AIMC Topic: Cell Movement
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Applying artificial intelligence to determination of legal age of majority from radiographic data.
Morphologie : bulletin de l'Association des anatomistes
Oct 31, 2023
Forensic odontologists use biological patterns to estimate chronological age for the judicial system. The age of majority is a legally significant period with a limited set of reliable oral landmarks. Currently, experts rely on the questionable devel...
Machine learning approaches for predicting Cracking Tolerance Index (CTIndex) of asphalt concrete containing reclaimed asphalt pavement.
PloS one
Oct 26, 2023
One of the various sorts of damage to asphalt concrete is cracking. Repeated loads, the deterioration or aging of material combinations, or structural factors can contribute to the development of cracks. Asphalt concrete's crack resistance is represe...
COSMOS: a platform for real-time morphology-based, label-free cell sorting using deep learning.
Communications biology
Sep 22, 2023
Cells are the singular building blocks of life, and a comprehensive understanding of morphology, among other properties, is crucial to the assessment of underlying heterogeneity. We developed Computational Sorting and Mapping of Single Cells (COSMOS)...
Topological data analysis of spatial patterning in heterogeneous cell populations: clustering and sorting with varying cell-cell adhesion.
NPJ systems biology and applications
Sep 14, 2023
Different cell types aggregate and sort into hierarchical architectures during the formation of animal tissues. The resulting spatial organization depends (in part) on the strength of adhesion of one cell type to itself relative to other cell types. ...
Research on automatic classification and detection of chicken parts based on deep learning algorithm.
Journal of food science
Sep 1, 2023
Accurate classification and identification of chicken parts are critical to improve the productivity and processing speed in poultry processing plants. However, the overlapping of chicken parts has an impact on the effectiveness of the identification...
Investigation with able-bodied subjects suggests Myosuit may potentially serve as a stair ascent training robot.
Scientific reports
Aug 29, 2023
Real world settings are seldomly just composed of level surfaces and stairs are frequently encountered in daily life. Unfortunately, ~ 90% of the elderly population use some sort of compensation pattern in order to negotiate stairs. Because the biome...
Enhancing robustness, precision, and speed of traction force microscopy with machine learning.
Biophysical journal
Jul 31, 2023
Traction patterns of adherent cells provide important information on their interaction with the environment, cell migration, or tissue patterns and morphogenesis. Traction force microscopy is a method aimed at revealing these traction patterns for ad...
A machine learning based approach for quantitative evaluation of cell migration in Transwell assays based on deformation characteristics.
The Analyst
Mar 13, 2023
Many pathological and physiological processes, including embryonic development, immune response and cancer metastasis, involve studies on cell migration, and especially detection methods, for which it is difficult to satisfy the requirements for rapi...
High precision tracking analysis of cell position and motion fields using 3D U-net network models.
Computers in biology and medicine
Jan 26, 2023
Cells are the basic units of biological organization, and the quantitative analysis of cellular states is an important topic in medicine and is valuable in revealing the complex mechanisms of microscopic world organisms. In order to better understand...
An AVMD-DBN-ELM Model for Bearing Fault Diagnosis.
Sensors (Basel, Switzerland)
Dec 1, 2022
Rotating machinery often works under complex and variable working conditions; the vibration signals that are widely used for the health monitoring of rotating machinery show extremely complicated dynamic frequency characteristics. It is unlikely that...
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