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   • nested list item
     1. even deeper nested list item

Plain image:

Heading 1

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It was the best of times it was the worst of times. It was the age of wisdom, it was the age of foolishness. It was the spring of hope, it was the winter of despair.

// some code with syntax highlighting
const popup = document.querySelector("#popup");
popup.style.width = "100%";
popup.innerText =
  "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.";

This sentence has inline code, useful for making references to variables, packages, versions, etc. within a sentence.

Lorem ipsum dolor sit amet.

Consectetur adipiscing elit.

Sed do eiusmod tempor incididunt.

Jekyll Spaceship

$ a * b = c ^ b $

$ 2^{\frac{n-1}{3}} $

$ \int_a^b f(x)\,dx. $

Components

Section

Section, background

Section, dark=true

Section, background dark=true

Section, size=wide

Section, size=full w/ figure

Figure

Button

Icon

Lorem Ipsum Dolor

Feature

Title

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Title

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List

List citations

2024

2023

2022

2021

2020

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List projects

Cool Dataset a subtitle

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resource publication

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software

Cool Web Server a subtitle

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software

List team members

Cole Buchanan, MD Fellow

Elie Kozaily, MD Fellow

Hamilton Baker, MD Associate Professor

Jihad Obeid, MD Professor

Leslie Lenert, MD, MS Professor

Melissa Lamicq Medical Student

Michael Zile, MD Professor

Michele Esposito, MD Assistant Professor

Paul Heider, PhD Assistant Professor

Ramsey Wehbe, MD, MSAI Principal Investigator

Ryan Tedford, MD Professor

Shaashwat Agrawal, MSAI Lead Engineer

List blog posts

Welcome New Lead Engineer!

Ramsey Wehbe, MD, MSAI Principal Investigator

December 10, 2024 January 21, 2025

new-employee ai-engineer data-scientist

The HEAL Lab would like to welcome Shaashwat Agrawal, our lead AI Engineer. He has all-round knowledge in AI and is an experienced developer and researcher with various publications. We’re excited to have Shaashwat join us in advancing the frontiers of Cardiology through the application of AI.

Nature Reviews Cardiology

Ramsey Wehbe, MD, MSAI Principal Investigator

November 19, 2024 January 21, 2025

comment ai nature llms

Pleased to share this Comment for @NatRevCardiol - LLMs hold great promise in cardiology but it’s time to get serious about LLM research!

American Heart Association conference attendance

Ramsey Wehbe, MD, MSAI Principal Investigator

November 16, 2024 January 21, 2025

conference american-heart-association deep-learning

So incredibly impressed with the work presented at hashtag#AHA24 by 3rd year MUSC medical student and future academic leader Melissa Lamicq on using DL to predict RVF after LVAD using raw hemodynamic tracings. Fantastic job! Melissa Lamicq, Ryan Tedford

Citation

[no title info]

[no publisher info]  ·  [no date info]  ·  [no id info]

Card

A Large Card A cool card

A cool description

manual-tag

A Small Card A cool card

Lorem ipsum

manual-tag

Portrait

Manual name

Post Excerpt

Alert

Tags

Float

Figures

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

Code

const test = "Lorem ipsum dolor sit amet, consectetur adipiscing elit.";

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Nulla facilisi etiam dignissim diam quis. Id aliquet lectus proin nibh nisl condimentum id venenatis a. Tristique magna sit amet purus gravida quis blandit turpis cursus. Ultrices eros in cursus turpis massa tincidunt dui ut ornare. A cras semper auctor neque vitae tempus quam pellentesque nec. At tellus at urna condimentum mattis pellentesque. Ipsum consequat nisl vel pretium. Ultrices mi tempus imperdiet nulla malesuada pellentesque elit eget gravida. Integer vitae justo eget magna fermentum iaculis eu non diam. Mus mauris vitae ultricies leo integer malesuada nunc vel. Leo integer malesuada nunc vel risus. Ornare arcu odio ut sem nulla pharetra. Purus semper eget duis at tellus at urna condimentum. Enim neque volutpat ac tincidunt vitae semper quis lectus.

Grid

Regular

With Markdown images

Square

With figure components

Grid of citations

2024

Charting the future of cardiology with large language model artificial intelligence

Ramsey M. Wehbe

Nature Reviews Cardiology  ·  19 Nov 2024  ·  doi:10.1038/s41569-024-01105-y

Accuracy and consistency of online large language model-based artificial intelligence chat platforms in answering patients' questions about heart failure

Elie Kozaily, Mabelissa Geagea, Ecem R. Akdogan, Jessica Atkins, Mohamed B. Elshazly, Maya Guglin, Ryan J. Tedford, Ramsey M. Wehbe

International Journal of Cardiology  ·  01 Aug 2024  ·  doi:10.1016/j.ijcard.2024.132115

Performance of risk models to predict mortality risk for patients with heart failure: evaluation in an integrated health system

