A Machine Learning Approach to First Pass Reperfusion in Mechanical Thrombectomy: Prediction and Feature Analysis
Lohit Velagapudi, Nikolaos Mouchtouris, Richard F. Schmidt, David Vuong, Omaditya Khanna, Ahmad Sweid, B. V. Sadler, Fadi Al Saiegh, M. Reid Gooch, Pascal Jabbour, Robert H. Rosenwasser, Stavropoula Tjoumakaris
Topics & Concepts
Random forestLogistic regressionMachine learningNaive Bayes classifierArtificial intelligenceBrier scoreSupport vector machineComputer scienceGeneralizability theoryPredictive modellingFeature selectionMedicineStatisticsMathematicsAcute Ischemic Stroke ManagementArtificial Intelligence in Healthcare and EducationImbalanced Data Classification Techniques