Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers.
Palawat BusaranuvongEmmanuel AguDeepak KumarShefalika GautamReza Saadati FardBengisu TuluDiane StrongPublished in: CoRR (2024)
Keyphrases
- prediction accuracy
- training data
- feature selection
- learning algorithm
- feature space
- human immunodeficiency virus
- prediction algorithm
- prediction error
- feature set
- decision trees
- ensemble classifier
- classification process
- classification method
- support vector
- risk factors
- data sets
- multi layer perceptron
- classification scheme
- training set
- prediction model
- linear classifiers
- probability distribution
- classification algorithm
- svm classifier
- diffusion process
- class labels
- k nearest neighbour
- classifier combination
- diabetic patients
- sir model
- training samples