Sep 14, 2022 · In this paper, we propose a two-stage deep neural network to achieve fast and accurate soma detection in large-scale and high-resolution whole ...
Dec 29, 2022 · A two-stage deep neural network is proposed to achieve fast and accurate soma detection in large-scale and high-resolution whole mouse brain ...
Sep 14, 2022 · 3D soma detection in whole brain images is a critical step ... 3D Soma Detection in Large-Scale Whole Brain Images via a Two-Stage Neural Network
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Publications. Complete list of 1 publication with Xiaodan Wei: Journal Articles. 3D Soma Detection in Large-Scale Whole Brain Images via a Two-Stage Neural ...
Using MOST technology, we acquired 3D whole-brain images of six AD mice, and sampled the imaging data of four regions in each mouse brain for AD progression ...
Sep 28, 2023 · Training models using manually traced annotations for complex and extensive axons in large-scale 3D whole brains or delineating multiple brain ...
May 28, 2021 · We demonstrate the applicability and power of our approach by mapping the brain-wide locations of large populations of cells labeled with ...
This method is promising for accurately localizing neurons in large‐scale neuron images. View ... Most previous approaches for neuronal cell body ...
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The novel method has potential for high-throughput neuronal soma segmentation in large-scale optical imaging data for neuron morphology quantitative analysis.
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Mar 4, 2021 · Here we present an open- source algorithm for fully automated 3D detection of neuronal somata in mouse whole-brain microscopy images using stan-.