Rohan Khera
@rohan_khera
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Assistant Professor @YaleMed , Cardiologist @YaleCardiology . Working on data-driven cardiovascular care innovation @cards_lab . Assoc Ed @JAMA_Current . My views.
Yale School of Medicine
Joined May 2009
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Pinned Tweet
In the 1st
@JACCJournals
issue w
@hmkyale
at the helm, proud to share our SOTA review on AI's transformative role in CV discovery & care 🧵👇
Great collaboration w colleagues & leaders.
@EricTopol
@ekoikonomou
@atulbutte
@girish_nadkarni
@jennawiens
@jessRmorley
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It's a landmark day in my career as I take on a new responsibility
@JAMA_current
- a beacon of practice & policy-defining science for 140 yrs
Honored & excited to work w
@KBibbinsDomingo
& Editors, & privileged to support rigorous transformative science in
#AI
#ML
#DigitalHealth
This month we welcome
@rohan_khera
as a JAMA Associate Editor. Dr Khera is an Assistant Professor of Medicine in the Section of Cardiovascular Medicine at
@YaleMed
, and of Biostatistics in the Section on Health Informatics at the
@YaleSPH
.
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This was always the inevitable end of pseudo intellectualism & fad based medicine of our times.
Celebrities making proclamations about untested treatments during a public health emergency.
These are scary times.
#coronavirus
#Hydroxychloriquine
@elonmusk
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What a scary sight to see a player collapse on live TV from what seemed like a cardiac arrest.
Prayers for Damar Hamlin - if it was Commotio Cordis - a fatal arrhythmia triggered by chest trauma at a specific time in cardiac cycle, hopefully timely CPR will improve outcome
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A weird time to start your first real job, but thankful to family, mentors & friends for all the fun times over the past 14 years spent in medical training.
Excited to start the next chapter on the faculty
@YaleMed
@YaleCardiology
today.
Mask off only for the photo.
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A glorious day for Cardiology!
@hmkyale
will take on the helm as the next EIC
@JACCJournals
!
Anyone who knows Harlan knows it’s going to be transformative for cardiology & scientific publishing
It’s been an honor to have had him as a mentor & friend over the years! Can’t wait!
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Faculty at major institutions receive many many research opportunity requests daily/weekly.
From local/regional/international students & graduates
This IS THE pool for recruiting ⭐️s but very few such email reach outs are effective
My suggestions on making these emails work:
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Grateful to the
@nih_nhlbi
for their support of my research focusing on improving evidence-based care for patients w/ heart failure.
Excited to leverage informatics, NLP & machine learning to better understand & improve care processes
@YaleMed
Thx,
@hmkyale
@ericjvelazquez
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In
@CircAHA
, our study demonstrates the ability to identify LV Systolic Dysfunction on *images* of ECGs.
Potential for
#AI
-based accessible screening in practice ()
Massive effort, led by
@Veer_Sangha_
@ArashNargesi
@cards_lab
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Our tool to detect ATTR Amyloid Cardiomyopathy from ECG images - ECGvision-ATTR - has received
@US_FDA
Breakthrough Device Designation!
A key milestone for our science from
@cards_lab
, led by
@Veer_Sangha_
, moving closer to clinical care through
@Yale
-backed
@ensight_ai
Thanks
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Nothing -absolutely nothing- prepares women in medicine for arguably their toughest time in life. Instead our culture ensures it's a battle against feelings of inadequacy and self-doubt.
A difficult piece from my better half,
@snigdhajain89
#HeForShe
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Finally the
#NOA
, &
@cards_lab
officially has its 1st R01-funded program - our Evidence Innovation Program
We are building upon our foundations of AI/ML for clinical trial inference - and are working to develop rigorous standards and methods to enable reliable learning &
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Congratulations to
@ekoikonomou
- winner of the Elizabeth Barrett-Connor Award 2023 at
#AHA23
for his work on adaptive predictive enrichment of randomized clinical trials with machine learning!
