Whole-cell organelle segmentation in volume electron microscopy
Cells contain hundreds of organelles and macromolecular assemblies. Obtaining a
complete understanding of their intricate organization requires the nanometre-level, three …
complete understanding of their intricate organization requires the nanometre-level, three …
Supervoxel-based segmentation of mitochondria in em image stacks with learned shape features
It is becoming increasingly clear that mitochondria play an important role in neural function.
Recent studies show mitochondrial morphology to be crucial to cellular physiology and …
Recent studies show mitochondrial morphology to be crucial to cellular physiology and …
Automated detection and segmentation of synaptic contacts in nearly isotropic serial electron microscopy images
We describe a protocol for fully automated detection and segmentation of asymmetric,
presumed excitatory, synapses in serial electron microscopy images of the adult mammalian …
presumed excitatory, synapses in serial electron microscopy images of the adult mammalian …
Ion-abrasion scanning electron microscopy reveals surface-connected tubular conduits in HIV-infected macrophages
AE Bennett, K Narayan, D Shi, LM Hartnell… - PLoS …, 2009 - journals.plos.org
HIV-1-containing internal compartments are readily detected in images of thin sections from
infected cells using conventional transmission electron microscopy, but the origin …
infected cells using conventional transmission electron microscopy, but the origin …
Machine learning for locating organic matter and pores in scanning electron microscopy images of organic-rich shales
For purposes of locating kerogen/organic matter and pores in SEM images of shale
samples, we tested an automated SEM-image segmentation workflow involving feature …
samples, we tested an automated SEM-image segmentation workflow involving feature …
A fully automated approach to segmentation of irregularly shaped cellular structures in EM images
While there has been substantial progress in segmenting natural images, state-of-the-art
methods that perform well in such tasks unfortunately tend to underperform when confronted …
methods that perform well in such tasks unfortunately tend to underperform when confronted …
3D imaging of mammalian cells with ion-abrasion scanning electron microscopy
JAW Heymann, D Shi, S Kim, D Bliss, JLS Milne… - Journal of structural …, 2009 - Elsevier
Understanding the hierarchical organization of molecules and organelles within the interior
of large eukaryotic cells is a challenge of fundamental interest in cell biology. We are using …
of large eukaryotic cells is a challenge of fundamental interest in cell biology. We are using …
A workflow for the automatic segmentation of organelles in electron microscopy image stacks
Electron microscopy (EM) facilitates analysis of the form, distribution, and functional status of
key organelle systems in various pathological processes, including those associated with …
key organelle systems in various pathological processes, including those associated with …
Automatic reconstruction of mitochondria and endoplasmic reticulum in electron microscopy volumes by deep learning
J Liu, L Li, Y Yang, B Hong, X Chen, Q **e… - Frontiers in …, 2020 - frontiersin.org
Together, mitochondria and the endoplasmic reticulum (ER) occupy more than 20% of a
cell's volume, and morphological abnormality may lead to cellular function disorders. With …
cell's volume, and morphological abnormality may lead to cellular function disorders. With …
Fast mitochondria detection for connectomics
High-resolution connectomics data allows for the identification of dysfunctional mitochondria
which are linked to a variety of diseases such as autism or bipolar. However, manual …
which are linked to a variety of diseases such as autism or bipolar. However, manual …