Ophthalmology DeepDrRVO: A GAN-auxiliary two-step masked transformer framework benefits early recognition and differential diagnosis of retinal vascular occlusion from color fundus photographs. June 17, 2023
Endocrinology | Oncology | Radiology Ultrasound image-based deep learning to assist in diagnosing gross extrathyroidal extension thyroid cancer: a retrospective multicenter study. April 3, 2023
Other Feature flow regularization: Improving structured sparsity in deep neural networks. February 23, 2023
Ophthalmology Training deep learning models to work on multiple devices by cross domain learning with no additional annotations. September 26, 2022
Dermatology | Machine Learning | Medical Imaging A multimodal transformer to fuse images and metadata for skin disease classification. May 11, 2022
Radiology Enhanced phase retrieval via deep concatenation networks for in-line X-ray phase contrast imaging. January 27, 2022
Pharmacology | Regulatory Science BERT-Based Natural Language Processing of Drug Labeling Documents: A Case Study for Classifying Drug-Induced Liver Injury Risk. December 23, 2021
Ophthalmology Exploring a Structural Basis for Delayed Rod-Mediated Dark Adaptation in Age-Related Macular Degeneration Via Deep Learning. December 21, 2020
Ophthalmology Using Deep Learning to Automate Goldmann Applanation Tonometry Readings. April 28, 2020
Ophthalmology Estimating Retinal Sensitivity Using Optical Coherence Tomography With Deep-Learning Algorithms in Macular Telangiectasia Type 2. May 22, 2019