Such an honor that
@cards_lab
members got this 2 years in a row!
@YaleCardiology
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What a cool thing to walk home to - thanks so much,
@girish_nadkarni
! Really appreciate all your support, guidance & friendship.
#firstR01
- also big shout out to the amazing team
@cards_lab
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In
#AI
for medicine, we often hear, "Oh, this tool just assists clinicians - they decide care"
In
@JAMA_current
,
@SarahJabbour_
et al's randomized study finds potential harm from decision support w assistive AI
We cover "Automation Bias" in an editorial
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Can AI/ML help make randomized clinical trials (RCTs) smaller & faster?
In
@npjDigitalMed
, led by
@ekoikonomou
@cards_lab
we present a novel, fully-automated, predictive enrichment strategy for RCTs
Using computational phenomapping in interim analyses
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Tonight was a good night. So proud of mentee & friend winning the 1st place at
@NCYIForum
. Also great to have been able to join him as an awardee. Big thanks to
@bonowr
& judges. Such a great forum
@cards_lab
@YaleCardiology
@ekoikonomou
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📣This deserves a special shout out
#AHA23
:
@cards_lab
fellow
@AryaAminorroaya
wins 2nd place for the Lp(a) data analysis challenge - a $25K prize for innovation in optimizing efficient Lp(a) testing - clear value of new ML-based approach - ARISE - deployed in EHRs. So proud!
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It's almost time for
#AHA23
- proud of the amazing team
@cards_lab
for their strong showing
Please come say hi! We'll be sharing session details shortly
@YaleMed
@Yale
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Our work in
@CircAHA
explores the negative consequences of healthcare costs:
1 in 8 with ASCVD either
- skip medication doses
- take less than prescribed dose
- delay med refills
DUE TO COST
w/
@jvaleromd
@khurramn1
@hmkyale
@sandeepdasmd
@virani_md
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Honored to be among this esteemed group of
@DorisDukeFdn
Awardees. Thanks to
@DorisDukeFdn
for funding our work making AI driven CV disease detection accessible
Thx
@YaleCardiology
@YaleMed
for providing the avenue for this important work
@hmkyale
@Ericjvelazquez
@jbmortazavi
Join us in congratulating the 2022 recipients of
#ClinicalScientistDevelopmentAwards
! We look forward to following the important contributions of these
#physicianscientists
to
#clinicalresearch
. Learn more about the awardees and their exciting projects:
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Thanks to
@ynhhealth
for the YNNH Innovation Award. The grant supports our work
@cards_lab
on AI-POCUS, enabling translation of accessible, automated diagnostics w handheld cardiac ultrasound to emergency rooms & communities.
#YaleInnovationSummit
@ekoikonomou
@YaleCardiology
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In
@ESC_Journals
#EHJ
, led by
@ekoikonomou
, is our novel application of
#MachineLearning
to PROMISE trial to derive ASSIST - a decision support tool to individualize the choice between CTA vs stress test for chest pain
🧵
@YaleCardiology
#cardiotwitter
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Thanks to
@the_asci
for the honor, and for the opportunity to be a part of this fantastic group.
This is all a product of the amazing team
@cards_lab
,
+
mentors & collaborators
@YaleMed
@YaleCardiology
@Yale
@YaleCORE
. Thank you.
Rohan Khera, MD, MS, is among 40 early-career awardees to be selected for
@the_asci
Young Physician-Scientist Award.
Learn more about Dr. Khera:
@YaleMed
@rohan_khera
@YaleIMed
@cards_lab
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Congrats,
@ekoikonomou
for
@the_asci
Emerging-Generation Award!
A well-deserved recognition of your amazing hard work and creativity!
@cards_lab
@YaleCardiology
@hmkyale
@ericjvelazquez
The ASCI is proud to announce our 2024 Early-Career Awardees!
