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Machine learning in electron microscopy for advanced nanocharacterization: current developments, available tools and future outlook
In the last few years, electron microscopy has experienced a new methodological paradigm
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …
Extracellular matrix mechanobiology in cancer cell migration
The extracellular matrix (ECM) is pivotal in modulating tumor progression. Besides
chemically stimulating tumor cells, it also offers physical support that orchestrates the …
chemically stimulating tumor cells, it also offers physical support that orchestrates the …
Spatiotemporal dynamics of PIEZO1 localization controls keratinocyte migration during wound healing
Keratinocytes, the predominant cell type of the epidermis, migrate to reinstate the epithelial
barrier during wound healing. Mechanical cues are known to regulate keratinocyte re …
barrier during wound healing. Mechanical cues are known to regulate keratinocyte re …
Orientation-invariant autoencoders learn robust representations for shape profiling of cells and organelles
Cell and organelle shape are driven by diverse genetic and environmental factors and thus
accurate quantification of cellular morphology is essential to experimental cell biology …
accurate quantification of cellular morphology is essential to experimental cell biology …
Pressure and stiffness sensing together regulate vascular smooth muscle cell phenotype switching
P Swiatlowska, B Sit, Z Feng, E Marhuenda… - Science …, 2022 - science.org
Vascular smooth muscle cells (VSMCs) play a central role in the progression of
atherosclerosis, where they switch from a contractile to a synthetic phenotype. Because of …
atherosclerosis, where they switch from a contractile to a synthetic phenotype. Because of …
[HTML][HTML] AI-driven 3D bioprinting for regenerative medicine: from bench to bedside
In recent decades, 3D bioprinting has garnered significant research attention due to its
ability to manipulate biomaterials and cells to create complex structures precisely. However …
ability to manipulate biomaterials and cells to create complex structures precisely. However …
Classification of circulating tumor cell clusters by morphological characteristics using convolutional neural network-support vector machine
Metastasis is the leading cause of cancer-associated deaths, and the circulating tumor cell
(CTC) cluster plays a significant role as a precursor to metastasis. Thus, there is a great …
(CTC) cluster plays a significant role as a precursor to metastasis. Thus, there is a great …
Mechanical tension mobilizes Lgr6+ epidermal stem cells to drive skin growth
Uniquely among mammalian organs, skin is capable of marked size change in adults, yet
the mechanisms underlying this notable capacity are unclear. Here, we use a system of …
the mechanisms underlying this notable capacity are unclear. Here, we use a system of …
VistoSeg: Processing utilities for high-resolution images for spatially resolved transcriptomics data
Spatially resolved transcriptomics (SRT) is a growing field that links gene expression to
anatomical context. SRT approaches that use next-generation sequencing (NGS) combine …
anatomical context. SRT approaches that use next-generation sequencing (NGS) combine …
Disruption of NEUROD2 causes a neurodevelopmental syndrome with autistic features via cell-autonomous defects in forebrain glutamatergic neurons
K Runge, R Mathieu, S Bugeon, S Lafi, C Beurrier… - Molecular …, 2021 - nature.com
While the transcription factor NEUROD2 has recently been associated with epilepsy, its
precise role during nervous system development remains unclear. Using a multi-scale …
precise role during nervous system development remains unclear. Using a multi-scale …