Machine Learning-Enhanced TCAB Score for Predicting Postoperative Ischemic Stroke After CABG

Hypertension

The Pediatric Pulmonary Hypertension International Risk Score: A Prediction Model for Outcomes Using Machine Learning

Circulation

Griffiths M, Chinni BK, Lokhorst C, Douwes JM, Sleeper LA, Tingo J, Abman SH, Rosenzweig EB, Schramm JE, Austin ED, Mullen MP, Torrent-Vernetta A, Labrandero C, Benza R, Jesus Del Cerro M, Berger RMF, Manlhiot C, Everett AD

doi: 10.1161/CIRCULATIONAHA.125.077391

Further Publications

Machine Learning-Driven Risk Prediction Model in Transthyretin Amyloid Cardiomyopathy

JAMA Cardiol

Baj G, Ciocca N, Mohammadi Kazaj P, Ma X, Studer Bruengger AA, Stämpfli SF, Ehl NF, Hugelshofer S, Pfister O, Lehmann J, Ryffel C, Hunziker L, Poledniczek M, Kammerlander A, Siontis GCM, Windecker S, Hundertmark MJ, Nitsche C, Shiri I, Gräni C

doi: 10.1001/jamacardio.2026.3496

Atrial Fibrillation

Polygenic risk scores enhance prediction of atrial fibrillation disease progression: an analysis of the UK Biobank

Heart Rhythm

Virk SA, Ho WWH, Takeuchi F, Kistler PM, Kalman JM

doi: 10.1016/j.hrthm.2026.06.043

Thrombosis and Stroke

Prognostic Factors for Long-Term Risk of Stroke After Transient Ischemic Attack or Minor Stroke: A Systematic Review and Meta-Analysis

Circulation

Khan F, Yogendrakumar V, Lun R, Marx CE, Rochwerg B, Tran A, Fernando SM, Ganesh A, Barber PA, Ögren J, Ois A, Giralt-Steinhauer E, Khanevski AN, Leng X, Tian X, Leung TW, Verburgt E, Verhoeven J, de Leeuw FE, Ildstad F, Fandler-Höfler S, Aarnio K, von Sarnowski B, Lorenzetti DL, Coutts SB, Amarenco P, Hankey GJ, Hill MD

doi: 10.1161/CIRCULATIONAHA.125.078763

Myocardial Infarction

Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality

Circ Cardiovasc Imaging

Huangfu G, Ihdayhid AR, Kwok S, Konstantopoulos J, Niu K, Lu J, Smallbone H, Figtree GA, Chow CK, Dembo L, Adler B, Hamilton-Craig C, Grieve SM, Chan MTV, Butler C, Tandon V, Nagele P, Woodard PK, Mrkobrada M, Szczeklik W, Aziz YFA, Biccard B, Devereaux PJ, Sheth T, Dwivedi G, Chow BJW

doi: 10.1161/CIRCIMAGING.125.018059

Thrombosis and Stroke

Edaravone Dexborneol in Large Ischemic Stroke: Real-World Experience from a Multicenter Study in China

J Am Heart Assoc

Ma G, Raynald, Arham A, Jiang Z, Mo R, Zuo Y, Wu Y, Meng S, Lei S, Nguyen TN, Zhong L, EXPAND investigators

doi: 10.1161/JAHA.125.044296

Heart Failure

CONFIDENT-HFpEF: A Machine Learning-Based Risk Stratification for Mortality and Hospitalization Using Multimodal Real-World Data

ESC Heart Fail

Fudim M, Van Empel V, Zehnder T, Sauty B, Esposito C, Balazard F, Mayer I, Hallal M, Loiseau N, Weerts J, Patel M, Balu S, Hintze B, Torres F, Micsinai M, Rigolli M, Kessler P, Touzot M, Lund LH, Pradhan A, Butler J

doi: 10.1093/eschf/xvag097

Thrombosis and Stroke

Comprehensive Prestroke Risk Factor Control and Functional Outcomes After Acute Ischemic Stroke

J Am Heart Assoc

Kim JT, Lee JS, Kim H, Kim BJ, Kang J, Lee KJ, Park JM, Kang K, Lee SJ, Kim JG, Cha JK, Kim DH, Park TH, Lee K, Lee JY, Lee J, Kwon DH, Hong KS, Cho YJ, Park HK, Lee BC, Yu KH, Oh MS, Lee M, Kim DE, Gwak DS, Choi JC, Kwon JH, Kim WJ, Shin DI, Yum KS, Sohn SI, Hong JH, Park H, Lee SH, Kim C, Park MS, Ryu WS, Park KY, Heo SH, Lee J, Saver JL, Bae HJ

doi: 10.1161/JAHA.125.048491

Atrial FibrillationThrombosis and Stroke

Prevalence and Factors Associated With Atrial Fibrillation Among Young Patients With Ischemic Stroke

J Am Heart Assoc

van Kempen EJ, Schellekens MMI, Verhoeven JI, Ekker MS, Verburgt E, Immens MHM, Hilkens NA, Boot EM, van Alebeek ME, Brouwers PJAM, Arntz RM, van Dijk GW, Gons RAR, van Uden IWM, den Heijer T, van Tuijl JH, de Laat KF, van Norden AGW, Vermeer SE, van Zagten MSG, van Oostenbrugge RJ, Wermer MJH, Nederkoorn PJ, van Rooij FG, van den Wijngaard IR, de Leeuw FE, Ten Cate TJF, Tuladhar AM

doi: 10.1161/JAHA.125.043996

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The Pediatric Pulmonary Hypertension International Risk Score: A Prediction Model for Outcomes Using Machine Learning

Machine Learning-Driven Risk Prediction Model in Transthyretin Amyloid Cardiomyopathy

Polygenic risk scores enhance prediction of atrial fibrillation disease progression: an analysis of the UK Biobank

Prognostic Factors for Long-Term Risk of Stroke After Transient Ischemic Attack or Minor Stroke: A Systematic Review and Meta-Analysis

Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality

Edaravone Dexborneol in Large Ischemic Stroke: Real-World Experience from a Multicenter Study in China

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