Ophthalmology Deep Learning Classifiers for Automated Detection of Gonioscopic Angle Closure Based on Anterior Segment OCT Images. August 24, 2019
Computer Science | Radiology Identifying Cardiomegaly in ChestX-ray8 Using Transfer Learning. August 23, 2019
Ophthalmology Optical Coherence Tomography-Based Deep-Learning Models for Classifying Normal and Age-Related Macular Degeneration and Exudative and Non-Exudative Age-Related Macular Degeneration Changes. August 13, 2019
Ophthalmology Relative Afferent Pupillary Defect Screening through Transfer Learning. August 12, 2019
Oncology | Pathology TOP-GAN: Stain-free cancer cell classification using deep learning with a small training set. July 23, 2019
Bioinformatics | Chemistry | Proteomics MS/MS Spectrum Prediction for Modified Peptides Using pDeep2 Trained by Transfer Learning. July 8, 2019
Biological text mining | Information Extraction Domain Transformation on Biological Event Extraction By Learning Methods. June 21, 2019
Neuroscience | Rehabilitation Medicine DeepBehavior: A Deep Learning Toolbox for Automated Analysis of Animal and Human Behavior Imaging Data. May 28, 2019
Medical Imaging | Radiology Deep Learning- and Transfer Learning-Based Super Resolution Reconstruction from Single Medical Image. May 22, 2019
Climate science | Environmental Science | Hydrology Integrating camera imagery, crowdsourcing, and deep learning to improve high-frequency automated monitoring of snow at continental-to-global scales. May 20, 2019
Radiology Assessment of the generalization of learned image reconstruction and the potential for transfer learning. May 17, 2019
Ophthalmology Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks. May 14, 2019