Pathology AMC-Net: Asymmetric and multi-scale convolutional neural network for multi-label HPA classification. August 16, 2019
Ophthalmology Scale-space approximated convolutional neural networks for retinal vessel segmentation. August 16, 2019
Ophthalmology Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. August 16, 2019
Biomedical imaging | Virology Reducing the U-Net size for practical scenarios: Virus recognition in electron microscopy images. August 16, 2019
Bioinformatics | Biomedical Engineering | Molecular Biology Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles. July 19, 2019
Computer Vision | Dermatology Digital hair segmentation using hybrid convolutional and recurrent neural networks architecture. July 19, 2019
Health Informatics | Medical Coding An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes. July 19, 2019
Pediatrics | Radiology A transfer learning method with deep residual network for pediatric pneumonia diagnosis. July 2, 2019
Biomedical Engineering | Physiology | Sleep Medicine A review of automated sleep stage scoring based on physiological signals for the new millennia. June 15, 2019
Cardiology | Sleep Medicine A RR interval based automated apnea detection approach using residual network. June 15, 2019
Ophthalmology Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images. June 15, 2019