Ophthalmology Employing texture loss to denoise OCT images using generative adversarial networks. April 18, 2024
Biomedical Engineering | Imaging | Optics Deep learning based coherence holography reconstruction of 3D objects. March 4, 2024
Biomedical Engineering | Oncology | Pharmacology Angio-Net: deep learning-based label-free detection and morphometric analysis of angiogenesis. January 9, 2024
Bioinformatics | Drug Discovery Multi-CGAN: Deep Generative Model-Based Multiproperty Antimicrobial Peptide Design. December 22, 2023
Neurology | Sleep Medicine SleepSIM: Conditional GAN-based non-REM sleep EEG Signal Generator. December 12, 2023
Neurology | Radiology Improving portable low-field MRI image quality through image-to-image translation using paired low- and high-field images. December 1, 2023
Cardiology | Radiology Synthetic Megavoltage Cone Beam Computed Tomography Image Generation for Improved Contouring Accuracy of Cardiac Pacemakers. November 24, 2023
Radiology Impact of GAN artifacts for simulating mammograms on identifying mammographically occult cancer. October 16, 2023
Medical Physics | Radiation Oncology Comparison and evaluation of different deep learning models of synthetic CT generation from CBCT for nasopharynx cancer adaptive proton therapy. October 6, 2023
Computer Vision | Medical Imaging | Pathology Cervical cell’s nucleus segmentation through an improved UNet architecture. October 3, 2023
Medical Physics | Radiation Oncology Generation of Synthetic CT from CBCT using Deep Learning Approaches for Head and Neck Cancer Patients. July 25, 2023
Oncology | Radiology A cGAN-based tumor segmentation method for breast ultrasound images. June 5, 2023