Neurology | Neuroscience A deep learning-based strategy for producing dense 3D segmentations from sparsely annotated 2D images. June 25, 2024
Other DeepMulticut: Deep Learning of Multicut Problem for Neuron Segmentation from Electron Microscopy Volume. June 4, 2024
Dermatology | Neurology | Pathology | Radiology MADR-Net: multi-level attention dilated residual neural network for segmentation of medical images. June 3, 2024
Cell Biology Diffusion-based deep learning method for augmenting ultrastructural imaging and volume electron microscopy. June 1, 2024
Biotechnology | Microscopy | Neuroscience Evaluating the Quality of Serial EM Sections with Deep Learning. May 3, 2024
Biology | Botany | Histology A robust transformer-based pipeline of 3D cell alignment, denoise and instance segmentation on electron microscopy sequence images. April 15, 2024
Electron Microscopy | Neuroscience Automatic classification and neurotransmitter prediction of synapses in electron microscopy. March 15, 2024
Oncology | Pathology Efficient semi-supervised semantic segmentation of electron microscopy cancer images with sparse annotations. January 1, 2024
Microscopy Deep Learning Approach for High-accuracy Electron Counting of Monolithic Active Pixel Sensor-type Direct Electron Detectors at Increased Electron Dose. December 9, 2023
Bioinformatics | Structural Biology DeepMainmast: integrated protocol of protein structure modeling for cryo-EM with deep learning and structure prediction. December 8, 2023
Neurology | Neuropathology AimSeg: A machine-learning-aided tool for axon, inner tongue and myelin segmentation. November 17, 2023