AIMC Topic: Developmental Biology
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What does evolution make? Learning in living lineages and machines.
Trends in genetics : TIG
Jun 10, 2025
How does genomic information unfold, to give rise to self-constructing living organisms with problem-solving capacities at all levels of organization? We review recent progress that unifies work in developmental genetics and machine learning (ML) to ...
Machine learning approaches for image classification in developmental biology and clinical embryology.
Development (Cambridge, England)
Feb 17, 2025
The rapid increase in the amount of available biological data together with increasing computational power and innovative new machine learning algorithms has resulted in great potential for machine learning approaches to revolutionise image analysis ...
Dev-ResNet: automated developmental event detection using deep learning.
The Journal of experimental biology
May 29, 2024
Delineating developmental events is central to experimental research using early life stages, permitting widespread identification of changes in event timing between species and environments. Yet, identifying developmental events is incredibly challe...
Resolving complex cartilage structures in developmental biology via deep learning-based automatic segmentation of X-ray computed microtomography images.
Scientific reports
May 24, 2022
The complex shape of embryonic cartilage represents a true challenge for phenotyping and basic understanding of skeletal development. X-ray computed microtomography (μCT) enables inspecting relevant tissues in all three dimensions; however, most 3D m...
What machine learning can do for developmental biology.
Development (Cambridge, England)
Jan 10, 2021
Developmental biology has grown into a data intensive science with the development of high-throughput imaging and multi-omics approaches. Machine learning is a versatile set of techniques that can help make sense of these large datasets with minimal ...
DNA is not an ontologically distinctive developmental cause.
Studies in history and philosophy of biological and biomedical sciences
Dec 30, 2019
In this article I critically evaluate the thesis that DNA is an ontologically distinctive developmental cause. I shall critically analyse different versions of the latter thesis by taking into consideration concrete developmental cases. I shall argue...
Research Progress on Developmental Biology of Sarcosaprophagous Insects.
Fa yi xue za zhi
Oct 25, 2021
Forensic entomology provides a feasible way to estimate postmortem interval (PMI), of which the growth and development of sarcosaprophagous insects is the most widely used indicator in forensic practice. Over the years, forensic entomologists have ca...
Perspectives and applications of machine learning for evolutionary developmental biology.
Molecular omics
Oct 8, 2018
Evolutionary Developmental Biology (Evo-Devo) is an ever-expanding field that aims to understand how development was modulated by the evolutionary process. In this sense, "omic" studies emerged as a powerful ally to unravel the molecular mechanisms u...
New Frontiers in Language Evolution and Development.
Topics in cognitive science
Apr 1, 2016
This article introduces the Special Issue and its focus on research in language evolution with emphasis on theory as well as computational and robotic modeling. A key theme is based on the growth of evolutionary developmental biology or evo-devo. The...
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