Nephrology | Pathology Quantifying the effects of biopsy fixation and staining panel design on automatic instance segmentation of immune cells in human lupus nephritis. January 9, 2021
Dermatology | Gastroenterology | Radiology Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning. November 30, 2020
Dermatology | Pathology | Radiology Deep learning-level melanoma detection by interpretable machine learning and imaging biomarker cues. November 28, 2020
Ophthalmology High signal-to-noise ratio reconstruction of low bit-depth optical coherence tomography using deep learning. November 16, 2020
Hematology Automatic detection and characterization of quantitative phase images of thalassemic red blood cells using a mask region-based convolutional neural network. November 14, 2020
Cell Biology | Pathology Leukocyte super-resolution via geometry prior and structural consistency. October 6, 2020
Bioinformatics | Cell Biology | Pathology Virtual organelle self-coding for fluorescence imaging via adversarial learning. September 30, 2020
Ophthalmology Automatic diagnosis of macular diseases from OCT volume based on its two-dimensional feature map and convolutional neural network with attention mechanism. September 17, 2020
Cardiology | Radiology Automated classification of coronary plaque calcification in OCT pullbacks with 3D deep neural networks. September 11, 2020
Biomedical Engineering | Radiology Toward accurate quantitative photoacoustic imaging: learning vascular blood oxygen saturation in three dimensions. August 25, 2020
Oncology | Otolaryngology | Pathology Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks. May 21, 2019
Neuroimaging | Neurology fNIRS improves seizure detection in multimodal EEG-fNIRS recordings. February 8, 2019