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

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

Thrombosis and Stroke

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

J Am Heart Assoc

Pei Y, Zhang G, Li W, Feng Y, Li N, Zhao N, Ma Y, Liu X, Zhou Q, Xu F, Zhou Y, Li S

doi: 10.1161/JAHA.125.043567

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

Hypertension

Real-World Experience with Selexipag in Patients with Pulmonary Arterial Hypertension: Treatment Patterns and Outcomes across Baseline Risk Strata (SPHERE and EXPOSURE Studies)

Drugs Real World Outcomes

Escribano Subias P, Chakinala MM, Chin KM, Didden EM, Doad G, Farber HW, Gaine S, Hemnes AR, Highland KB, Lange TJ, McLaughlin V, Muller A, Rahman M, Remeňová T, Söderberg S, Venkatesh A, Kim NH

doi: 10.1007/s40801-025-00536-4

Cardiac Arrest or Death

A Multimodal Model Integrating Early Clinical and Biomarker Data to Predict 1-Year Outcomes after Pediatric Cardiac Arrest

Resuscitation

Yver H, Kochanek PM, Clark RSB, Talisa V, Fink EL

doi: 10.1016/j.resuscitation.2026.111278

Cardiovascular Risk and Diseases

Cardiorenal risk stratification in high-risk type 2 diabetes using a simple clinical score: findings from the ELIXA trial

Front Endocrinol (Lausanne)

Jiang W, Wang J, Li J, Li Y, Zhang Y, Xu J, Zhang J, Gao Z, Cheng J, Yang J, Chang B

doi: 10.3389/fendo.2026.1768816

Heart Failure

Risk prediction models for incident heart failure: a systematic review and meta-analysis

Heart

Navarro JM, Doumouras BS, Douglas W, Tieu P, Chan V, Lau THA, Bobrowski D, Yu C, Wang CN, Adam M, Lee JG, Ho JE, Levy D, Abdel-Qadir H, Ross H, Foroutan F

doi: 10.1136/heartjnl-2025-327118

Heart Failure

EMPEROR-Preserved Risk Model and Outcomes in the FINEARTS-HF Trial: A Prespecified Secondary Analysis of FINEARTS-HF

JAMA Cardiol

Chimura M, McDowell K, Jhund PS, Henderson AD, Claggett BL, Desai AS, Brinker M, Lay-Flurrie J, Glasauer A, Goea L, Berger M, Lam CSP, Senni M, Voors AA, Zannad F, Pitt B, Vaduganathan M, Solomon SD, McMurray JJV

doi: 10.1001/jamacardio.2026.1049

Cardiovascular Risk and DiseasesHeart, Artery and Coronary Diseases

Toward a Deeper Understanding of Predicting Risk of Cardiovascular Disease Events for 10-Year Atherosclerotic Cardiovascular Risk: Subgroup Fairness and Predictive Value of Social Determinants of Health

J Am Heart Assoc

Wang H, Tian Z, Bhattacharya R, Niu M, Sang Y, Wojdyla DM, Hong H, Zhao J, Pignone M, Hall JL, Khan SS, Engelhard M, Pencina MJ, Hong C

doi: 10.1161/JAHA.125.046186

Related content

Machine Learning-Driven Risk Prediction Model in Transthyretin Amyloid Cardiomyopathy

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

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

Real-World Experience with Selexipag in Patients with Pulmonary Arterial Hypertension: Treatment Patterns and Outcomes across Baseline Risk Strata (SPHERE and EXPOSURE Studies)

A Multimodal Model Integrating Early Clinical and Biomarker Data to Predict 1-Year Outcomes after Pediatric Cardiac Arrest

Cardiorenal risk stratification in high-risk type 2 diabetes using a simple clinical score: findings from the ELIXA trial

Risk prediction models for incident heart failure: a systematic review and meta-analysis

EMPEROR-Preserved Risk Model and Outcomes in the FINEARTS-HF Trial: A Prespecified Secondary Analysis of FINEARTS-HF

Toward a Deeper Understanding of Predicting Risk of Cardiovascular Disease Events for 10-Year Atherosclerotic Cardiovascular Risk: Subgroup Fairness and Predictive Value of Social Determinants of Health