Click here for the complete list of awardees:
YPSA:
E-Gen:
Congratulations to our awardees and to the institutions they represent!
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Excited to share
@cards_lab
's 1st
@AppStore
iOS entry - CarDS-Plus 📲
What is special about this App? Why did a research lab need one?
I have shared before how
@cards_lab
has developed AI models to detect various cardiomyopathies on smartwatch⌚️ & portable ECGs ⚡️ (link in
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Many of us from
@cards_lab
are out here at
#AHA23
#qcor23
supporting lab member
@ArashNargesi
for his young investigator award competition!
Go Arash!
Also shout out to
@Phil_Adejumo
for collaborating on this.
@BrighamFellows
@PhyllisTweets
@AryaAminorroaya
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Immensely grateful for our
@cards_lab
family and beautiful Connecticut days spent together.
What a privilege and blessing to live this dream
@Yale
@YaleMed
4
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In 755K acute MI hospitalizations at ~1000 US hospitals in NCDR Chest Pain-MI Registry, we evaluated use of machine learning models to predict in-hospital mortality
@JAMACardio
w/
@hmkyale
@jbmortazavi
@YaleCardiology
Details 👇🏼
#MachineLearning
#AI
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In
@NatureComms
, led by
@Veer_Sangha_
@cards_lab
is our deep learning approach to layout-free automated clinical diagnosis & hidden label detection from ECG images
With broad global access to ECG images, this represents an advance for AI in ECG inference
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Looking forward to speaking to
@YaleMed
students about improving cardiovascular care using AI and building careers in data science.
Sharing the incredible work of our team at
@cards_lab
@Yale
@YaleBIDS
@YaleCardiology
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Great to finally meet pathbreaking
@aiims_newdelhi
alumnus
@Aiims1742
- Dr. Anirban Maitra from
@MDAndersonNews
On the left is proud Aiims2561.
Thanks to
@the_asci
for the venue, and congrats to Dr. Maitra for your induction into the ASCI!
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Out in
@NatureCVR
, led by
@AryaAminorroaya
@cards_lab
, is an
#ML
tool to make Lp(a) testing more efficient - ARISE
⬆️Lp(a) is an atherosclerotic risk marker w therapies on the horizon, but testing is ⬇️⬇️
ARISE can reduce number-needed-to-test ~50%
🧵👇🏽
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Our
@JAMA_current
study on issues with research quality using
#NIS
. 85% of studies violated >=1 required practices. Onus on us to improve & realize the potential of
#DataSharing
Appreciate the mentorship
@hmkyale
!
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If you are at
#ESC2024
in London next week, come say hello to
@cards_lab
members discussing their science, competing in awards, and sharing their thoughts on major advances in
#AI
and CV care.
@ekoikonomou
@PhyllisTweets
@Veer_Sangha_
@YaleCardiology
@YaleMed
1
16
105
With so much buzz around health sensors in Apple Watch/Fitbit ⌚️& their potential health roles, we asked who was using
#wearbles
in the US.
Not those who need them most!
In
@JAMANetworkOpen
, by ⭐️
@cards_lab
postdocs
@LovedeepDhingra
&
@AryaAminorroaya
1
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Precision medicine in valvular heart disorders!
Forecasting AS progression trajectory & outcomes w
#AI
#deeplearning
on
#echofirst
by
@ekoikonomou
@cards_lab
Catch the presentation at 8.30 AM CET Sunday
#ESCCongress
#ESC2023
Follow up to recent
#EHJ
paper (🔗in comments)
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If you are
@ACCinTouch
#ACC24
, please come say hi to our incredible team
@cards_lab
We are presenting our work on
Digital biomarkers
RCT digital twins
AI-powered diagnostics (ECG/echo/wearables) Multinational federated CES
+ more
@YaleCardiology
🔗
1
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If you are looking for a primer on
#MachineLearning
in clinical care, please check out our
#OpenAccess
review -
@ekoikonomou
& I present an overview of applications in diabetes.