Faraz S. Ahmad, Ted Ling Hu, Eric D. Adler, Lucia C. Petito, Ramsey M. Wehbe, …, Beatrice Nardone, Matevz Tadel, Barry Greenberg, Avi Yagil, Claudio Campagnari

Clinical Research in Cardiology  ·  02 Apr 2024  ·  doi:10.1007/s00392-024-02433-2

2023

Echoing Errors: The Problem of Uncurated “Big Data” in Echocardiography

Ramsey M. Wehbe

Journal of the American Society of Echocardiography  ·  01 Nov 2023  ·  doi:10.1016/j.echo.2023.08.012

Deep Learning for Cardiovascular Imaging

Ramsey M. Wehbe, Aggelos K. Katsaggelos, Kristian J. Hammond, Ha Hong, Faraz S. Ahmad, David Ouyang, Sanjiv J. Shah, Patrick M. McCarthy, James D. Thomas

JAMA Cardiology  ·  01 Nov 2023  ·  doi:10.1001/jamacardio.2023.3142

Accuracy and Consistency of Online Chat-based Artificial Intelligence Platforms in Answering Patients’ Questions About Heart Failure

Elie Kozaily, Mabelissa Geagea, Ecem Raziye Akdogan, Jessica Atkins, Mohamed B. Elshazly, Maya Guglin, Ryan J Tedford, Ramsey M. Wehbe

Cold Spring Harbor Laboratory  ·  13 Sep 2023  ·  doi:10.1101/2023.09.12.23295452

Performance of Risk Models to Predict Mortality Risk for Patients with Heart Failure: Evaluation in an Integrated Health System

Faraz S. Ahmad, Ted Ling Hu, Eric D. Adler, Lucia C. Petito, Ramsey M. Wehbe, …, Beatrice Nardone, Matevz Tadel, Barry Greenberg, Avi Yagil, Claudio Campagnari

Cold Spring Harbor Laboratory  ·  25 Jun 2023  ·  doi:10.1101/2023.06.23.23291822

DeepCOVID-Fuse: A Multi-Modality Deep Learning Model Fusing Chest X-rays and Clinical Variables to Predict COVID-19 Risk Levels

Yunan Wu, Amil Dravid, Ramsey Michael Wehbe, Aggelos K. Katsaggelos

Bioengineering  ·  05 May 2023  ·  doi:10.3390/bioengineering10050556

Could an artificial intelligence approach to prior authorization be more human?

Leslie A Lenert, Steven Lane, Ramsey Wehbe

Journal of the American Medical Informatics Association  ·  21 Feb 2023  ·  doi:10.1093/jamia/ocad016

DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels

Yunan Wu, Amil Dravid, Ramsey Michael Wehbe, Aggelos K. Katsaggelos

arXiv  ·  01 Jan 2023  ·  doi:10.48550/arXiv.2301.08798

A Comparative Study of Pretrained Language Models for Long Clinical Text

Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo

arXiv  ·  01 Jan 2023  ·  doi:10.48550/arXiv.2301.11847

2022

A comparative study of pretrained language models for long clinical text

Yikuan Li, Ramsey M Wehbe, Faraz S Ahmad, Hanyin Wang, Yuan Luo

Journal of the American Medical Informatics Association  ·  30 Nov 2022  ·  doi:10.1093/jamia/ocac225

Hyponatremia Is a Powerful Predictor of Poor Prognosis in Left Ventricular Assist Device Patients

Anjan Tibrewala, Ramsey M. Wehbe, Tingqing Wu, Rebecca Harap, Kambiz Ghafourian, …, Clyde Yancy, Amit Pawale, Allen S. Anderson, Duc T. Pham, Jonathan D. Rich

ASAIO Journal  ·  28 Nov 2022  ·  doi:10.1097/MAT.0000000000001691

A Simple Score to Identify Increased Risk of Transthyretin Amyloid Cardiomyopathy in Heart Failure With Preserved Ejection Fraction

Daniel R. Davies, Margaret M. Redfield, Christopher G. Scott, Masatoshi Minamisawa, Martha Grogan, …, Ramsey M. Wehbe, Scott D. Solomon, Yogesh N. V. Reddy, Barry A. Borlaug, Omar F. AbouEzzeddine

JAMA Cardiology  ·  01 Oct 2022  ·  doi:10.1001/jamacardio.2022.1781

Incidental detection of ATTR cardiac amyloidosis

Jessica A. Quaggin-Smith, Ramsey M. Wehbe, Thomas A. Holly

Journal of Nuclear Cardiology  ·  01 Jun 2022  ·  doi:10.1007/s12350-020-02467-9

Validating Deep Learning to Distinguish Takotsubo Syndrome From Acute Myocardial Infarction—Beware of Shortcuts, Human Supervision Required

Ramsey M. Wehbe, James D. Thomas

JAMA Cardiology  ·  01 May 2022  ·  doi:10.1001/jamacardio.2022.0193

Advances in Machine Learning Approaches to Heart Failure with Preserved Ejection Fraction

