Genetics

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

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Showing 3802-3822 of 11,104 articles
Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition.

The prediction of energy consumption is of great significance to the stability of the regional energ...

Jan 2023 36649365
Predicting prime editing efficiency and product purity by deep learning.

Prime editing is a versatile genome editing tool but requires experimental optimization of the prime...

Jan 2023 36646933
A deep learning based method for automatic analysis of high-throughput droplet digital PCR images.

Droplet digital PCR (ddPCR) is a technique for absolute quantification of nucleic acid molecules and...

Jan 2023 36511172
Optimizing variant-specific therapeutic SARS-CoV-2 decoys using deep-learning-guided molecular dynamics simulations.

Treatment of COVID-19 with a soluble version of ACE2 that binds to SARS-CoV-2 virions before they en...

Jan 2023 36641503
Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network.

Existing warfarin dose prediction algorithms based on pharmacogenetics and clinical parameters have ...

Jan 2023 36652867
Deep learning in regulatory genomics: from identification to design.

Genomics and deep learning are a natural match since both are data-driven fields. Regulatory genomic...

Jan 2023 36640453
Finding the sweet spot: a qualitative study exploring patients' acceptability of chatbots in genetic service delivery.

Chatbots, web-based artificial intelligence tools that simulate human conversation, are increasingly...

Jan 2023 36629921
Deep learning prediction of pathological complete response, residual cancer burden, and progression-free survival in breast cancer patients.

The goal of this study was to employ novel deep-learning convolutional-neural-network (CNN) to predi...

Jan 2023 36607982
Artificial intelligence-based recognition for variant pathogenicity of BRCA1 using AlphaFold2-predicted structures.

With the surge of the high-throughput sequencing technologies, many genetic variants have been ident...

Jan 2023 36593954
Mateverse, the Future Materials Science Computation Platform Based on Metaverse.

Currently, computational materials science involves human-computer interaction through coding in sof...

Dec 2022 36579474
Prediction of designer-recombinases for DNA editing with generative deep learning.

Site-specific tyrosine-type recombinases are effective tools for genome engineering, with the first ...

Dec 2022 36575171
Predicting Genetic Disorder and Types of Disorder Using Chain Classifier Approach.

Genetic disorders are the result of mutation in the deoxyribonucleic acid (DNA) sequence which can b...

Dec 2022 36672812
Rapid Detection of SARS-CoV-2 RNA in Human Nasopharyngeal Specimens Using Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms.

A rapid and cost-effective method to detect the infection of SARS-CoV-2 is fundamental to mitigating...

Dec 2022 36563081
Application of machine learning on understanding biomolecule interactions in cellular machinery.

Machine learning (ML) applications have become ubiquitous in all fields of research including protei...

Dec 2022 36565819
Mechano-fluorescence actuation in single synaptic vesicles with a DNA framework nanomachine.

Biomimetic machines that can convert mechanical actuation to adaptive coloration in a manner analogo...

Dec 2022 36542686
Dicentric chromosome assay using a deep learning-based automated system.

The dicentric chromosome assay is the "gold standard" in biodosimetry for estimating radiation expos...

Dec 2022 36543843
Water irradiation devoid pulses enhance the sensitivity of H,H nuclear Overhauser effects.

The nuclear Overhauser effect (NOE) is one of NMR spectroscopy's most important and versatile parame...

Dec 2022 36534224
Symphonizing pileup and full-alignment for deep learning-based long-read variant calling.

Deep learning-based variant callers are becoming the standard and have achieved superior single nucl...

Dec 2022 38177392
Calligraphy and Painting Identification 3D-CNN Model Based on Hyperspectral Image MNF Dimensionality Reduction.

As a kind of cultural art, calligraphy and painting are not only an important part of traditional cu...

Dec 2022 36590833
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