Broadly applicable in clinical
#ML
#AI
@cards_lab
@YaleCardiology
🔗
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🚨 Update 🚨
Congrats, Evan!
@ekoikonomou
Amazing presentation & another win.
@cards_lab
Come join us at the
#EngageStage
@ACCinTouch
#ACC24
- where
@ekoikonomou
@cards_lab
is competing in the Heart Tank!
Discussing
#DASSi
(digital AS severity index) - sim pub in
@JAMACardio
.
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Scenario: A patient mentions an irregular rhythm notification on Apple Watch 🍎⌚️
What is your management strategy?
Is it the same as your colleagues?
We evaluate in study led by ⭐️
@YaleMed
M3
@pat_demko
, &
@YaleIMed
@YaleCardiology
and
@UCSFMedicine
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Yayyyy!!
@Veer_Sangha_
is the Elizabeth Barrett-Connor Winner 2022!!!
@cards_lab
@YaleCardiology
@yaledatascience
4
10
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Mentee presenting at Young Investigator Award Competition
#AHA22
. And me.
@Veer_Sangha_
@cards_lab
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So cool to see our
@CircAHA
study on detecting + predicting LV systolic dysfunction on ECG images presented as a journal highlight at
@escardio
#ESCcongress
#ESC2023
@Veer_Sangha_
@ArashNargesi
@cards_lab
@YaleCardiology
#AI
#ML
Thx to the Editors!
@josephahill
1
12
91
In
@ESC_Journals
#EHJ
, we present a novel
#deeplearning
approach to identifying severe aortic stenosis directly from a single 2D echo view w/o Doppler
Potential role in screening on handheld cardiac US
#echofirst
Led by
@giholste
@ekoikonomou
@cards_lab
4
22
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Incredibly proud of our *young* group
@CarDS_Lab
@YaleCardiology
presenting 11 abstracts at
@AHAMeetings
#AHA21
.
Represented by
@Yale
undergraduates,
@YaleMed
@YaleIMed
residents,
@YaleCardiology
fellows.
Please join us!
@ekoikonomou
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I appreciated the opportunity to contribute to the American Heart Association's Centennial collection.
Also, to think about AI in cardiovascular care, now & in the future, with brilliant colleague Jenna Wiens
@UMich
Out in
@CircOutcomes
:
@cards_lab
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Great to get to work with this amazing group every day.
Happy Holidays from our
@cards_lab
family to yours!
@YaleCardiology
@Yale
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Typically don't tweet at this frequency but we're on a roll here at
#AHA21
!
@ekoikonomou
@cards_lab
@YaleCardiology
is the winner of the Lifestyle and Cardiometabolic Health YIA! So proud of him & our group
Precision care Rx strategies for hypertension through
#MachineLearning
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Such an awesome feeling to have
@ekoikonomou
’s F32 funded - feels way better than many personal accomplishments
Congrats to a brilliant, creative and kind physician-scientist.
Privileged to get to work with you!
#ProudMentor
@cards_lab
@YaleCardiology
Thrilled to receive the
#NOA
for my
#F32
today.
Grateful to
@nih_nhlbi
for funding and all mentors for their support.
Looking forward to applying
#AI
for multi-modal point-of-care screening of CV disease and working with the amazing team
@cards_lab
@Yale
led by
@rohan_khera
.
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Excited to share the preprint for our
#DeepLearning
tool that detects LV systolic dysfunction from ECG images, independent of their format
@cards_lab
Represents our ongoing effort to make application of
#AI
driven advanced ECG inference accessible
#ML
3
20
82
Thanks to
@UTSWNews
@UTSWCardfellow
for being the most amazing place to spend the last 4 years.
Despite the virtual-ness of the graduation, the awesome-ness of the place doesn’t cease to amaze. Thanks for the great gesture and the presents too,
@GailPetersonMD
@dramitkhera
Dear graduates- our virtual graduation isn’t enough- had to see you 1 more time! We are proud of you and miss you already. Looking forward to seeing your highly successful careers!
