Article

Evaluation of the morphological and biological functions of vascularized microphysiological systems with supervised machine learning

2023-01-15

Abstract excerpt

Vascularized microphysiological systems and organoids are contemporary preclinical experimental platforms representing human tissue or organ function in health and disease. While vascularization is emerging as a necessary physiological organ-level feature required in most such systems, there is no standard tool or morphological metric to measure the performance or biological function of vascularized networks withi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 8f8edf49-5601-5c9a-b7d4-e09d9759693e
DOI: 10.1101/2023.01.12.523755

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Evaluation of the morphological and biological functions of vascularized microphysiological systems with supervised machine learningDOI 10.1101/2023.01.12.523755Read

Anatomical structures, cell types, and biomarkers of the healthy human blood vasculatureSemantic proximity Read

AutoTube: a novel software for the automated morphometric analysis of vascular networks in tissuesSemantic proximity Read

Semi-automated protocol to quantify and characterize fluorescent three-dimensional vascular imagesSemantic proximity Read

3D tumor angiogenesis models: recent advances and challengesSemantic proximity Read

Spheroid-based engineering of a human vasculature in miceSemantic proximity Read

Methods for Processing and Analyzing Images of Vascularized Micro-Organ and Tumor SystemsSemantic proximity Read

Vessel Metrics: A python based software tool for automated analysis of vascular structure in confocal imagingSemantic proximity Read

Vascular heterogeneity and specialization in development and diseaseSemantic proximity Read

Recent Advances and Future Perspectives in Vascular Organoids and Vessel-on-ChipSemantic proximity Read

VESGEN 2D: Automated, User‐Interactive Software for Quantification and Mapping of Angiogenic and Lymphangiogenic Trees and NetworksSemantic proximity Read

Integrated Framework for Multiscale Microvascular ModelsSemantic proximity Read

3DVascNet: an automated software for segmentation and quantification of vascular networks in 3DSemantic proximity Read