Self‐supervised denoising diffusion probabilistic models for abdominal DW‐MRI - Vasylechko, Serge Didenko; Tsai, Andy; Afacan, Onur; Kurugol, Sila (Magnetic resonance in medicine, 2025)
Keywords: Abdomen; Abdomen - diagnostic imaging; abdominal MRI; Accuracy; ADC; Adolescent; Algorithms; Child; Child, Preschool; Conspicuity; Constraints; Decay; diffusion; Diffusion coefficient; Diffusion Magnetic Resonance Imaging - methods; DWI; Female; Humans; Image acquisition; Image filters; Image Interpretation, Computer-Assisted - methods; Image Processing, Computer-Assisted - methods; Image quality; Infant; lesion; Lesions; Liver; Liver - diagnostic imaging; Liver Neoplasms - diagnostic imaging; Magnetic resonance imaging; Male; Medical imaging; Models, Statistical; Noise reduction; Pediatrics; Probabilistic models; Qualitative analysis; Quality assessment; Quality control; Repetition; self‐supervised; Signal-To-Noise Ratio; ADC; self‐supervised; diffusion; abdominal MRI; lesion; DWI