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My memoir will probably be titled, “My struggles with a tiny electric snowblower”. Oh did I underestimate the Northeast snowstorms.
#rookie
#beautifulthough
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An overdue update from
#AHA23
is
@aakhunte
's (
@cards_lab
&
@Yale
'24) amazing work on improving access to ECG Diagnostics for 🌎
The preprint will be up soon, but a link to our ambitious
#ECG_GPT
project:
ECG Photo 📸 --> ECG read to allow patient
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In
@JAMAInternalMed
is our evaluation of revascularization practices in AMI w shock
In 2017, CULPRIT-SHOCK found harm w MV-PCI in MV-CAD - in the decade preceding it, MV-PCI was an increasingly popular strategy.
🧵below
w/
@rwyeh
@ACCinTouch
4
22
82
Absolutely incredible that
@Veer_Sangha_
has been awarded the
@rhodes_trust
scholarship 2023.
It has been a privilege to play a role in his career
@cards_lab
and can’t wait to see what all he accomplishes.
@YaleCardiology
@YaleMed
Congratulations to Yale’s five 2023 Rhodes Scholars!
Sophie M. Huttner, Henry Large, James A. (JT) Mullins, Ulystean J. (Jonathan) Oates, and Veer Sangha, all from the Class of 2023, were among 32 U.S. winners named over the weekend. Full story to come on Yale News.
#Yale
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Led by ⭐️
@Yale
senior,
@cards_lab
member & future physician-scientist
@aakhunte
, our study in
@npjDigitalMed
demonstrates detection of LV systolic dysfunction on noisy single-lead ECGs, now on many watches/devices w major implications for screening
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14
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Another feather in his cap!
@Veer_Sangha_
@cards_lab
@rhodes_trust
wins the People’s Choice Award at the
#ACC24
Innovation Pitch Challenge!
Advancing CV diagnosis using photos of ECGs - a field he’s helped define.
PC:
@dhruva_biswas
@PhyllisTweets
@ensight_ai
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We have NOT done a good job if more die this year from mishandling a disease than military deaths in World War I. And it's also not acceptable if we're on course to rivaling World War II deaths. This is so very sad.🙁
#coronavirus
#StayHome
#COVID19
1
28
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Fantastic presentation by
@AryaAminorroaya
@cards_lab
fellow for Quest Diagnostics & Steve Rusckowski YIA for Preventive CV Medicine Research
#aha23
He developed & performed multinational validation of ARISE - a novel ML tool to ⬆️ efficiency of Lp(a) testing
Web app+preprint👇🏽
7
11
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This 👇🏼 - injecting lethal carcinogens into lungs - as Rx suggestion from US leadership - clinches the spot for most depressing thing today
Could’ve been failed remdisivir RCT
OR
Only 21% sampled NYC residents being antibody +ve for
#COVID19
in a city already overwhelmed by it
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28
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Predictably, practice-changing science being presented at
@escardio
#ESC2023
With STEP-HFpEF - GLP1-RAs, now a therapy for HFpEF
Once weekly semaglutide for HFpEF presented by
@MkosiborodMD
& published in
@NEJM
. Congrats to investigators & patients
5
16
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Our
@JAMACardio
study on financial toxicity from out-of-pocket costs in ASCVD care. 2 million low-income US families at risk for financial ruin every year, incl those w insurance. Winning battle with new Rx but losing the war on ASCVD
@khurramn1
@hmkyale
3
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76
That’s 110K+ people at the stadium supporting India 🇮🇳 in the
#ICCCricketWorldCup2023
Final! It’s an early Sunday for us
#BleedBlue
#GoIndia
#RohitSharma
𓃵
#ViratKohli
𓃵
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Despite the ⬆️ availability of smart⌚️& other remote monitoring devices, their healthcare integration + healthcare impact is limited.
