AIMC Topic: Microvessels
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Micro-morphological feature visualization, auto-classification, and evolution quantitative analysis of tumors by using SR-PCT.
Cancer medicine
Mar 7, 2021
Tissue micro-morphological abnormalities and interrelated quantitative data can provide immediate evidences for tumorigenesis and metastasis in microenvironment. However, the multiscale three-dimensional nondestructive pathological visualization, mea...
X-Ray Microtomography
Synchrotrons
Microvessels
Intestinal Neoplasms
Principal Component Analysis
Area Under Curve
Neovascularization, Pathologic
Humans
Specimen Handling
Neural Networks, Computer
Machine Learning
Tumor Microenvironment
Liver Neoplasms
Liver
Tomography, X-Ray Computed
Stomach Neoplasms
Vascular Aging Detected by Peripheral Endothelial Dysfunction Is Associated With ECG-Derived Physiological Aging.
Journal of the American Heart Association
Jan 17, 2021
Background An artificial intelligence algorithm that detects age using the 12-lead ECG has been suggested to signal "physiologic age." This study aimed to investigate the association of peripheral microvascular endothelial function (PMEF) as an index...
Exploring the effect of hypertension on retinal microvasculature using deep learning on East Asian population.
PloS one
Mar 5, 2020
Hypertension is the leading risk factor of cardiovascular disease and has profound effects on both the structure and function of the microvasculature. Abnormalities of the retinal vasculature may reflect the degree of microvascular damage due to hype...
Machine Learning for Predicting Complications in Head and Neck Microvascular Free Tissue Transfer.
The Laryngoscope
Jan 28, 2020
OBJECTIVES/HYPOTHESIS: Machine learning (ML) is a type of artificial intelligence wherein a computer learns patterns and associations between variables to correctly predict outcomes. The objectives of this study were to 1) use a ML platform to identi...
Microvascularity detection and quantification in glioma: a novel deep-learning-based framework.
Laboratory investigation; a journal of technical methods and pathology
Jun 14, 2019
Microvascularity is highly correlated with the grading and subtyping of gliomas, making this one of its most important histological features. Accurate quantitative analysis of microvessels is helpful for the development of a targeted therapy for anti...
Classification of Patients with Coronary Microvascular Dysfunction.
IEEE/ACM transactions on computational biology and bioinformatics
May 2, 2019
While coronary microvascular dysfunction (CMD) is a major cause of ischemia, it is very challenging to diagnose due to lack of CMD-specific screening measures. CMD has been identified as one of the five priority areas of investigation in a 2014 Natio...
Detecting Vascular Age Using the Analysis of Peripheral Pulse.
IEEE transactions on bio-medical engineering
Mar 9, 2018
UNLABELLED: Vascular ageing is known to be accompanied by arterial stiffening and vascular endothelial dysfunction, and represents an independent factor contributing to the development of cardiovascular disease. The microvascular pulse is affected by...
Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks.
BMC bioinformatics
Feb 27, 2018
BACKGROUND: Pathological angiogenesis has been identified in many malignancies as a potential prognostic factor and target for therapy. In most cases, angiogenic analysis is based on the measurement of microvessel density (MVD) detected by immunostai...
Interactive phenotyping of large-scale histology imaging data with HistomicsML.
Scientific reports
Nov 6, 2017
Whole-slide imaging of histologic sections captures tissue microenvironments and cytologic details in expansive high-resolution images. These images can be mined to extract quantitative features that describe tissues, yielding measurements for hundre...
Current Advances in Classification, Prediction and Management of Microvascular Invasion in Hepatocellular Carcinoma.
Journal of cellular and molecular medicine
Aug 1, 2025
Liver resection remains the mainstay curative treatment for hepatocellular carcinoma (HCC); however, the recurrence rate is reported to exceed 70% within 5 years after surgery. Microvascular invasion (MVI) has attracted great research interest in the...
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