Faraz S. Ahmad, Yuan Luo, Ramsey M. Wehbe, James D. Thomas, Sanjiv J. Shah

Heart Failure Clinics  ·  01 Apr 2022  ·  doi:10.1016/j.hfc.2021.12.002

Unleashing the Power of Machine Learning to Predict Myocardial Recovery After Left Ventricular Assist Device: A Call for the Inclusion of Unstructured Data Sources in Heart Failure Registries

Ramsey M. Wehbe

Circulation: Heart Failure  ·  01 Jan 2022  ·  doi:10.1161/CIRCHEARTFAILURE.121.009278

Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences

Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo

arXiv  ·  01 Jan 2022  ·  doi:10.48550/arxiv.2201.11838

2021

DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set

Ramsey M. Wehbe, Jiayue Sheng, Shinjan Dutta, Siyuan Chai, Amil Dravid, …, Gregory A. MacNealy, Hatice Savas, Rishi Agrawal, Nishant Parekh, Aggelos K. Katsaggelos

Radiology  ·  01 Apr 2021  ·  doi:10.1148/RADIOL.2020203511

Cases from a busy nuclear cardiology laboratory: Potential pitfalls in the interpretation of cardiac scintigraphy for ATTR cardiac amyloidosis

Ramsey M. Wehbe, Preeti Kansal, Thomas A. Holly

Journal of Nuclear Cardiology  ·  01 Apr 2021  ·  doi:10.1007/s12350-020-02094-4

2020

Predicting High-Risk Patients and High-Risk Outcomes in Heart Failure

Ramsey M. Wehbe, Sadiya S. Khan, Sanjiv J. Shah, Faraz S. Ahmad

Heart Failure Clinics  ·  01 Oct 2020  ·  doi:10.1016/j.hfc.2020.05.002

A Left Atrial Thrombus Mimic: Value of Ultrasound Enhancing Agents during Transesophageal Echocardiography

Ramsey M. Wehbe, Vera H. Rigolin

CASE  ·  01 Aug 2020  ·  doi:10.1016/j.case.2020.04.005

2019

Sex Differences in Outcomes of LVAD Patients Bridged to Transplant

Ramsey M. Wehbe, Allen S. Anderson

JACC: Heart Failure  ·  01 Aug 2019  ·  doi:10.1016/j.jchf.2019.04.017

2017

Targeting the Correct Population When Designing Transitional Care Programs for Medicare Patients Hospitalized With Heart Failure

Faraz S. Ahmad, Ramsey M. Wehbe, Preeti Kansal, Hannah A. Jackson, Allen S. Anderson, Clyde W. Yancy, R. Kannan Mutharasan

JAMA Cardiology  ·  01 Nov 2017  ·  doi:10.1001/jamacardio.2017.3089

2016

Underuse of Oral Anticoagulants for Nonvalvular Atrial Fibrillation: Past, Present, and Future

Ramsey M. Wehbe, Ajay Yadlapati

Texas Heart Institute Journal  ·  01 Aug 2016  ·  doi:10.14503/THIJ-16-5785

2015

Technology and Its Influence on the Doctor-Patient Relationship

Ramsay Wehbe, Eric Curcio, Mark Gajjar, Ajay Yadlapati

International Cardiovascular Forum Journal  ·  03 Sep 2015  ·  doi:10.17987/icfj.v3i0.99

2009

When to tell and test for genetic carrier status: Perspectives of adolescents and young adults from fragile X families

Ramsey M. Wehbe, Gail A. Spiridigliozzi, Elizabeth M. Heise, Deborah V. Dawson, Allyn McConkie‐Rosell

American Journal of Medical Genetics Part A  ·  15 May 2009  ·  doi:10.1002/ajmg.a.32840

Grid of blog posts

Welcome New Lead Engineer!

Ramsey Wehbe, MD, MSAI Principal Investigator

December 10, 2024 January 21, 2025

new-employee ai-engineer data-scientist

The HEAL Lab would like to welcome Shaashwat Agrawal, our lead AI Engineer. He has all-round knowledge in AI and is an experienced developer and researcher with various publications. We’re excited to have Shaashwat join us in advancing the frontiers of Cardiology through the application of AI.

Nature Reviews Cardiology

Ramsey Wehbe, MD, MSAI Principal Investigator

November 19, 2024 January 21, 2025

comment ai nature llms

Pleased to share this Comment for @NatRevCardiol - LLMs hold great promise in cardiology but it’s time to get serious about LLM research!

American Heart Association conference attendance

Ramsey Wehbe, MD, MSAI Principal Investigator

November 16, 2024 January 21, 2025

conference american-heart-association deep-learning

So incredibly impressed with the work presented at hashtag#AHA24 by 3rd year MUSC medical student and future academic leader Melissa Lamicq on using DL to predict RVF after LVAD using raw hemodynamic tracings. Fantastic job! Melissa Lamicq, Ryan Tedford

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Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.

Code

const test = "Lorem ipsum dolor sit amet";

const test = "Lorem ipsum dolor sit amet";

const test = "Lorem ipsum dolor sit amet";

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