In our
@AHAScience
Scientific Statement, we address the strategies - technical & clinical - to bridge this gap
🔗
0
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More from
@cards_lab
:
@LovedeepDhingra
&
@Veer_Sangha_
presenting their work using AI-ECG for longitudinally following Hypertrophic Cardiomyopathy.
Also shout out to our
@cards_lab
fellow
@PhyllisTweets
as the poster professor for AI and bookmakers for risk prediction.
3
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120 Million followers & the full force of boosting up by Twitter’s algorithms. To target one public service official. And mock a respect for gender identity. Just great! Why??
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The
@cards_lab
is growing. We're recruiting for many roles:
(1) Clinical postdoctoral fellow
(2) Computational postdoctoral fellow
(3) Data Scientist
(4) Program Coordinator
Find out more here:
🔗
Please share with your network!
@YaleMed
@Yale
4
25
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Proud of
@cards_lab
members, showcasing our science at
#AHA22
@AHAMeetings
- spanning innovations in:
- AI-enhanced adaptive RCT designs
- precision medicine
- strategies to translate discoveries from RCTs to EHRs
- accessibility of technology and care
3
12
72
At a special session on
#DeepLearning
in CV medicine @
#AHA22
,
@ekoikonomou
@cards_lab
@YaleCardiology
w an excellent presentation on identifying severe AS from single view cardiac ultrasound w/o Doppler. Work w
@giholste
@UTAustin
2
9
69
Texas is getting hit hard with rising COVID19 hospitalizations.🙁
Pretty unfortunate that the sole focus is on maintaining healthcare capacity by canceling procedures, w/o public health measures to prevent spread (open bars/restaurants, no masking policy)
2
23
67
We had an amazing
#CVCT23
- proud of
@ekoikonomou
&
@PhyllisTweets
@cards_lab
for their terrific presentations
They represented us so well - so glad to be
@CVCTForum
with them
Amazing mtg,
@FaiezZANNAD
! Thx!
+ ❤️ our DC walks & seeing friends again
@hmkyale
@YaleCardiology
1
7
68
New
@LancetDigitalH
study, led by
@YaleCardiology
fellow,
@ekoikonomou
@cards_lab
uses
#MachineLearning
based ID of response signatures from 1 RCT to improve inference from a 2nd RCT
With implications for
⁃ personalizing care
⁃ efficient RCT design
2
12
69
Join
@cards_lab
members at
#AHA23
presenting on:
- ECG/Wearable detection of structural heart disorders
- ML to accelerate RCTs
- ML-driven efficient risk factor testing
- NLP for assessing care quality
- Geospatial eval of care access
+more
Details:
1
13
69
Congrats,
@SpatzErica
- leader & role model for many of us
@YaleCardiology
@YaleMed
& nationally for a major
@PCORI
grant
Just amazing when phenomenal people are rewarded, especially for meaningful science you know they are incredibly passionate about.
2
2
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The
@cards_lab
team out to support
@KevinWheelockMD
@YaleIMed
@YaleIM_Chiefs
, for his presentation on quality measurement in out-of-hospital cardiac arrest.
1
5
68
Among the amazing science
@the_asci
is the work on machine learning-based clinical trial optimization by
@ekoikonomou
@cards_lab
@YaleCardiology
@YaleMedPSTP
1
8
66
In
@JACCJournals
today, we present our data experiments evaluating concerns whether US hospitals were delaying or deferring readmissions within the 30-day period to comply with the 30-day readmission metric.
w/
@hmkyale
, YF/ZQ,
@khurramn1
#JACC
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13
68
Proud to get to work with
@ekoikonomou
, among the first members of
@cards_lab
- an amazing friend, colleague, scientist, & now an Editor at a leading cardiology journal
Congratulations to the newest
@ESC_Journals
#EHJ
Associate Editor!!
