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Patrick M Boyle

@pmjboyle.bsky.social
602 followers 257 following 28 posts

Associate Professor, Cardiac Systems Simulation (CardSS) Lab, Department of Bioengineering, University of Washington. Seattle, WA. CardSSLab.org

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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
Finally, as always, my focal point on Thursday at #HRS25 will be the @CardiacEPS session from 11 am to 7 pm, room 33A-C. YIA poster session and amazing lectures, including Moe lecturer Dr. Dan Roden. Boxed lunches and cocktail hour for members. Be there! cardiaceps.org/s/CES-progra... #HRS25 #EPeeps
cardiaceps.org
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
Last but not least, the symposium will close from 2:15-3:15 pm with "Civil Unrest: Heterocellular Interactions In Cardiac Arrhythmogenesis". Hopefully our chairs Drs. Clancy and Kohl can keep the melee relatively collegial. eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
eppro01.ativ.me
HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
Then, sticking in the same room from 11:45 am to 12:45 pm, we have "Neighborly Relations: Intercellular Communication And Electrical Propagation". This will include our "headliner" Dr. Ed Lakatta delivering the Zipes lecture! eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
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HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
Friday at #HRS25 will be dominated for me by the Basic/Translational Science Symposium!! From 10-11 am in Room 6A, we have "Welcome to the Neighborhood: Diversity of Heterocellular Interactions in the Heart" eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
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HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
... this will be followed by an invigorating Panel Discussion led by Dr. Ken Bilchick, presented as a roundtable session from 12:45 to 1:45 pm in the Exhibit Hall. Science on the main stage! eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
eppro01.ativ.me
HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
I'm also super excited to attend a pair of sessions on Saturday focusing on the creation of the New HRS Research Network. First, we will have a series of talks from 9:45 to 10:45 am in Room 29A – this one really has a blockbuster cast! eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
eppro01.ativ.me
HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
First up, I'll be giving a talk (yay!) in a session on Friday at 10 am in Room 30A-E: "Innovating Cardiac Ablation: Integrative AI Approaches for Personalized Arrhythmia Management". Please come say hi! eppro01.ativ.me/web/index.ph... #HRS25 #EPeeps
eppro01.ativ.me
HRS2025 Web App
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Patrick M Boyle @pmjboyle.bsky.social · 15/04/2025
Time for a rundown of some of the amazing basic/translational science sessions that will be taking place at @heartrhythmsociety.bsky.social's #HRS25 meeting next week in San Diego! #HRS25 #EPeeps
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
3/ Explainability is critical in medical AI. Tools like deliver great performance but also empower clinicians to verify and refine results, building trust in AI systems. A big step toward reducing arrhythmia-related adverse events and supporting sustainable ECG data analysis.
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
2/ Brought to you by Fleury et al. (senior author: Dr. Maison-Blanche). Game-changer for managing long-term ECG recordings! 🔑 Highlights: • F1 scores: 99% for arrhythmia detection, 95% for AF, 90% for atrial flutter. • Modular design enables explainability and manual adjustment of AI outputs.
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
1/ 🧠❤️🤖 New in @heartrhythmsociety.bsky.social's #HRO2 journal: a deep learning modular ECG approach for cardiologist-assisted adjudication of AF and atrial flutter. www.heartrhythmopen.com/article/S266... #ExplainableAI #DeepLearning #AFibCare #BiomedicalAI #EPeeps
heartrhythmopen.com
A deep learning modular ECG approach for cardiologist assisted adjudication of atrial fibrillation and atrial flutter episodes
Detection of atrial tachyarrhythmias (ATA) on long-term electrocardiogram (ECG) recordings is a prerequisite to reduce ATA-related adverse events. However, the burden of editing massive ECG data is not sustainable. Deep learning (DL) algorithms provide improved performances on resting ECG databases. However, results on long-term Holter recordings are scarce.
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
3/ Takeaway from Dr. Uma Srivatsa's editorial: “Prevention is key to addressing AF risk factors & reducing strain on underfunded systems.” www.sciencedirect.com/science/arti... #Cardiology #AFibCare #EPeeps
sciencedirect.com
Providing medical care in health resource–constrained global areas: Syria
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
2/ 🔑 Key points: • 43% of patients readmitted within 30 days. • Cardiac issues were the primary driver.
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Patrick M Boyle @pmjboyle.bsky.social · 02/01/2025
1/ 🌍 Insightful new study in @HRS_O2Journal: Dr. Antoun et al. (senior author: Dr. Zakkar), explore 30-day readmissions after AF hospitalization in Syria. A critical step toward understanding AF care in resource-limited settings. www.sciencedirect.com/science/arti...
sciencedirect.com
Thirty-day unplanned readmissions following hospitalization for atrial fibrillation in a tertiary Syrian center: A real-world observational cohort study
Atrial fibrillation (AF) is the most common arrhythmia worldwide. Data regarding 30-day readmission following index admission for AF in the developing…
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Patrick M Boyle @pmjboyle.bsky.social · 19/12/2024
Special thanks to collaborators Pranav Bhagirath, Marina Strocchi, Martin Bishop, & Gernot Plank for their contributions to this work! We hope you enjoy the review and look forward to your thoughts. 🙌
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Patrick M Boyle @pmjboyle.bsky.social · 19/12/2024
To advance the discussion, we propose a framework for more precise and granular descriptions of “Digital Twins” in biomedicine. Clear definitions will help ensure productive and responsible progress in this exciting field.
