Hypermetabolic pulmonary lesions detection and diagnosis based on PET/CT imaging and deep learning models
Sign Up to like & getrecommendations! Published in 2025 at "European Journal of Nuclear Medicine and Molecular Imaging"
DOI: 10.1007/s00259-025-07215-0
Abstract: This study aims to develop and evaluate deep learning models for the detection and classification of hypermetabolic lung lesions into four categories: benign, lung cancer, pulmonary lymphoma, and metastasis. These categories are defined by their… read more here.
Keywords: deep learning; detection; learning models; external test ... See more keywords
Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs.
Sign Up to like & getrecommendations! Published in 2022 at "Radiology"
DOI: 10.1148/radiol.220505
Abstract: Background Although deep learning (DL) models have demonstrated expert-level ability for pediatric bone age prediction, they have shown poor generalizability and bias in other use cases. Purpose To quantify generalizability and bias in a bone… read more here.
Keywords: external test; bone age; model; age ... See more keywords