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rohankhera.bsky.social
Rohan Khera
@rohankhera.bsky.social
300 followers 120 following 23 posts
Cardiologist-Data Scientist at Yale. Working on data-driven cardiovascular care innovation at the Cardiovascular Data Science (CarDS) Lab (@cardslab.bsky.social). Associate Editor @ JAMA (@jama.com)
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Nov 22
Presented at #AHA24 Late Breaking session, we are pleased to announce #PanEcho - Complete AI-enabled echocardiography interpretation with multi-task deep learning.

Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social

Preprint, code, and model: cards-lab.org/panecho
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jul 14
🚨 The @cardslab.bsky.social at Yale is recruiting postdocs in our clinician–data scientist track!

🔹 MD or MD/PhD
🔹 Python/R skills
🔹 Research experience
🔹 Passion for AI + digital health

📝 Apply early: CV + 250-word statement
🔗 apply.cards-lab.org/apply/CATSP004

#AI #Cardiology #Postdoc
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jul 11
In @natureportfolio.nature.com's NPJ Cardiovascular Health, our review on AI-enhanced digital health with consumer devices

We discuss using these devices for scalable CV screening, prediction & monitoring

Led by @aline-pedroso.bsky.social @cardslab.bsky.social

www.nature.com/articles/s44...
Leveraging AI-enhanced digital health with consumer devices for scalable cardiovascular screening, prediction, and monitoring - npj Cardiovascular Health
npj Cardiovascular Health - Leveraging AI-enhanced digital health with consumer devices for scalable cardiovascular screening, prediction, and monitoring
www.nature.com
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Reposted by Rohan Khera
ekoikonomou.bsky.social
Evangelos K. Oikonomou @ekoikonomou.bsky.social · Jun 25
Check out #PanEcho, now in @jama.com

✅ open weights
✅ multiview multitask reporting
✅ international validation
✅ works with POCUS

Amazing effort @cardslab.bsky.social
@giholste.bsky.social @rohankhera.bsky.social

+ @atlaswang.bsky.social, Márton Tokodi & Attila Kovács

#CardioSky #EchoSky
jama.com
JAMA @jama.com · Jun 23
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.

https://ja.ma/4jYWBgI
Figure 4. Task-Specific ViewRelevance
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Reposted by Rohan Khera
jama.com
JAMA @jama.com · Jun 23
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.

https://ja.ma/4jYWBgI
Figure 4. Task-Specific ViewRelevance
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Reposted by Rohan Khera
giholste.bsky.social
Greg Holste @giholste.bsky.social · Jun 24
Thank you @erictopol.bsky.social for highlighting our work! Huge honor

This is the product of deep interdisciplinary collaboration btw engineers & clinicians. Grateful to teammates & mentors @ekoikonomou.bsky.social @rohankhera.bsky.social

+ Model is publicly available! github.com/CarDS-Yale/P...
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Reposted by Rohan Khera
erictopol.bsky.social
Eric Topol @erictopol.bsky.social · Jun 23
When A.I. can interpret an echocardiogram.
(one of the most complex medical images)
jamanetwork.com/journals/jam...
Complete AI-Enabled Echocardiography Interpretation With Multitask Deep Learning
This study evaluates the accuracy of an artificial intelligence (AI) system on a comprehensive set of 39 echocardiographic labels and measurements on transthoracic echocardiography.
jamanetwork.com
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · May 20
Nice to chat with @gbarnesmd.bsky.social for @medthority.bsky.social podcast on the role of AI in the risk assessment and management of thromboembolic disorders.
medthority.bsky.social
Medthority @medthority.bsky.social · May 20
How can the use of #AI in cardiovascular care empower clinicians to uncover new findings? Hear @rohankhera.bsky.social and @gbarnesmd.bsky.social discuss the present and future impact of AI technologies on the management of AF in our expert podcast series #MedSky #Cardiology

ow.ly/PpTc50VVJOJ
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Reposted by Rohan Khera
medthority.bsky.social
Medthority @medthority.bsky.social · May 20
How can the use of #AI in cardiovascular care empower clinicians to uncover new findings? Hear @rohankhera.bsky.social and @gbarnesmd.bsky.social discuss the present and future impact of AI technologies on the management of AF in our expert podcast series #MedSky #Cardiology

ow.ly/PpTc50VVJOJ
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Apr 18
How is AI revolutionizing medicine? Watch the @bloomberg.com story featuring @cardslab.bsky.social @yaleschoolofmed.bsky.social

youtube.com/watch?v=Fqsv...

@ekoikonomou.bsky.social @aline-pedroso.bsky.social @phyllisthangaraj.bsky.social
How Is AI Revolutionizing Medicine?
YouTube video by Bloomberg Originals
youtube.com
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Reposted by Rohan Khera
jaccjournals.bsky.social
JACC Journals @jaccjournals.bsky.social · Mar 30
In an individual patient data meta-analysis of 7,805 patients enrolled in 7 RCTs, Dr. @rohankhera.bsky.social and colleagues of @cardslab.bsky.social found evidence of superiority for tirzepatide in resolving metabolic syndrome www.jacc.org/doi/10.1016/...

