2024
Impact of Inpatient Percutaneous Coronary Intervention Volume on 30-Day Readmissions After Acute Myocardial Infarction-Cardiogenic Shock
Bansal K, Gupta M, Garg M, Patel N, Truesdell A, Babar Basir M, Rab S, Ahmad T, Kapur N, Desai N, Vallabhajosyula S. Impact of Inpatient Percutaneous Coronary Intervention Volume on 30-Day Readmissions After Acute Myocardial Infarction-Cardiogenic Shock. JACC Heart Failure 2024 PMID: 39243243, DOI: 10.1016/j.jchf.2024.07.014.Peer-Reviewed Original ResearchPercutaneous coronary interventionCardiogenic shockAcute myocardial infarctionAnnual PCI volumesHeart failureAll-causeHigh-volume PCI centersHigh-volume centersAMI-CSNationwide Readmissions DatabaseMedian annual PCI volumesVolume-outcome relationshipAMI-CS admissionsHospital PCI volumePercutaneous coronary intervention volumeVolume centersOrgan dysfunctionPCI centerMultivariable adjustmentHF readmissionSupportive therapyHighest quartilesQ1 hospitalsNoncardiac readmissionComorbidity burden
2023
Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation
Hurley N, Dhruva S, Desai N, Ross J, Ngufor C, Masoudi F, Krumholz H, Mortazavi B. Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation. ACM Transactions On Computing For Healthcare 2023, 4: 1-18. PMID: 37908872, PMCID: PMC10613929, DOI: 10.1145/3616021.Peer-Reviewed Original Research
2021
Outcomes-Driven Clinical Phenotyping in Cardiogenic Shock using a Mixture of Experts
Hurley N, Berkowitz A, Masoudi F, Ross J, Desai N, Shah N, Dhruva S, Mortazavi B. Outcomes-Driven Clinical Phenotyping in Cardiogenic Shock using a Mixture of Experts. 2021, 00: 1-4. DOI: 10.1109/bhi50953.2021.9508568.Peer-Reviewed Original Research