Samuel Ruiperez-Campillo
@sruiperez98
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PhD in AI for cardiology. Before MSc @ETH_en. MEng @UCBerkeley , and associate researcher @Stanford. Classical music lover. Tweets mine. he/him
Bay Area
Joined October 2021
Insightful questions in the app. Of my methods, thx @HH4EHRA @Christianwolpe2 . My first ever talk at the podium, and the third and last at #EHRA2022 in my works at @Stanford @StanfordDeptMed w\ @S_NarayanMD @BrototoD @prash030 @PhoenixFeng5 @fleurtjong
#EHRA2022 Reducing Noise in #Epeeps signals. Who needs massive training sets when you can use auto-encoder #AI from larger datasets and transfer #MachineLearning to smaller cohort? @sruiperez98 @BrototoD @fleurtjong @PhoenixFeng5 @EmmaSvennberg @Dominik_Linz @JohnNosta @Phiso_de
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#AI in #cardiology: From vision to reality. #ESCAIsummit2025 perfectly displayed how innovation becomes clinical practice. Grateful to present our work on #XAI in #arrhythmias & connect with friends and colleagues, and the #eCardio & #SoMe teams. Next stop: Basel!🇨🇭 @escardio
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Our amazing @escardio WG on e-Cardiology proudly representing at #ESCAIsummit2025! Inspiring discussions & great teamwork driving the future of digital cardiology! @MagnusTJensenMD @DeLucia_R @rbcasado @pan_pantelidis @RTreskes @BStefanS88 @GawalkoMonika @sruiperez98 @SvenKnecht
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Explainable AI for ECG analysis: Our ready-to-use solution, ext. validated and fully open. Enjoy! @sruiperez98 @vogt_je @AlAntonopoulos IGial GZak @mspartalis5 PDilave @MilletRoig @TPapaioannou @OikonomouVangel GSiasos; @uoaofficial @ETH_en @FrontiersIn
https://t.co/Z4whVTliht
frontiersin.org
BackgroundTimely and accurate detection of arrhythmias from electrocardiograms (ECGs) is crucial for improving patient outcomes. While artificial intelligenc...
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Built on crossed-omnipolar mapping for accurate direction and our VFH metric; complements our recent scar-VT work. This sets the stage for EP-inspired ML—physics-aware features, multimodal fusion, predictive models. Huge thanks to all co-authors!
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#ep_peeps Sharing here our Heart Rhythm paper on endo–epi electrical disarray in ACM. Vector-based mapping + VFH quantify propagation disorganization-even in normal-voltage regions—revealing substrate voltage maps can miss🔗 https://t.co/tfOKSV7w4K J. Tonko, @DrPierlambiase et al
lnkd.in
This link will take you to a page that’s not on LinkedIn
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Working on multimodal AI for health? Join our #EurIPS2025 workshop MMRL4H in Copenhagen (Dec 6/7). CFP OPEN—4-page abstracts due Oct 10 (AoE) Submit: https://t.co/2eJQPAil98
#MMRL4H #MultimodalAI #HealthcareAI #Copenhagen #ETHZurich #DINFK Web: https://t.co/DbtCGIoMfp
@ETH_en
multimodal-rep-learning-for-health.github.io
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Incredible kudos @sruiperez98 @ETH_en insightful engineering design for Chaga’s, in a platform scaleable for other conditions @GariClifford @NTrayanova @MRodrigo_cardio @ Peter noseworthy @james_y_zou @Davilandre @ Charlie Sillett @Stanford
Thrilled to win Best Oral Presentation Award 🏆 at the #PhysioNetChallenge 2025, #CinC 2025 in São Paulo 🇧🇷! Our SwissBeatsNet uses an Multilead Masked Autoencoder + alignment loss for early #Chagas detection from ECGs. Huge thanks to G. Clifford and the MDS team! @ETH_en
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Thrilled to win Best Oral Presentation Award 🏆 at the #PhysioNetChallenge 2025, #CinC 2025 in São Paulo 🇧🇷! Our SwissBeatsNet uses an Multilead Masked Autoencoder + alignment loss for early #Chagas detection from ECGs. Huge thanks to G. Clifford and the MDS team! @ETH_en
