Genetics

Genetics

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

11,104 articles

Subcategories: Genetics

Showing 3970-3990 of 11,104 articles

iRNA5hmC-HOC: High-order correlation information for identifying RNA 5-hydroxymethylcytosine modification.

RNA 5-hydroxymethylcytosine (5 hmC) is an important RNA modification, which plays vital role in seve...

Aug 2022 35918795

Protocol to estimate cell type proportions from bulk RNA-seq using DAISM-DNN.

Computational protocols for cell type deconvolution from bulk RNA-seq data have been used to underst...

Jul 2022 35942344

Automatic scoring of COVID-19 severity in X-ray imaging based on a novel deep learning workflow.

In this study, we propose a two-stage workflow used for the segmentation and scoring of lung disease...

Jul 2022 35896761

Neurochemical Concentration Prediction Using Deep Learning vs Principal Component Regression in Fast Scan Cyclic Voltammetry: A Comparison Study.

Neurotransmitters, such as dopamine and serotonin, are responsible for mediating a wide array of neu...

Jul 2022 35876751

A review of deep learning applications in human genomics using next-generation sequencing data.

Genomics is advancing towards data-driven science. Through the advent of high-throughput data genera...

Jul 2022 35879805

Benchmarking structural evolution methods for training of machine learned interatomic potentials.

When creating training data for machine-learned interatomic potentials (MLIPs), it is common to crea...

Jul 2022 35797983

Accurate somatic variant detection using weakly supervised deep learning.

Identification of somatic mutations in tumor samples is commonly based on statistical methods in com...

Jul 2022 35869060

IoMT-Based Mitochondrial and Multifactorial Genetic Inheritance Disorder Prediction Using Machine Learning.

A genetic disorder is a serious disease that affects a large number of individuals around the world....

Jul 2022 35909844

Comparative Analysis of Aesthetic Emotion of Dance Movement: A Deep Learning Based Approach.

Dance is a unique art with the human body movement as the main means, but dance is not limited to th...

Jul 2022 35909873

Teaching Analysis for Visual Communication Design with the Perspective of Digital Technology.

The turn of contemporary visual culture has led to the expansion of the connotation and scope of vis...

Jul 2022 35903440

On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request.

Spiking neural P systems (abbreviated as SNP systems) are models of computation that mimic the behav...

Jul 2022 35848458

Graph Neural Network with Self-Supervised Learning for Noncoding RNA-Drug Resistance Association Prediction.

Noncoding RNA(ncRNA) is closely related to drug resistance. Identifying the association between ncRN...

Jul 2022 35838124

Leveraging a Neuroevolutionary Approach for Classifying Violent Behavior in Video.

Security has become a critical issue for complex and expensive systems and day-to-day situations. In...

Jul 2022 35875734

Explainable Artificial Intelligence-Based IoT Device Malware Detection Mechanism Using Image Visualization and Fine-Tuned CNN-Based Transfer Learning Model.

Automated malware detection is a prominent issue in the world of network security because of the ris...

Jul 2022 35875737

Machine Learning Approaches to TCR Repertoire Analysis.

Sparked by the development of genome sequencing technology, the quantity and quality of data handled...

Jul 2022 35911778

BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection.

A promoter is a sequence of DNA that initializes the process of transcription and regulates whenever...

Jul 2022 35863177

Non-iterative learning machine for identifying CoViD19 using chest X-ray images.

CoViD19 is a novel disease which has created panic worldwide by infecting millions of people around ...

Jul 2022 35831332

Moving closer to experimental level materials property prediction using AI.

While experiments and DFT-computations have been the primary means for understanding the chemical an...

Jul 2022 35831344

Deep Learning Automation of Kidney, Liver, and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease.

Organ volume measurements are a key metric for managing ADPKD (the most common inherited renal disea...

Jul 2022 35894017

scDLC: a deep learning framework to classify large sample single-cell RNA-seq data.

BACKGROUND: Using single-cell RNA sequencing (scRNA-seq) data to diagnose disease is an effective te...

Jul 2022 35831808

A Pipeline for the Implementation and Visualization of Explainable Machine Learning for Medical Imaging Using Radiomics Features.

Machine learning (ML) models have been shown to predict the presence of clinical factors from medica...

Jul 2022 35890885

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