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Learning with limited annotations: a survey on deep semi-supervised learning for medical image segmentation
Medical image segmentation is a fundamental and critical step in many image-guided
clinical approaches. Recent success of deep learning-based segmentation methods usually …
clinical approaches. Recent success of deep learning-based segmentation methods usually …
Astrocyte morphology
KT Baldwin, KK Murai, BS Khakh - Trends in cell biology, 2024 - cell.com
Astrocytes are predominant glial cells that tile the central nervous system (CNS). A cardinal
feature of astrocytes is their complex and visually enchanting morphology, referred to as …
feature of astrocytes is their complex and visually enchanting morphology, referred to as …
A petavoxel fragment of human cerebral cortex reconstructed at nanoscale resolution
To fully understand how the human brain works, knowledge of its structure at high resolution
is needed. Presented here is a computationally intensive reconstruction of the ultrastructure …
is needed. Presented here is a computationally intensive reconstruction of the ultrastructure …
Segment anything for microscopy
Accurate segmentation of objects in microscopy images remains a bottleneck for many
researchers despite the number of tools developed for this purpose. Here, we present …
researchers despite the number of tools developed for this purpose. Here, we present …
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 …
A connectome and analysis of the adult Drosophila central brain
The neural circuits responsible for animal behavior remain largely unknown. We summarize
new methods and present the circuitry of a large fraction of the brain of the fruit fly …
new methods and present the circuitry of a large fraction of the brain of the fruit fly …
Whole-animal connectomes of both Caenorhabditis elegans sexes
Abstract Knowledge of connectivity in the nervous system is essential to understanding its
function. Here we describe connectomes for both adult sexes of the nematode …
function. Here we describe connectomes for both adult sexes of the nematode …
A connectomic study of a petascale fragment of human cerebral cortex
We acquired a rapidly preserved human surgical sample from the temporal lobe of the
cerebral cortex. We stained a 1 mm3 volume with heavy metals, embedded it in resin, cut …
cerebral cortex. We stained a 1 mm3 volume with heavy metals, embedded it in resin, cut …
[HTML][HTML] Reconstruction of neocortex: Organelles, compartments, cells, circuits, and activity
We assembled a semi-automated reconstruction of L2/3 mouse primary visual cortex from∼
250× 140× 90 μm 3 of electron microscopic images, including pyramidal and non-pyramidal …
250× 140× 90 μm 3 of electron microscopic images, including pyramidal and non-pyramidal …
Connectomes across development reveal principles of brain maturation
An animal's nervous system changes as its body grows from birth to adulthood and its
behaviours mature,,,,,,–. The form and extent of circuit remodelling across the connectome is …
behaviours mature,,,,,,–. The form and extent of circuit remodelling across the connectome is …