AIMC Topic: Biological Evolution

Clear Filters Showing 21 to 30 of 162 articles

N-Level Hierarchy-Based Optimal Control to Develop Therapeutic Strategies for Ecological Evolutionary Dynamics Systems.

IEEE transactions on neural networks and learning systems Feb 29, 2024
This article mainly proposes an evolutionary algorithm and its first application to develop therapeutic strategies for ecological evolutionary dynamics systems (EEDS), obtaining the balance between tumor cells and immune cells by rationally arranging...
Humans Neural Networks, Computer Benchmarking Biological Evolution Research Design Algorithms
View on PubMed DOI

AI-based discovery of habitats from museum collections.

Trends in ecology & evolution Feb 13, 2024
Museum collection records are a source of historic data for species occurrence, but little attention is paid to the associated descriptions of habitat at the sample locations. We propose that artificial intelligence methods have potential to use thes...
Museums Biological Evolution Artificial Intelligence Ecosystem
View on PubMed DOI

A Novel Approach Utilizing Domain Adversarial Neural Networks for the Detection and Classification of Selective Sweeps.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Feb 2, 2024
The identification and classification of selective sweeps are of great significance for improving the understanding of biological evolution and exploring opportunities for precision medicine and genetic improvement. Here, a domain adaptation sweep de...
Biological Evolution Genomics Neural Networks, Computer
View on PubMed DOI

A neural network model for the evolution of learning in changing environments.

PLoS computational biology Jan 30, 2024
Learning from past experience is an important adaptation and theoretical models may help to understand its evolution. Many of the existing models study simple phenotypes and do not consider the mechanisms underlying learning while the more complex ne...
Phenotype Biological Evolution Models, Biological Neural Networks, Computer Algorithms
View on PubMed DOI

Evolutionary gravitational neocognitron neural network optimized with marine predators optimization algorithm for MRI brain tumor classification.

Electromagnetic biology and medicine Jan 13, 2024
Magnetic resonance imaging (MRI) is a powerful tool for tumor diagnosis in human brain. Here, the MRI images are considered to detect the brain tumor and classify the regions as meningioma, glioma, pituitary and normal types. Numerous existing method...
Neural Networks, Computer Algorithms Humans Magnetic Resonance Imaging Gravitation Image Processing, Computer-Assisted Brain Neoplasms Biological Evolution
View on PubMed DOI

Towards Personalised Mood Prediction and Explanation for Depression from Biophysical Data.

Sensors (Basel, Switzerland) Dec 27, 2023
Digital health applications using Artificial Intelligence (AI) are a promising opportunity to address the widening gap between available resources and mental health needs globally. Increasingly, passively acquired data from wearables are augmented wi...
Biological Evolution Algorithms Artificial Intelligence Affect Depression Humans
View on PubMed DOI

A deep learning method for drug-target affinity prediction based on sequence interaction information mining.

PeerJ Dec 11, 2023
BACKGROUND: A critical aspect of drug discovery involves the prediction of drug-target affinity (DTA). Conducting wet lab experiments to determine affinity is both expensive and time-consuming, making it necessary to find alternative approaches. In ...
Biological Evolution Drug Discovery Drug Delivery Systems Deep Learning
View on PubMed DOI

On convolutional neural networks for selection inference: Revealing the effect of preprocessing on model learning and the capacity to discover novel patterns.

PLoS computational biology Nov 27, 2023
A central challenge in population genetics is the detection of genomic footprints of selection. As machine learning tools including convolutional neural networks (CNNs) have become more sophisticated and applied more broadly, these provide a logical ...
Genomics Biological Evolution Neural Networks, Computer Machine Learning Humans Genetics, Population
View on PubMed DOI

Uncovering developmental time and tempo using deep learning.

Nature methods Nov 23, 2023
During animal development, embryos undergo complex morphological changes over time. Differences in developmental tempo between species are emerging as principal drivers of evolutionary novelty, but accurate description of these processes is very chal...
Animals Biological Evolution Deep Learning Embryonic Development Temperature
View on PubMed DOI

A novel method for identifying key genes in macroevolution based on deep learning with attention mechanism.

Scientific reports Nov 13, 2023
Macroevolution can be regarded as the result of evolutionary changes of synergistically acting genes. Unfortunately, the importance of these genes in macroevolution is difficult to assess and hence the identification of macroevolutionary key genes is...
Deep Learning Phylogeny Moths Genomics Animals Butterflies Biological Evolution
View on PubMed DOI
Popular Topics
Recent Journals