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Patrick M Boyle @pmjboyle.bsky.social · 19/12/2024
As we caution in the review, “To ensure this growth proceeds responsibly, we believe caution must be exercised to avoid cavalier use of the digital twin vernacular by biomedical researchers.
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Patrick M Boyle @pmjboyle.bsky.social · 19/12/2024
Digital Twins in cardiovascular medicine hold incredible promise, but realizing their potential is a long journey. Many foundational elements as articulated by pioneers of this field like Dr. Michael Grieves—like continuous real-virtual data exchange—remain aspirational in computational physiology.
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Patrick M Boyle @pmjboyle.bsky.social · 19/12/2024
Thrilled to share our new “State-of-the-future” review in #ESC Europace: “From bits to bedside: entering the age of digital twins in cardiac electrophysiology” (with apologies to Drs. Zipes, Jalife, & Stevenson!). #EPeeps Link: academic.oup.com/europace/art...
academic.oup.com
From bits to bedside: entering the age of digital twins in cardiac electrophysiology
Abstract. This State of the Future Review describes and discusses the potential transformative power of digital twins in cardiac electrophysiology. In this
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Heart Rhythm Society @heartrhythmsociety.bsky.social · 12/12/2024
🎉 The HEARTS Act has passed the Senate & heads to President Biden's desk! HRS, a proud Smart Heart Sports Coalition member, led a grassroots effort urging legislators to act. Soon, schools nationwide will have AEDs, CPR training, & emergency plans—lifesaving tools for every kid ❤️smartheartsports.com
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Patrick M Boyle @pmjboyle.bsky.social · 28/11/2024
Proud to share new work from our Cardiac EP collabs at @uwmedicine.bsky.social! Honoured to be involved in this work to better understand arrhythmia mechanisms in #rToF. Congrats to lead and senior authors Dr. Johnson and Dr. Nazer! #EPeeps @uwbioe.bsky.social authors.elsevier.com/c/1kAn75VtUy...
authors.elsevier.com
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Patrick M Boyle @pmjboyle.bsky.social · 22/11/2024
Quantitative validation is needed, but this is truly interesting stuff! Congrats to the whole team! Read more great science at @heartrhythmsociety.bsky.social's #HRo2 journal!!
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Patrick M Boyle @pmjboyle.bsky.social · 22/11/2024
Many interesting findings here, but perhaps the most compelling – in patients who experienced a flutter recurrence following CTI ablation, T2-weighted CMR had a distinctly weaker pattern of hyper enhancement based on visual assessment.
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Patrick M Boyle @pmjboyle.bsky.social · 22/11/2024
The study describes "Local atrial bipolar EGM voltage drops during CMR guided catheter ablation of typical Afl: Associations with delivered radiofrequency energy and peri-procedural imaging"
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Patrick M Boyle @pmjboyle.bsky.social · 22/11/2024
In the current (November) issue of @heartrhythmsociety.bsky.social's #HRo2 journal, we have a fascinating study by Nies et al. #EPeeps www.heartrhythmopen.com/article/S266...
heartrhythmopen.com
Local atrial bipolar electrogram voltage drops during cardiac magnetic resonance guided catheter ablation of typical atrial flutter: Associations with delivered radiofrequency energy and peri-procedur...
Cardiac magnetic resonance (CMR)-guided catheter ablation of the cavotricuspid isthmus (CTI) has been proven feasible, but determinants of local electrogram (EGM) voltage drops during radiofrequency (...
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Patrick M Boyle @pmjboyle.bsky.social · 22/11/2024
For any #EPeeps who have made the transition to @bsky.app, please drop a follow for @heartrhythmsociety.bsky.social and help us establish a user base on this new platform!
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Travis Prinzi @travisprinzi.bsky.social · 16/11/2024
go.bsky.app/MmucfgJ Let me know who else should be added!
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JAMA @jama.com · 17/11/2024
#AHA24 attendees, check out these key findings from today's JAMA Cardiology presentations 🫀 Partial cardiac denervation effectively reduced the occurrence of postoperative atrial fibrillation after isolated CABG without additional postoperative complications. ➡️ ja.ma/3Z93Iw2
Figure showing Kaplan-Meier curves of the primary outcome.
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Patrick M Boyle @pmjboyle.bsky.social · 17/11/2024
Amazing session at #AHA24, with many provocative questions about paving the way towards even closer collaborations between bioengineers, basic scientists, and healthcare professionals. Explainable AI and computational physiology are powerful tools for 21st century cardiology -- from bits to bedside!
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AHA Science @ahascience.bsky.social · 17/11/2024
At #AHA24, Dr. Nanette Wenger reminds us we’re all ‘standing on the shoulders of giants’ in healthcare. As we celebrate 100 years of Scientific Sessions, we honor the pioneers who paved the way and look ahead to a new century of innovation.
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Patrick M Boyle @pmjboyle.bsky.social · 17/11/2024
Honoured to be presenting in this morning's session on "AI and Arrhythmias: Prediction, Procedures and Beyond" -- live now in Heart Theater 1, dead centre in the Exhibit Hall!! #AHA24
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Patrick M Boyle @pmjboyle.bsky.social · 17/11/2024
Excited for a day of invigorating science at #AHA24!
Panoramic photo of exhibition hall at 2024 American Heart Association Scientific Sessions in Chicago, IL
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Helen Collins @drhelenecollin1.bsky.social · 16/11/2024
My colleagues and I will be sharing all the happenings from #AHA24 so that all those here in person know what sessions to check out and for those at home, to inspire you to come along next time!
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