Rohan Khera
@rohankhera.bsky.social
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)
Pinned
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho
@cardslab.bsky.social is leading a workshop at #AHA25 #QCOR25
#AI in Action: LLM-Powered Quality Assessment & Improvement in the EHR
Learn how to:
🔍 Use LLMs to measure care quality
⚡ Build real-time AI workflows
🌐 Implement scalable, equitable solutions
📍 Session: QCOR.01 | 💻 Bring your laptop!
#AI in Action: LLM-Powered Quality Assessment & Improvement in the EHR
Learn how to:
🔍 Use LLMs to measure care quality
⚡ Build real-time AI workflows
🌐 Implement scalable, equitable solutions
📍 Session: QCOR.01 | 💻 Bring your laptop!
October 30, 2025 at 5:24 PM
@cardslab.bsky.social is leading a workshop at #AHA25 #QCOR25
#AI in Action: LLM-Powered Quality Assessment & Improvement in the EHR
Learn how to:
🔍 Use LLMs to measure care quality
⚡ Build real-time AI workflows
🌐 Implement scalable, equitable solutions
📍 Session: QCOR.01 | 💻 Bring your laptop!
#AI in Action: LLM-Powered Quality Assessment & Improvement in the EHR
Learn how to:
🔍 Use LLMs to measure care quality
⚡ Build real-time AI workflows
🌐 Implement scalable, equitable solutions
📍 Session: QCOR.01 | 💻 Bring your laptop!
🚨 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
🔹 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
July 14, 2025 at 3:41 PM
🚨 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
🔹 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
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...
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
July 11, 2025 at 1:24 PM
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...
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...
Reposted by Rohan Khera
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
✅ 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
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
https://ja.ma/4jYWBgI
June 25, 2025 at 12:54 AM
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
✅ 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
Reposted by Rohan Khera
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
https://ja.ma/4jYWBgI
June 23, 2025 at 3:20 PM
An #AI system that automatically interprets echocardiograms maintained high accuracy across geography and time from complete and limited studies.
https://ja.ma/4jYWBgI
https://ja.ma/4jYWBgI
Reposted by Rohan Khera
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...
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...
June 24, 2025 at 2:10 AM
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...
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...
Reposted by Rohan Khera
When A.I. can interpret an echocardiogram.
(one of the most complex medical images)
jamanetwork.com/journals/jam...
(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
June 23, 2025 at 4:53 PM
When A.I. can interpret an echocardiogram.
(one of the most complex medical images)
jamanetwork.com/journals/jam...
(one of the most complex medical images)
jamanetwork.com/journals/jam...
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.
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
ow.ly/PpTc50VVJOJ
May 20, 2025 at 3:22 PM
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.
Reposted by Rohan Khera
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
ow.ly/PpTc50VVJOJ
May 20, 2025 at 3:11 PM
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
ow.ly/PpTc50VVJOJ
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
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
April 18, 2025 at 11:04 PM
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
youtube.com/watch?v=Fqsv...
@ekoikonomou.bsky.social @aline-pedroso.bsky.social @phyllisthangaraj.bsky.social
Reposted by Rohan Khera
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
#ACC25 #JACC #T2D #diabetes
March 30, 2025 at 6:57 PM
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
#ACC25 #JACC #T2D #diabetes
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!
#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!
March 26, 2025 at 6:26 PM
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!
#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!
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...
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...
January 24, 2025 at 4:43 PM
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...
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...
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!
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!
January 1, 2025 at 4:06 PM
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!
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!
Reposted by Rohan Khera
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
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
December 7, 2024 at 2:49 PM
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
We explore the potential, challenges, and future steps for AI in understudied populations.
tinyurl.com/y8sk7t6j
@cardslab.bsky.social @rohankhera.bsky.social #CardioSky
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...
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...
December 6, 2024 at 11:57 PM
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...
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...
Reposted by Rohan Khera
These peeps are worthy of my first post:
The reason we do what we do
#YaleCardiology #CardioSky
#BestFellowsEver
@edwardmillermd.bsky.social @andishahu.bsky.social
The reason we do what we do
#YaleCardiology #CardioSky
#BestFellowsEver
@edwardmillermd.bsky.social @andishahu.bsky.social
December 6, 2024 at 4:24 AM
These peeps are worthy of my first post:
The reason we do what we do
#YaleCardiology #CardioSky
#BestFellowsEver
@edwardmillermd.bsky.social @andishahu.bsky.social
The reason we do what we do
#YaleCardiology #CardioSky
#BestFellowsEver
@edwardmillermd.bsky.social @andishahu.bsky.social
Reposted by Rohan Khera
My PhD student @giholste.bsky.social keeps pushing the boundaries of **my knowledge** into uncharted territory. Isn’t this the ultimate proud advisor moment?
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho
November 24, 2024 at 11:23 PM
My PhD student @giholste.bsky.social keeps pushing the boundaries of **my knowledge** into uncharted territory. Isn’t this the ultimate proud advisor moment?
Reposted by Rohan Khera
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
@rohankhera.bsky.social
Thanks @ahascience.bsky.social for an excellent meeting & congrats to organizers @dramitkhera.bsky.social & Jo Chikwe
November 17, 2024 at 11:00 PM
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
@rohankhera.bsky.social
Thanks @ahascience.bsky.social for an excellent meeting & congrats to organizers @dramitkhera.bsky.social & Jo Chikwe
Reposted by Rohan Khera
“Echocardiography is the ideal place to use AI,” comments
David Ouyang. At #AHA24, two new studies added further evidence in support of AI’s potential to transform the echocardiology landscape. For all the details on the study presentations: tctmd.com/news/ai-pois... @rohankhera.bsky.social
David Ouyang. At #AHA24, two new studies added further evidence in support of AI’s potential to transform the echocardiology landscape. For all the details on the study presentations: tctmd.com/news/ai-pois... @rohankhera.bsky.social
AI Poised to Change the Landscape of Echocardiography
Two studies presented at AHA show the capacity of AI to improve sonographer accuracy, consistency, and workflow.
tctmd.com
November 20, 2024 at 5:20 PM
“Echocardiography is the ideal place to use AI,” comments
David Ouyang. At #AHA24, two new studies added further evidence in support of AI’s potential to transform the echocardiology landscape. For all the details on the study presentations: tctmd.com/news/ai-pois... @rohankhera.bsky.social
David Ouyang. At #AHA24, two new studies added further evidence in support of AI’s potential to transform the echocardiology landscape. For all the details on the study presentations: tctmd.com/news/ai-pois... @rohankhera.bsky.social
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho
November 22, 2024 at 9:20 PM
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
Led by @giholste.bsky.social & @ekoikonomou.bsky.social
@cardslab.bsky.social
Preprint, code, and model: cards-lab.org/panecho