Tanmay Gokhale

EP Fellow @PittCardiology; Research in computational approaches to understand arrhythmia; via @PittCardiology, @IMResidencyDuke, @DukeU MDPhD '18, @JHUBME '09

[CardioTechx @CardioTechx]

We just dropped a FREE AI-ECG + AI-Echo resource pack you can actually use:
✅ Open ECG datasets: PTB-XL, MIMIC-IV-ECG, PhysioNet CinC 2020, ChapmanECG, LUDB, + pediatric/CHD sets
✅ Open Echo datasets + models: EchoNet-Dynamic, EchoNet-LVH, TMED + released repos (EchoPrime / EchoNet tools)
✅ Foundation model weights (Hugging Face): ECG-FM, ECGFounder, ECG-CLIP-style models
✅ Tooling: WFDB, NeuroKit2, MONAI, nnU-Net
Follow @CardioTechx for more 60-sec cardiology tech. 🔁
#CardioTwitter #MedTwitter #Cardiology #AI #ECG #Echocardiography #DigitalHealth

[Tanmay Gokhale @tgokhale]

@gmvasilakis Congratulations!

[Samir Saba @saba_sfs3]

New Afib can be forecasted from the electronic health records, but it’s all in the EKG and Echo domains.

https://t.co/V4is9sLafg

[Liat Tsoref @liattsoref]

Honored to be a panelist at #HRX2025 on digital twins in EP, brilliantly moderated by Prof. Trayanova. Grateful for the inspiring insights on how they can become a foundational tool in EP.
@NTrayanova @JonChrispinMD @tgokhale

[Tanmay Gokhale @tgokhale]

@CatalinPToma @DrErvinSejdic @al_zaiti @saba_sfs3 @HviUpmc @PittECE

[Tanmay Gokhale @tgokhale]

Excited to share our recent paper on AI-ECG for pulmonary embolism risk stratification. In imaging-confirmed PE, the model accurately predicted severity and outperformed clinical assessment in predicting 30-day mortality -- using only the ECG.

https://t.co/PBhYBIENT2

[Tanmay Gokhale @tgokhale]

🚀 Exciting news! I’m speaking at HRX Live 2025 on September 4-6 at the stunning Signia by Hilton Atlanta.

Join me—let’s push boundaries and drive meaningful change! Register now:

#HRX2025 https://t.co/RfaU4AyZDa

[Sandeep Gautam @gautamsand]

**Study 1: Early Experience with ICE Guidance – Shalaby et al
🧪 32 patients (20 ICE vs. 12 contrast)
✅ 100% success in ICE group
❌ 2 complications in contrast group- 1 Pericardial effusion, 1 dislodgment

🩺 ICE enabled real-time visualization & confirmed stability—especially helpful in septal implants.

**Key Takeaways-

• No IV contrast needed in ICE group
• Higher initial thresholds with ICE, equalized on follow-up
• ICE enabled safe placement in complex anatomies (e.g., post-Maze, amyloidosis)
** ICE may lower complications, expand candidacy.
https://t.co/2j7Vr2c1Ii

[Tanmay Gokhale @tgokhale]

Excited to share our work on AI-ECG identification of severe pulmonary embolism at #ACC25! @HviUpmc @PittCardiology @saba_sfs3 @CatalinPToma @al_zaiti @MedoffBrentMD @DrErvinSejdic

[Tanmay Gokhale @tgokhale]

@ekoikonomou @LancetDigitalH @cards_lab @rohan_khera @giholste @AkhilVaidMD @girish_nadkarni @YaleCardiology Beautiful study! Congratulations!

[Tanmay Gokhale @tgokhale]

@narrowQRS RNRVAS

[Agnes Koczo @AkoczoAgnes]

👋Excited to share our new publication!

Agitated Saline Contrast (ASC) ("Bubble Study") During Echo In Pregnancy

-There is only expert guidance on ASC for echo in pregnant individuals
-As a result, there is heterogeneity in ASC use across institutions

[EHJ Editor-in-Chief @ehj_ed]

A machine-learning-based model with pre-hospital 12-lead Electrogram data for the mortality risk in individuals with acute chest pain in the Emergency Department!

https://t.co/LKd2rLo71R

#EHJ #Machine learning, #mortality, #coronary #cardiotwitter @ESC_journals @escardio

[Sultan Mahmood MD FASGE @SultanMahmoodMD]

Multidisciplinary coordination is the 🔑 to a successful advanced endoscopy program.

Combined procedure with interventional cardiology 🫀 , thoracic surgery 🫁 and interventional Gi 💩to manage a complex pt.

Any guesses what we are did?

Hint: pt failed endosuturing/otsc

[Pitt Cardiology @PittCardiology]

Congratulations to our graduating fellow class! We cannot wait to continue to cheer you on in your future accomplishments. Thanks for the great turnout to our graduation celebration and the ever ending support from our faculty #UPMC @HviUpmc @UPMC

[UPMC Heart and Vascular Institute @HviUpmc]

Some snapshots of our UPMC reception at #HRS2024 in Boston @DanWannMD @MehakDhande @tgokhale @drtalhakhawaja @MDT_Cardiac @medtronic @ShaliniAllam @UPMCPhysicianEd @PittCardiology

[Binaytara @binaytara]

What a wonderful debate. We received multiple perspectives on the efficacy of #UniversalHealthcare. Thank you to @AmerCancerCEO, @Dhingrama, @BarbaraMcAneny (@ASCO), @wunderwil (@AmerMedicalAssn), @RepAdamSmith, and @Isaac_Opole (@ACPIMPhysicians) for providing the benefits of your experience and opinion in this eye-opening discussion.

Thank you to @AaronGoodman33 and @ManishaDrB for moderating.

[Manisha Bhattacharya @ManishaDrB]

Lovely evening at the @btfoundation Gala with guest appearance by partner-in-crime @tgokhale. Tomorrow AM I co-moderate our #SCHD24 healthcare disparities debate, stay tuned for the highlight reel!

[UPMC Heart and Vascular Institute @HviUpmc]

Come check out Dr. Tanmay Gokhale present his work on “Risk Stratification of Pulmonary Embolism via ECG-Based Machine Learning Model”

#ACC24 @tgokhale

[UPMC Heart and Vascular Institute @HviUpmc]

We love seeing HVI and @pittcardiology faculty, fellows, and alumni reconnecting at #ACC24 @jelevenson @tgokhale @annaroselarosa @KayleShapero