A state-of-the-art new method for diagnosing atrial septal defects with origami technique augmented dataset and a column-based statistical feature extractor - Yaman, Irfan; Kilic, Irfan; Yaman, Orhan; Poyraz, Fatih; Erdem Kaya, Emin; Ozgur Baris, Veysel; Ciris, Sukru (Computers in biology and medicine, 2025)
Keywords: Adult; Atrial septal defect (ASD); Chest X-ray (CXR); Column-based statistics extractor; Databases, Factual; Female; Heart Septal Defects, Atrial - diagnostic imaging; Humans; Image classification; Male; Origami data augmentation; Support Vector Machine; Support vector machine (SVM); Support vector machine (SVM); Atrial septal defect (ASD); Column-based statistics extractor; Chest X-ray (CXR); Origami data augmentation; Image classification