Biomedical imaging | Radiology Intelligent skin-removal photoacoustic computed tomography for human based on deep learning. August 2, 2024
Imaging Science | Neurology | Neuroscience Simultaneous removal of noise and correction of motion warping in neuron calcium imaging using a pipeline structure of self-supervised deep learning models. July 18, 2024
Gastroenterology | Imaging | Ophthalmology ATN-Res2Unet: an advanced deep learning network for the elimination of saturation artifacts in endoscopy optical coherence tomography. June 11, 2024
Radiology Multi-scale feature aggregation and fusion network with self-supervised multi-level perceptual loss for textures preserving low-dose CT denoising. April 9, 2024
Neurology | Ophthalmology | Pathology | Radiology WSA-MP-Net: Weak-signal-attention and multi-scale perception network for microvascular extraction in optical-resolution photoacoustic microcopy. March 22, 2024
Ophthalmology CSANet: a lightweight channel and spatial attention neural network for grading diabetic retinopathy with optical coherence tomography angiography. February 28, 2024
Ophthalmology High-precision retinal blood vessel segmentation based on a multi-stage and dual-channel deep learning network. January 10, 2024
Ophthalmology Deep-learning segmentation method for optical coherence tomography angiography in ophthalmology. October 6, 2023
Biomedical imaging | Deep Learning in Medical Imaging | Photoacoustic Imaging Depth-extended acoustic-resolution photoacoustic microscopy based on a two-stage deep learning network. August 29, 2022
Ophthalmology SS-net: split and spatial attention network for vessel segmentation of retinal OCT angiography. March 25, 2022
Oncology | Pathology DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network. November 9, 2020