Genetics

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

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Showing 2416-2436 of 11,076 articles
Non-Invasive Biomarkers in the Era of Big Data and Machine Learning.

Invasive diagnostic techniques, while offering critical insights into disease pathophysiology, are o...

Feb 2025 40096210
Pharmacogenomics and response to lithium in bipolar disorder.

AIMS: The present review explores the existing evidence on pharmacogenomic tests for prediction of l...

Feb 2025 39998910
A novel coarsened graph learning method for scalable single-cell data analysis.

The emergence of single-cell technologies, including flow and mass cytometry, as well as single-cell...

Feb 2025 39999493
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...

Feb 2025 39992204
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...

Feb 2025 39994219
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...

Feb 2025 39985803
Spatial recognition and semi-quantification of epigenetic events in pancreatic cancer subtypes with multiplexed molecular imaging and machine learning.

Genomic alterations are the driving force behind pancreatic cancer (PC) tumorigenesis, but they do n...

Feb 2025 39987295
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...

Feb 2025 39986279
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...

Feb 2025 39986278
RNA structure prediction using deep learning - A comprehensive review.

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

Feb 2025 39983363
Explainable artificial intelligence of DNA methylation-based brain tumor diagnostics.

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

Feb 2025 39979307
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...

Feb 2025 39977390
Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network.

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

Feb 2025 39967019
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...

Feb 2025 39966486
Predicting cell properties with AI from 3D imaging flow cytometer data.

Predicting the properties of tissues or organisms from the genomics data is widely accepted by the m...

Feb 2025 39962067
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...

Feb 2025 39962436
Key RNA-binding proteins in renal fibrosis: a comprehensive bioinformatics and machine learning framework for diagnostic and therapeutic insights.

BACKGROUND: Renal fibrosis is a critical factor in chronic kidney disease progression, with limited ...

Feb 2025 39957043
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