Multivariate Gaussian Bayes classifier with limited data for segmentation of clean and contaminated regions in the small bowel capsule endoscopy images - Sadeghi, Vahid; Mehridehnavi, Alireza; Behdad, Maryam; Vard, Alireza; Omrani, Mina; Sharifi, Mohsen; Sanahmadi, Yasaman; Teyfouri, Niloufar (PloS one, 2025)
Keywords: Adaptability; Algorithms; Annotations; Bayes Theorem; Capsule Endoscopy - methods; Computer vision; Computers; Conditional probability; Covariance matrix; Datasets; Endoscopy; Evaluation; Gastroenterology; Gaussian processes; Humans; Image Processing, Computer-Assisted - methods; Image segmentation; Innovations; Intestine; Intestine, Small; Intestine, Small - diagnostic imaging; Medical examination; Methods; Normal Distribution; Performance evaluation; Pixels; ROC Curve; Small intestine; Statistical analysis; Statistical models; Visualization; Wavelet transforms; Iran