Medical Physics | Radiation Oncology | Radiology Leveraging deep learning-based segmentation and contours-driven deformable registration for dose accumulation in abdominal structures. November 21, 2022
Pathology Improving unsupervised stain-to-stain translation using self-supervision and meta-learning. October 22, 2022
Dentistry | Radiology Automatic visualization of the mandibular canal in relation to an impacted mandibular third molar on panoramic radiographs using deep learning segmentation and transfer learning techniques. October 13, 2022
Dermatology | Medical Physics | Radiation Oncology A New Approach to Quantify and Grade Radiation Dermatitis Using Deep-Learning Segmentation in Skin Photographs. August 2, 2022
Infectious Diseases | Neurology | Radiology MRI-based radiomics signature for identification of invisible basal cisterns changes in tuberculous meningitis: a preliminary multicenter study. June 24, 2022
Cardiology | Radiology Right ventricular strain and volume analyses through deep learning-based fully automatic segmentation based on radial long-axis reconstruction of short-axis cine magnetic resonance images. May 18, 2022
Cardiology | Radiology Deep learning segmentation and quantification method for assessing epicardial adipose tissue in CT calcium score scans. February 11, 2022
Nephrology | Radiology Indoor localization of hand-held OCT probe using visual odometry and real-time segmentation using deep learning. September 29, 2021
Orthopedics | Radiology Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density. May 7, 2021
Dermatology | Immunology Automated White Blood Cell Counting in Nailfold Capillary Using Deep Learning Segmentation and Video Stabilization. December 16, 2020
Ophthalmology Deep learning segmentation of hyperautofluorescent fleck lesions in Stargardt disease. October 6, 2020
Neurology | Radiology Contrast-enhanced serial optical coherence scanner with deep learning network reveals vasculature and white matter organization of mouse brain. July 26, 2019