Genetics

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

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Machine learning predicts putative hematopoietic stem cells within large single-cell transcriptomics data sets.

Hematopoietic stem cells (HSCs) are an essential source and reservoir for normal hematopoiesis, and ...

Sep 2019 31513832
Growth Inhibitory and Pro-Apoptotic Effects of Ornamental Pomegranate Extracts in Du145 Human Prostate Cancer Cells.

Prostate cancer is the most common form of cancer in the male. Epidemiological studies have associa...

Sep 2019 32378433
Profiling of Exosomal Biomarkers for Accurate Cancer Identification: Combining DNA-PAINT with Machine- Learning-Based Classification.

Exosomes are endosome-derived vesicles enriched in body fluids such as urine, blood, and saliva. So ...

Sep 2019 31478613
FKRR-MVSF: A Fuzzy Kernel Ridge Regression Model for Identifying DNA-Binding Proteins by Multi-View Sequence Features via Chou's Five-Step Rule.

DNA-binding proteins play an important role in cell metabolism. In biological laboratories, the dete...

Aug 2019 31454964
Automated estimation of the number of contributors in autosomal short tandem repeat profiles using a machine learning approach.

The number of contributors (NOC) to (complex) autosomal STR profiles cannot be determined with absol...

Aug 2019 31476660
Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA.

BACKGROUND: Blood-based methods using cell-free DNA (cfDNA) are under development as an alternative ...

Aug 2019 31443703
A non-linear mathematical model using optical sensor to predict heart decellularization efficacy.

One of the main problems of the decellularization technique is the subjectivity of the final evaluat...

Aug 2019 31434981
Identification of prokaryotic promoters and their strength by integrating heterogeneous features.

The promoter is a regulatory DNA region and important for gene transcriptional regulation. It is loc...

Aug 2019 31437540
Artificial intelligence and avian influenza: Using machine learning to enhance active surveillance for avian influenza viruses.

Influenza A viruses are one of the most significant viral groups globally with substantial impacts o...

Aug 2019 31376332
Designing Eukaryotic Gene Expression Regulation Using Machine Learning.

Controlling the expression of genes is one of the key challenges of synthetic biology. Until recentl...

Aug 2019 31431299
Precise Pollen Grain Detection in Bright Field Microscopy Using Deep Learning Techniques.

The determination of daily concentrations of atmospheric pollen is important in the medical and biol...

Aug 2019 31426511
Bacterial classification with convolutional neural networks based on different data reduction layers.

For high accuracy classification of DNA sequences through Convolutional Neural Networks (CNNs), it i...

Aug 2019 31418627
Identification of the expressome by machine learning on omics data.

Accurate annotation of plant genomes remains complex due to the presence of many pseudogenes arising...

Aug 2019 31420517
BindSpace decodes transcription factor binding signals by large-scale sequence embedding.

The decoding of transcription factor (TF) binding signals in genomic DNA is a fundamental problem. H...

Aug 2019 31406384
BERMUDA: a novel deep transfer learning method for single-cell RNA sequencing batch correction reveals hidden high-resolution cellular subtypes.

To fully utilize the power of single-cell RNA sequencing (scRNA-seq) technologies for identifying ce...

Aug 2019 31405383
Amperometric genosensor for culture independent bacterial count.

Bacterial plate count for general assessment of water quality requires lengthy bacterial culturing. ...

Aug 2019 32009738
Cross-registry neural domain adaptation to extract mutational test results from pathology reports.

OBJECTIVE: We study the performance of machine learning (ML) methods, including neural networks (NNs...

Aug 2019 31401235
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