Radiology Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography. February 21, 2024
Pediatrics | Radiology Enhancement of Non-Linear Deep Learning Model by Adjusting Confounding Variables for Bone Age Estimation in Pediatric Hand X-rays. June 2, 2023
Radiology CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning. January 26, 2023
Digital Pathology | Machine Learning | Pathology Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies. December 6, 2022
Emergency Medicine | Medical Imaging | Radiology Improved performance and robustness of multi-task representation learning with consistency loss between pretexts for intracranial hemorrhage identification in head CT. August 8, 2022
Radiology Enhancing deep learning based classifiers with inpainting anatomical side markers (L/R markers) for multi-center trials. April 24, 2022