Genetics

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

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Showing 2689-2709 of 11,092 articles
Automatic identification of clinically important species by artificial intelligence-based image recognition: proof-of-concept study.

While morphological examination is the most widely used for identification in clinical laboratories...

Dec 2024 39585232
FertilitY Predictor-a machine learning-based web tool for the prediction of assisted reproduction outcomes in men with Y chromosome microdeletions.

PURPOSE: Y chromosome microdeletions (YCMD) are a common cause of azoospermia and oligozoospermia in...

Dec 2024 39652237
Genomic analysis, culturing optimization, and characterization of bacteriophage OSYSP, previously studied as effective pathogen control on fresh produce.

Advances in bacteriophage genome sequencing and regulatory approvals of some bacteriophages in vario...

Dec 2024 39717272
Neurodegeneration: 2024 update.

This review highlights a collection of both diverse and highly impactful studies published in the pr...

Dec 2024 39823116
Self-distillation improves self-supervised learning for DNA sequence inference.

Self-supervised Learning (SSL) has been recognized as a method to enhance prediction accuracy in var...

Dec 2024 39667220
MDMNI-DGD: A novel graph neural network approach for druggable gene discovery based on the integration of multi-omics data and the multi-view network.

Accurately predicting druggable genes is of paramount importance for enhancing the efficacy of targe...

Dec 2024 39644579
AI-driven feature selection and epigenetic pattern analysis: A screening strategy of CpGs validated by pyrosequencing for body fluid identification.

Identification of body fluid stain at crime scene is one of the important tasks of forensic evidence...

Dec 2024 39729807
Deep learning using histological images for gene mutation prediction in lung cancer: a multicentre retrospective study.

BACKGROUND: Accurate detection of driver gene mutations is crucial for treatment planning and predic...

Dec 2024 39653054
An extrapolation-driven network architecture for physics-informed deep learning.

Current physics-informed neural network (PINN) implementations with sequential learning strategies o...

Dec 2024 39657525
Representing DNA for machine learning algorithms: A primer on one-hot, binary, and integer encodings.

This short paper presents an educational approach to teaching three popular methods for encoding DNA...

Dec 2024 39633594
AlzGenPred - CatBoost-based gene classifier for predicting Alzheimer's disease using high-throughput sequencing data.

AD is a progressive neurodegenerative disorder characterized by memory loss. Due to the advancement ...

Dec 2024 39639110
Machine learning-aided discovery of T790M-mutant EGFR inhibitor CDDO-Me effectively suppresses non-small cell lung cancer growth.

BACKGROUND: Epidermal growth factor receptor (EGFR) T790M mutation often occurs during long duration...

Dec 2024 39639305
Weakly Supervised Classification for Nasopharyngeal Carcinoma With Transformer in Whole Slide Images.

Pathological examination of nasopharyngeal carcinoma (NPC) is an indispensable factor for diagnosis,...

Dec 2024 38959144
CAGCL: Predicting Short- and Long-Term Breast Cancer Survival With Cross-Modal Attention and Graph Contrastive Learning.

In breast cancer treatment, accurately predicting how long a patient will survive is crucial for dec...

Dec 2024 39236140
Deep learning-driven multi-omics sequential diagnosis with Hybrid-OmniSeq: Unraveling breast cancer complexity.

BackgroundBreast cancer results from an uncontrolled growth of breast tissue. Many methods of diagno...

Dec 2024 40105178
Harnessing machine learning and multi-omics to explore tumor evolutionary characteristics and the role of AMOTL1 in prostate cancer.

Although recent advancements have shed light on the crucial role of coordinated evolution among cell...

Dec 2024 39643184
Transformers significantly improve splice site prediction.

Mutations that affect RNA splicing significantly impact human diversity and disease. Here we present...

Dec 2024 39633146
Detection of Apple Proliferation Disease Using Hyperspectral Imaging and Machine Learning Techniques.

Apple proliferation is among the most important diseases in European fruit production. Early and rel...

Dec 2024 39686312
[The future of medicine: an informed look into the "crystal ball"].

This article explores potential future scenarios for the medical field based on current trends, tech...

Dec 2024 39631425
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