Deep learning in mesoscale brain microscopy image analysis: A review
R Chen, M Liu, W Chen, Y Wang, E Meijering - Computers in Biology and …, 2023 - Elsevier
Mesoscale microscopy images of the brain contain a wealth of information which can help
us understand the working mechanisms of the brain. However, it is a challenging task to …
us understand the working mechanisms of the brain. However, it is a challenging task to …
From pixels to connections: exploring in vitro neuron reconstruction software for network graph generation
Digital reconstruction has been instrumental in deciphering how in vitro neuron architecture
shapes information flow. Emerging approaches reconstruct neural systems as networks with …
shapes information flow. Emerging approaches reconstruct neural systems as networks with …
Image2Points: A 3D Point-based Context Clusters GAN for High-Quality PET Image Reconstruction
To obtain high-quality Positron emission tomography (PET) images while minimizing
radiation exposure, numerous methods have been proposed to reconstruct standard-dose …
radiation exposure, numerous methods have been proposed to reconstruct standard-dose …
3D Point-based Multi-Modal Context Clusters GAN for Low-Dose PET Image Denoising
To obtain high-quality Positron emission tomography (PET) images while minimizing
radiation hazards, various methods have been developed to acquire standard-dose PET …
radiation hazards, various methods have been developed to acquire standard-dose PET …
Refining Airway Segmentation Through Breakage Filling and Leakage Reduction Using Point Clouds
Y Hu, E Meijering, Y Song - 2024 IEEE/RSJ International …, 2024 - ieeexplore.ieee.org
Bronchoscopy reveals air passages and internal tissues for accurate diagnosis of various
lung diseases. Robot-assisted bronchoscopy using an airway tree model can help path …
lung diseases. Robot-assisted bronchoscopy using an airway tree model can help path …
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
S Pathak, P Kumar, N Mboga, G Steenackers… - arxiv preprint arxiv …, 2024 - arxiv.org
Point clouds acquired in constrained and challenging real-world settings are incomplete,
non-uniformly sparse, or both. These obstacles present acute challenges for a vital task …
non-uniformly sparse, or both. These obstacles present acute challenges for a vital task …
DINeuro: Distilling Knowledge from 2D Natural Images via Deformable Tubular Transferring Strategy for 3D Neuron Reconstruction
Reconstructing neuron morphology from 3D light microscope imaging data is critical to aid
neuroscientists in analyzing brain networks and neuroanatomy. With the boost from deep …
neuroscientists in analyzing brain networks and neuroanatomy. With the boost from deep …
Development and application of optical microscopy tools for the study of axon guidance
L Wunderlich - 2024 - repository.cam.ac.uk
During their development, neurons extend axons towards their target cells, where they
branch to establish connections. The navigation of axons relies on the presence of chemical …
branch to establish connections. The navigation of axons relies on the presence of chemical …