@YaleCardiology
@YaleMed
@YaleMedPSTP
Deeply honored to join European Heart Journal
#EHJ
@ESC_Journals
as an associate editor under
@ehj_ed
Prof. Crea.
And excited to partner with Profs Vardas and
@fwasselbergs
as part of the
#AI
#digitalhealth
#innovation
team to promote impactful science in AI & cardiology.
20
10
145
3
2
68
Scientist: I will carefully plan my entire life around NIH grant deadlines/reviews to ensure team is covered, + resources to do science. Also, 😀 thatlab finally together after COVID
Government: oh too easy. Let us shutdown - no grant reviews/study section mtgs/NOAs - now plan
4
4
64
It is an incredible privilege to celebrate
@cards_lab
members achieving major career milestones.
We're celebrating Aline (
@af_pedroso
) successfully defending her PhD thesis
@ufsjbr
with lab members joining across continents.
Congratulations, Dr. Pedroso Camargos!
2
7
65
Strongly recommend
@guptaarjun90
’s
@NEJM
piece on the travails & superhuman-ness of caregivers.
A beautiful piece made possible by Arjun’s brilliance & thoughtfulness as a physician, & the ability to put emotions into words like few others.
@hopkinskimmel
2
10
63
Our very own
@SpatzErica
presenting at
@YaleCardiology
grand rounds on CV prevention in 2024.
@KatAAClark
@ericjvelazquez
@hmkyale
@JACCJournals
Live here:
1
8
62
Most of my Cardiology colleagues are triple to quintuple-boarded 😀
Not to be outdone, but not having the bandwidth to do another clinical board, glad to be able to "grandfather" into Clinical Informatics board certification!
#TripleBoarded
#kindof
@YaleBIDS
@YaleSPH
@YaleMed
0
0
62
Thankful for a great team, perfect weather, and a break in consults for a quick team lunch outside.
@andishahu
@YaleCardiology
@YaleMed
@YaleIMed
@edwardmillermd
@ericjvelazquez
2
3
62
Really excited about hosting
@pnatarajanmd
at the CVM Grand Rounds today
@YaleCardiology
@YaleMed
@ericjvelazquez
0
5
62
Outstanding presentation by
@cards_lab
postdoc
@LovedeepDhingra
.
How about you just take a photo of an ECG, and define who’s at risk of future HF? A novel scalable strategy
@AryaAminorroaya
@af_pedroso
@Veer_Sangha_
@tomribeiroecg
Preprint here:
1
14
61
.
@ArashNargesi
holding court.
@cards_lab
member &
@BrighamFellows
presenting our work on automating Heart Failure care quality assessment using deep learning NLP
The future of quality measurement is electronic
Great team w Yale MD-PhD student
@Phil_Adejumo
#ACC23
2
8
61
Thanks,
@Yale_Ventures
for the opportunity to present @
#YaleInnovationSummit
, where we discussed our innovation in clinical trial inference & design with
#AI
@cards_lab
@Evidence2Health
@ekoikonomou
#ML
#MachineLearning
2
9
60
Led by
@Milesshen8
@YaleIMed
Res (CV fellowship applicant!) &
@BrighamFellows
@ArashNargesi
, our
@JAHA_AHA
study addresses how many US patients are eligible for & use
- PCSK9i, &
- Icosapent ethyl (vascepa)
W/
@DLBHATTMD
@Khurramn1
@YaleCardiology
1
8
60
Medical training teaches replacing fear with preparation.
As a medical trainee for all of my adult life, scheduled to be on inpatient cardiology consults in ~2 wks, in a city with early community spread, here’s my prep list
What’s on yours
#medtwitter
?
#coronavirus
#COVID
ー19
7
13
58
We discussed
#REVIVED
BCIS2
@YaleCardiology
fellows JC today (led by
@ekoikonomou
) - one thing that stands out is how are these patients recruited to OMT alone when CABG would have been strongly recommended in many?
No clear mention in the design/screen - this is all it says:
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57