Dheeraj Puppala 1 collaboration

Rajiv Doddamani 1 collaboration

Mohamad Kassab 1 collaboration

Kimberly A Parks 1 collaboration

Emma King 1 collaboration

Rima Arnaout 1 collaboration

Brooke Yeager McSwain 1 collaboration

Joshua W Knowles 1 collaboration

W Nicholson Price 1 collaboration

Danda B Rawat 1 collaboration

Barbara Riegel 1 collaboration

Tracy Y Wang 1 collaboration

Kevin Wiley 1 collaboration

Bhupesh Pathik 1 collaboration

Rahul Kumar Sevakula 1 collaboration

John Nichols 1 collaboration

Xinmu Li 1 collaboration

Bethany L Bartley 1 collaboration

Salma Batool-Anwar 1 collaboration

Stuart F Quan 1 collaboration

Praloy Chakraborty 1 collaboration

Kassem Farhat 1 collaboration

Sunny S Po 1 collaboration

Donna K Arnett 1 collaboration

Leo Anthony Celi 1 collaboration

Paul A Friedman 1 collaboration

Michael H Gollob 1 collaboration

Anne E Kwitek 1 collaboration

Elle Lett 1 collaboration

Bijoy K Menon 1 collaboration

Katherine A Sheehan 1 collaboration

Salah S Al-Zaiti 1 collaboration

Maria Shvedova 1 collaboration

Mohammad Rashedul Islam 1 collaboration

Nina D Anfinogenova 1 collaboration

Christiane D Wrann 1 collaboration

Dmitriy N Atochin 1 collaboration

Qingxue Zhang 1 collaboration

David Arney 1 collaboration

Julian M Goldman 1 collaboration

Ying Liu 1 collaboration

Elena G Tolkacheva 1 collaboration

Nestor Pallares-Lupon 1 collaboration

Philippe Pasdois 1 collaboration

Olivier Bernus 1 collaboration

Thomas A Pearson 1 collaboration

Debbie Vitalis 1 collaboration

Charlotte Pratt 1 collaboration

Rebecca Campo 1 collaboration

David Au 1 collaboration

Bettina Beech 1 collaboration

Olga Brazhnik 1 collaboration

Christopher G Chute 1 collaboration

Karina W Davidson 1 collaboration

Ana V Diez-Roux 1 collaboration

Lawrence J Fine 1 collaboration

Davera Gabriel 1 collaboration

Peter Groenveld 1 collaboration

Jaclyn Hall 1 collaboration

Alison B Hamilton 1 collaboration

Hui Hu 1 collaboration

Heng Ji 1 collaboration

Amy Kind 1 collaboration

William E Kraus 1 collaboration

Harlan Krumholz 1 collaboration

George A Mensah 1 collaboration

Raina M Merchant 1 collaboration

Dariush Mozaffarian 1 collaboration

David M Murray 1 collaboration

Dianne Neumark-Sztainer 1 collaboration

Maya Petersen 1 collaboration

David Goff 1 collaboration

Patrícia Bota 1 collaboration

Geerthy Thambiraj 1 collaboration

Sandeep C Bollepalli 1 collaboration