In the FY 2022 IPPS/LTCH PPS final rule (86 FR 44820 through 44831), we ( discussed a request to reassign certain cases reporting procedure codes describing the insertion of a percutaneous short-term external heart assist device from MS-DRG 215 (Other Heart Assist System Implant) to MS-DRGs 216, 217, and 218 (Cardiac Valve and Other Major Cardiothoracic Procedures with Cardiac Catheterization with MCC, with CC, and without CC/MCC, respectively)
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Machine learning algorithms including SVM-RFE, LASSO, and Random Forest further confirmed LPCAT3 and PGD as potential diagnostic markers, and ROC curve analysis showed good discriminative performance
