Genetics

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

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Showing 2605-2625 of 11,092 articles
Multiparametric MRI along with machine learning predicts prognosis and treatment response in pediatric low-grade glioma.

Pediatric low-grade gliomas (pLGGs) exhibit heterogeneous prognoses and variable responses to treatm...

Jan 2025 39747214
π-PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptide sequencing.

Peptide sequencing via tandem mass spectrometry (MS/MS) is essential in proteomics. Unlike tradition...

Jan 2025 39747823
Deep learning and genome-wide association meta-analyses of bone marrow adiposity in the UK Biobank.

Bone marrow adipose tissue is a distinct adipose subtype comprising more than 10% of fat mass in hea...

Jan 2025 39747859
DNA promoter task-oriented dictionary mining and prediction model based on natural language technology.

Promoters are essential DNA sequences that initiate transcription and regulate gene expression. Prec...

Jan 2025 39747934
Deciphering the cellular and molecular landscape of pulmonary fibrosis through single-cell sequencing and machine learning.

Pulmonary fibrosis is characterized by progressive lung scarring, leading to a decline in lung funct...

Jan 2025 39748378
High-Risk Sequence Prediction Model in DNA Storage: The LQSF Method.

Traditional DNA storage technologies rely on passive filtering methods for error correction during s...

Jan 2025 38976468
Emulating Low-Dose PCCT Image Pairs With Independent Noise for Self-Supervised Spectral Image Denoising.

Photon counting CT (PCCT) acquires spectral measurements and enables generation of material decompos...

Jan 2025 39196747
Deep learning predicts DNA methylation regulatory variants in specific brain cell types and enhances fine mapping for brain disorders.

DNA methylation (DNAm) is essential for brain development and function and potentially mediates the ...

Jan 2025 39742481
Machine Learning-Based Pathomics Model Predicts Angiopoietin-2 Expression and Prognosis in Hepatocellular Carcinoma.

Angiopoietin-2 (ANGPT2) shows promise as prognostic marker and therapeutic target in hepatocellular ...

Dec 2024 39746507
NovoRank: Refinement for Peptide Sequencing Based on Spectral Clustering and Deep Learning.

peptide sequencing is a valuable technique in mass-spectrometry-based proteomics, as it deduces pep...

Dec 2024 39739539
Identification of Factors Influencing Donor-Derived Cell-Free DNA Levels up to One Year After Kidney Transplant.

Donor-derived cell-free DNA (dd-cfDNA) in the peripheral blood of allograft recipients has shown to...

Dec 2024 39781105
Trans-m5C: A transformer-based model for predicting 5-methylcytosine (m5C) sites.

5-Methylcytosine (m5C) plays a pivotal role in various RNA metabolic processes, including RNA locali...

Dec 2024 39742984
Machine learning enhances genotoxicity assessment using MultiFlow® DNA damage assay.

Genotoxicity is a critical determinant for assessing the safety of pharmaceutical drugs, their metab...

Dec 2024 39740026
Bidirectional recurrent neural network approach for predicting cervical cancer recurrence and survival.

Cervical cancer is a deadly disease in women globally. There is a greater chance of getting rid of c...

Dec 2024 39738223
Analysis of diagnostic genes and molecular mechanisms of Crohn's disease and colon cancer based on machine learning algorithms.

Crohn's disease (CD) is a chronic inflammatory bowel condition, and colon adenocarcinoma (COAD), as ...

Dec 2024 39738398
Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper.

Antibiotic resistance is a global public health concern. Bacteria have evolved resistance to most an...

Dec 2024 39775233
Systematic benchmarking of deep-learning methods for tertiary RNA structure prediction.

The 3D structure of RNA critically influences its functionality, and understanding this structure is...

Dec 2024 39775239
An appropriate DNA input for bisulfite conversion reveals LINE-1 and Alu hypermethylation in tissues and circulating cell-free DNA from cancers.

The autonomous and active Long-Interspersed Element-1 (LINE-1, L1) and the non-autonomous Alu retrot...

Dec 2024 39775734
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