Genetics

Latest AI and machine learning research in genetics for healthcare professionals.

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Showing 4306-4326 of 11,117 articles
Supervised learning based on tumor imaging and biopsy transcriptomics predicts response of hepatocellular carcinoma to transarterial chemoembolization.

Although transarterial chemoembolization (TACE) is the most widely used treatment for intermediate-s...

Nov 2021 34841291
Application of Gauss Mutation Genetic Algorithm to Optimize Neural Network in Image Painting Art Teaching.

With the continuous application of the art industry in various fields, more and more people choose t...

Nov 2021 34824577
Analysis of College Student Registration Management and Change Prediction Based on Mutated Fuzzy Neural Network Algorithm.

Nowadays, a large number of students' academic registrations change every year in universities, but ...

Nov 2021 34824581
Artificial Intelligence as Accelerator for Genomic Medicine and Planetary Health.

Genomic medicine has made important strides over the past several decades, but as new insights and t...

Nov 2021 34780300
iDHS-DT: Identifying DNase I hypersensitive sites by integrating DNA dinucleotide and trinucleotide information.

DNase I hypersensitive sites (DHSs) is important for identifying the location of gene regulatory ele...

Nov 2021 34798459
Amino acid environment affinity model based on graph attention network.

Proteins are engines involved in almost all functions of life. They have specific spatial structures...

Nov 2021 34775920
Metagenomic Sequencing Analysis for Acne Using Machine Learning Methods Adapted to Single or Multiple Data.

The human health status can be assessed by the means of research and analysis of the human microbiom...

Nov 2021 34812271
MitoScape: A big-data, machine-learning platform for obtaining mitochondrial DNA from next-generation sequencing data.

The growing number of next-generation sequencing (NGS) data presents a unique opportunity to study t...

Nov 2021 34762648
Discriminating Neoplastic from Nonneoplastic Tissues Using an miRNA-Based Deep Cancer Classifier.

Next-generation sequencing has enabled the collection of large biological data sets, allowing novel ...

Nov 2021 34774515
Learning the local landscape of protein structures with convolutional neural networks.

One fundamental problem of protein biochemistry is to predict protein structure from amino acid sequ...

Nov 2021 34751854
A robust and stable gene selection algorithm based on graph theory and machine learning.

BACKGROUND: Nowadays we are observing an explosion of gene expression data with phenotypes. It enabl...

Nov 2021 34753514
Machine learning random forest for predicting oncosomatic variant NGS analysis.

Since 2017, we have used IonTorrent NGS platform in our hospital to diagnose and treat cancer. Analy...

Nov 2021 34750410
Development of a Machine Learning Classifier for Brain Tumors Diagnosis Based on DNA Methylation Profile.

More than 150 types of brain tumors have been documented. Accurate diagnosis is important for makin...

Nov 2021 36303797
Deep learning predicts epidermal growth factor receptor mutation subtypes in lung adenocarcinoma.

PURPOSE: This study aimed to explore the predictive ability of deep learning (DL) for the common epi...

Nov 2021 34669994
FTWSVM-SR: DNA-Binding Proteins Identification via Fuzzy Twin Support Vector Machines on Self-Representation.

Due to the high cost of DNA-binding proteins (DBPs) detection, many machine learning algorithms (ML)...

Nov 2021 34743286
Evaluating the presence of deregulated tumoral onco-microRNAs in serum-derived exosomes of gastric cancer patients as noninvasive diagnostic biomarkers.

Exosomal microRNAs (miRNAs) are emerging diagnostic biomarkers for different types of cancers. We a...

Nov 2021 35411299
Establishment of a 13 genes-based molecular prediction score model to discriminate the neurotoxic potential of food relevant-chemicals.

Although many neurotoxicity prediction studies of food additives have been developed, they are appli...

Nov 2021 34748853
Accuracy of deep learning-based computed tomography diagnostic system for COVID-19: A consecutive sampling external validation cohort study.

Ali-M3, an artificial intelligence program, analyzes chest computed tomography (CT) and detects the ...

Nov 2021 34735458
PrognosiT: Pathway/gene set-based tumour volume prediction using multiple kernel learning.

BACKGROUND: Identification of molecular mechanisms that determine tumour progression in cancer patie...

Nov 2021 34727887
Correspondence between neuroevolution and gradient descent.

We show analytically that training a neural network by conditioned stochastic mutation or neuroevolu...

Nov 2021 34728632
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