Genetics

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

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Showing 988-1008 of 10,366 articles
Identification of Biomarkers for Response to Interferon in Chronic Hepatitis B Based on Bioinformatics Analysis and Machine Learning.

Interferon (IFN) is a pivotal agent against hepatitis B virus (HBV) in clinic, but there is a lack o...

Machine learning selection of basement membrane-associated genes and development of a predictive model for kidney fibrosis.

This study investigates the role of basement membrane-related genes in kidney fibrosis, a significan...

Enhancing Functional Protein Design Using Heuristic Optimization and Deep Learning for Anti-Inflammatory and Gene Therapy Applications.

Protein sequence design is a highly challenging task, aimed at discovering new proteins that are mor...

Explainable AI-driven prediction of APE1 inhibitors: enhancing cancer therapy with machine learning models and feature importance analysis.

The viability of cells and the integrity of the genome depend on the detection and repair of damaged...

Deep learning imputes DNA methylation states in single cells and enhances the detection of epigenetic alterations in schizophrenia.

DNA methylation (DNAm) is a key epigenetic mark with essential roles in gene regulation, mammalian d...

Genetic association studies using disease liabilities from deep neural networks.

The case-control study is a widely used method for investigating the genetic underpinnings of binary...

RNA structure prediction using deep learning - A comprehensive review.

In computational biology, accurate RNA structure prediction offers several benefits, including facil...

Explainable artificial intelligence of DNA methylation-based brain tumor diagnostics.

We have recently developed a machine learning classifier that enables fast, accurate, and affordable...

Coal and gas outburst prediction based on data augmentation and neuroevolution.

Coal and gas outburst (CGO) is a complicated natural disaster in underground coal mine production. I...

Improved genetic algorithm based on greedy and simulated annealing ideas for vascular robot ordering strategy.

This study presents a comprehensive approach for optimizing the acquisition, utilization, and mainte...

Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network.

Generative Adversarial Networks (GANs) are effective for image generation, but their unstable traini...

Integration of 101 machine learning algorithm combinations to unveil m6A/m1A/m5C/m7G-associated prognostic signature in colorectal cancer.

Colorectal cancer (CRC) is the most common malignancy in the digestive system, with a lower 5-year o...

Realizing the promise of machine learning in precision oncology: expert perspectives on opportunities and challenges.

BACKGROUND: The ability of machine learning (ML) to process and learn from large quantities of heter...

Stress management with HRV following AI, semantic ontology, genetic algorithm and tree explainer.

Heart Rate Variability (HRV) serves as a vital marker of stress levels, with lower HRV indicating hi...

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