Pitch-classifier model for professional pitchers utilizing 3D motion capture and machine learning algorithms
Joseph E. Manzi, Brittany Dowling, Spencer Krichevsky, Nicholas L S Roberts, Suleiman Y. Sudah, Jay Moran, Frank R. Chen, Theodore Quan, Kyle W. Morse, Joshua S. Dines
Topics & Concepts
TrunkKinematicsRandom forestPelvisAlgorithmPredictive valueRange of motionArtificial intelligenceMedicineMotion captureBall (mathematics)Machine learningSimulationComputer scienceMathematicsPhysical therapyMotion (physics)GeometrySurgeryPhysicsClassical mechanicsInternal medicineEcologyBiologyShoulder Injury and TreatmentOrthopedic Surgery and RehabilitationSports Dynamics and Biomechanics