#ACC25 #JACC #T2D #diabetes
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Mar 26
Some team members on Bsky: @ekoikonomou.bsky.social @phyllisthangaraj.bsky.social @aline-pedroso.bsky.social @lovedeepdhingra.bsky.social + others
rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Mar 26
CarDS Lab (@cardslab.bsky.social) will be in full force at #ACC25. We are presenting our work spanning:

#AI for cardiac diagnosis
#DigitalBiomarkers
#Precision inference from RCTs
#DigitalHealthPolicy
#NLP & #LLM #RAG for scalable phenotyping in the #EHR

See you in Chicago this weekend!
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
Also, read the excellent editorial that accompanies our study.
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
The single image-based AI-ECG score was either comparable or exceeded the performance of a multicomponent standard in PCP-HF (computable at Yale and ELSA-Brasil)
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
We demonstrate a several-fold higher risk of HF with higher thresholds of AI-ECG risk score for LV dysfunction.

The effect estimates were more pronounced in rigorous cohort studies in the UK and Brazil, likely due to more complete & robust outcome capture vs EHR
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
Study design⬇️. We posited that cross-sectional signatures of LV dysfunction on AI-ECG would portend future HF risk.

Rather than build models for HF risk with time-varying confounding, we focused on a mechanistic approach.

+ broadly validated the result vs. risk scores
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
The work is a collaboration between our growing global Precardia network - a network of federated science in AI. Watch this space for more: precardia.org

Tagging those on here: @ekoikonomou.bsky.social @aline-pedroso.bsky.social
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 24
In the European Heart Journal, we report a novel paradigm for predicting HF risk.

AI applied to a single ECG image. Without risk scores or other testing.

Led by @lovedeepdhingra.bsky.social @cardslab.bsky.social

@yaleschoolofmed.bsky.social

🔗 academic.oup.com/eurheartj/ad...
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 1
@ekoikonomou.bsky.social @aline-pedroso.bsky.social @lovedeepdhingra.bsky.social @phyllisthangaraj.bsky.social
rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Jan 1
Happy New Year from my friends & work family at @cardslab.bsky.social

Grateful for 2024, where we grew our group & strengthened our culture & community around advancing science while having fun 😊

Hoping to build on this foundation in 2025!
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Reposted by Rohan Khera
ekoikonomou.bsky.social
Evangelos K. Oikonomou @ekoikonomou.bsky.social · Dec 7
Our #EHJ editorial on the work by Mayourian et al using #AI ECG to predict 5y outcomes in congenital heart disease is out.

We explore the potential, challenges, and future steps for AI in understudied populations.

tinyurl.com/y8sk7t6j

@cardslab.bsky.social @rohankhera.bsky.social #CardioSky
Expanding artificial intelligence to understudied populations: congenital heart disease as the next frontier
This editorial refers to ‘Electrocardiogram-based deep learning to predict mortality in pediatric and adult congenital heart disease’, by J. Mayourian et a
academic.oup.com
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rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Dec 6
If you’re at #CVCT24, join us for:
1️⃣AI for design and dissemination of clinical trials (Mon, 12/9) w @hmkyale.bsky.social @jonwcunningham.bsky.social

2️⃣Enabling screening and tracking of cardiac amyloidosis (Tue, 12/10)

@cardslab.bsky.social

Schedule:
www.globalcvctforum.com/_files/ugd/d...
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Reposted by Rohan Khera
cesiagallegos.bsky.social
Cesia Gallegos, MD MHS FASNC @cesiagallegos.bsky.social · Dec 6
These peeps are worthy of my first post:

The reason we do what we do
#YaleCardiology #CardioSky
#BestFellowsEver
@edwardmillermd.bsky.social @andishahu.bsky.social
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Reposted by Rohan Khera
atlaswang.bsky.social
Atlas Wang @atlaswang.bsky.social · Nov 24
My PhD student @giholste.bsky.social keeps pushing the boundaries of **my knowledge** into uncharted territory. Isn’t this the ultimate proud advisor moment?
rohankhera.bsky.social
Rohan Khera @rohankhera.bsky.social · Nov 22
Presented at #AHA24 Late Breaking session, we are pleased to announce #PanEcho - Complete AI-enabled echocardiography interpretation with multi-task deep learning.

Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social

Preprint, code, and model: cards-lab.org/panecho
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Reposted by Rohan Khera
kbibbinsdomingo.bsky.social
Kirsten Bibbins-Domingo @kbibbinsdomingo.bsky.social · Nov 17
Excellent JAMA session on AI-enabled digital biomarkers #AHA24

@rohankhera.bsky.social

Thanks @ahascience.bsky.social for an excellent meeting & congrats to organizers @dramitkhera.bsky.social & Jo Chikwe
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