Dermatology | Nuclear Medicine | Pathology | Radiology | Ultrasound Imaging All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems. April 27, 2024
Orthopedics | Radiology Deep learning-based harmonization of trabecular bone microstructures between high- and low-resolution CT imaging. February 28, 2024
Ophthalmology | Pediatrics Image harmonization and deep learning automated classification of plus disease in retinopathy of prematurity. October 5, 2023
Radiology ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization. May 28, 2023
Neurology | Radiology Image Harmonization: A Review of Statistical and Deep Learning Methods for Removing Batch Effects and Evaluation Metrics for Effective Harmonization. April 21, 2023
Radiology Evaluation of conventional and deep learning based image harmonization methods in radiomics studies. November 15, 2021
Neurology | Ophthalmology | Radiology Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. February 16, 2021
Neurology | Radiology A deep learning-based method for improving reliability of multicenter diffusion kurtosis imaging with varied acquisition protocols. August 21, 2020