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"Over the past few days at this Congress in Madrid, you have once again provided us with a valuable example of dialogue. Because cardiovascular health —as we are reminded by the theme you chose for this year’s Congress— is a global challenge, and because knowledge, when it
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#ESCCongress 🇪🇸 AI to improve management of cardiac arrhythmias 👉”Patient is not only a left atrial size” - substrate, triggers, comorbidities, biomarkers and clinical environment are crucial components that must be integrated into AI models 👉 Dynamic and multimodal ML
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#Epeeps fantastic insights by @fleurtjong into #AI for predicting #SuddenDeath #ESC2025 @EHRAPresident @europace @NTrayanova @HRSonline
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Stratifying Pulmonary Hypertension Severity in Newborns using Multi-view ECHOs with VAEs and a mixture-of-experts prior; towards generalizing to complex small populations @vogt_je @jmroig @S_NarayanMD @fleurtjong #thomasS #EceO #LucasE #HolgerM #SvenW @ETH_en @UniBasel_en #USR
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Why do we need #AI in #cardiacEP ? AI models can do tasks beyond humans' capability. Learning features unknown to humans, forecasting, automated remote monitoring, etc. Need more collaborative efforts to bring AI into practice. Great talk by @TinaBaykaner45! @SUBiodesign
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#EHRA2025 🇦🇹 Great discussions and brainstorming at our WG meeting on #eCardiology! Exciting things are in the works—stay tuned for updates! #EHRAMotions
@rbcasado @sruiperez98 @SvenKnecht @DeLucia_R @pan_pantelidis @MariaCGatto @MagnusTJensenMD
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Kudos to @sruiperez98 @suhaasaz @RicardoAbadJuan for work tracking #AI of waves in #Afib ➡️ %waves exiting #PV correlates with PVI outcome @fleurtjong @Mitch_Faddis @JonPicciniSr @StanfordHAI
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Honored that my 1st author paper was *featured* in @CirculationEP! Using #Explainable #AI we show: predictors of acute and long-term outcomes from AF ablation are distinct - ⚡️electrical vs. clinical+lifestyle🚬🥃. Thanks to @S_NarayanMD and co-authors🙏 https://t.co/CLpfvpipeP
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Honored that my 1st author paper was *featured* in @CirculationEP! Using #Explainable #AI we show: predictors of acute and long-term outcomes from AF ablation are distinct - ⚡️electrical vs. clinical+lifestyle🚬🥃. Thanks to @S_NarayanMD and co-authors🙏 https://t.co/CLpfvpipeP
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#Epeeps Can we trust #ChatGPT to identify #arrhythmia endpoints from clinical data? 👇 Strategies to rival experts without reprogramming. Kudos to @PhoenixFeng5 @prash030 @TinaBaykaner @kellybrennan8 @EmmaSvennberg @Dominik_Linz @nmarrouche @StanfordHAI
https://t.co/zIeHCYc1SJ
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🔙✨ ¡El encuentro de becarios en Zúrich ha sido inolvidable! Los becarios de la Fundación ”la Caixa” han conectado y compartido experiencias en un encuentro único. ¡Ideas innovadoras, colaboraciones y amistades que seguirán creciendo más allá de la ciudad suiza!🌍
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#ChatGPT ⏬#HALLUCINATION of #healthcare records for #VT by insisting on support phrase, structured answer, examples @PhoenixFeng5 @TinaBaykaner @StanfordHAI @NTrayanova @fleurtjong @Dominik_Linz @EmmaSvennberg @DavidDuncker @True_EP
https://t.co/zIeHCYc1SJ
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