Other DeepMulticut: Deep Learning of Multicut Problem for Neuron Segmentation from Electron Microscopy Volume. June 4, 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
Neurology | Neuroscience | Psychiatry Fear memory-associated synaptic and mitochondrial changes revealed by deep learning-based processing of electron microscopy data. August 4, 2022
Pathology Denoising of scanning electron microscope images for biological ultrastructure enhancement. April 26, 2022
Micro-connectomics | Neuroanatomy | Neurology Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics. March 26, 2022
Anatomy | Biochemistry | Cell Biology Three-dimensional ATUM-SEM reconstruction and analysis of hepatic endoplasmic reticulumāorganelle interactions. May 28, 2021
Medical Virology Virus identification in electron microscopy images by residual mixed attention network. October 19, 2020
Bioinformatics | Cell Biology Automatic Reconstruction of Mitochondria and Endoplasmic Reticulum in Electron Microscopy Volumes by Deep Learning. August 14, 2020
Ophthalmology | Pathology An Innovative Method for Screening and Evaluating the Degree of Diabetic Retinopathy and Drug Treatment Based on Artificial Intelligence Algorithms. June 5, 2020
Biomedical imaging | Computational Biology | Neurology Dual Networks for High-Precision and High-Speed Registration of Brain Electron Microscopy Images. February 12, 2020
Neurology | Neuroscience Effective automated pipeline for 3D reconstruction of synapses based on deep learning. February 15, 2019
Cell Biology | Neuroscience Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network. December 7, 2018