Generation of short-term follow-up chest CT images using a latent diffusion model in COVID-19 - Kawata, Naoko; Iwao, Yuma; Matsuura, Yukiko; Higashide, Takashi; Okamoto, Takayuki; Sekiguchi, Yuki; Nagayoshi, Masaru; Takiguchi, Yasuo; Suzuki, Takuji; Haneishi, Hideaki (Japanese journal of radiology, 2025)
Keywords: Adult; Aged; Chest; Coders; Computed tomography; COVID-19; COVID-19 - diagnostic imaging; Cross correlation; Diffusion; Diffusion models; Female; Follow-Up Studies; Humans; Image processing; Imaging; Lung - diagnostic imaging; Male; Medical imaging; Medicine; Medicine & Public Health; Middle Aged; Nuclear Medicine; Original; Original Article; Parameters; Patients; Pneumonia; Radiographic Image Interpretation, Computer-Assisted - methods; Radiography, Thoracic - methods; Radiology; Radiomics; Radiotherapy; Respiratory diseases; Retrospective Studies; SARS-CoV-2; Signal to noise ratio; Similarity; Tomography, X-Ray Computed - methods; Training; COVID-19; Deep learning; Chest CT images; Prognostic image generation; Latent diffusion model