Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks
Farnaz H. Foomani, DM Anisuzzaman, Jeffrey Niezgoda, Jonathan Niezgoda, William M. Guns, Sandeep Gopalakrishnan, Zeyun Yu
Topics & Concepts
Discriminative modelCategorical variableMachine learningArtificial intelligenceComputer scienceClassifier (UML)Wound careMedical recordDecision treeGenerative adversarial networkDeep learningMedicineIntensive care medicineSurgeryPressure Ulcer Prevention and ManagementMachine Learning in HealthcareGenerative Adversarial Networks and Image Synthesis