Genetics

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

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Showing 6049-6069 of 11,155 articles
Genome-enabled prediction using probabilistic neural network classifiers.

BACKGROUND: Multi-layer perceptron (MLP) and radial basis function neural networks (RBFNN) have been...

Mar 2016 26956885
Automated discrimination of dicentric and monocentric chromosomes by machine learning-based image processing.

Dose from radiation exposure can be estimated from dicentric chromosome (DC) frequencies in metaphas...

Mar 2016 26929213
Detecting false positive sequence homology: a machine learning approach.

BACKGROUND: Accurate detection of homologous relationships of biological sequences (DNA or amino aci...

Feb 2016 26911862
HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

Multivariate pattern analysis techniques have been increasingly used over the past decade to derive ...

Feb 2016 26923371
Inference and Analysis of Population Structure Using Genetic Data and Network Theory.

Clustering individuals to subpopulations based on genetic data has become commonplace in many geneti...

Feb 2016 26888080
Multi-instance multi-label distance metric learning for genome-wide protein function prediction.

Multi-instance multi-label (MIML) learning has been proven to be effective for the genome-wide prote...

Feb 2016 26923212
SNRFCB: sub-network based random forest classifier for predicting chemotherapy benefit on survival for cancer treatment.

Adjuvant chemotherapy (CTX) should be individualized to provide potential survival benefit and avoid...

Feb 2016 26864276
Integrative modeling of multi-omics data to identify cancer drivers and infer patient-specific gene activity.

BACKGROUND: High throughput technologies have been used to profile genes in multiple different dimen...

Feb 2016 26864072
Automated single cell isolation from suspension with computer vision.

Current robots can manipulate only surface-attached cells seriously limiting the fields of their app...

Feb 2016 26856740
Sparse Inverse Covariance Estimation with L0 Penalty for Network Construction with Omics Data.

Constructing coexpression and association networks with omics data is crucial for studying gene-gene...

Feb 2016 26828463
A knowledgebase of the human Alu repetitive elements.

Alu elements are the most abundant retrotransposons in the human genome with more than one million c...

Jan 2016 26827622
An Improved Teaching-Learning-Based Optimization with the Social Character of PSO for Global Optimization.

An improved teaching-learning-based optimization with combining of the social character of PSO (TLBO...

Jan 2016 27057157
Genotoxic mode of action predictions from a multiplexed flow cytometric assay and a machine learning approach.

Several endpoints associated with cellular responses to DNA damage as well as overt cytotoxicity wer...

Jan 2016 26764165
Predicting transcription factor site occupancy using DNA sequence intrinsic and cell-type specific chromatin features.

BACKGROUND: Understanding the mechanisms by which transcription factors (TF) are recruited to their ...

Jan 2016 26818008
On fuzzy semantic similarity measure for DNA coding.

A coding measure scheme numerically translates the DNA sequence to a time domain signal for protein ...

Dec 2015 26773936
Garlic ((Allium sativum)) Fresh Juice Induces Apoptosis in Human Oral Squamous Cell Carcinoma: The Involvement of Caspase-3, Bax and Bcl-2.

Background and aims. There is no report on the apoptotic impact of Allium sativum L.(Garlic) on the ...

Dec 2015 26889365
DNA methyltransferase detection based on digestion triggering the combination of poly adenine DNA with gold nanoparticles.

DNA methyltransferase (MTase) has received a large amount of attention due to its catalyzation of DN...

Dec 2015 26807517
Development of a quantitative PCR for the detection of Rangelia vitalii.

The aim of this study was to develop and validate a SYBR Green qPCR assay to detect and quantify a f...

Dec 2015 26827871
A Biogeography-Based Optimization Algorithm Hybridized with Tabu Search for the Quadratic Assignment Problem.

The quadratic assignment problem (QAP) is an NP-hard combinatorial optimization problem with a wide ...

Dec 2015 26819585
Transcriptomes of lineage-specific Drosophila neuroblasts profiled by genetic targeting and robotic sorting.

A brain consists of numerous distinct neurons arising from a limited number of progenitors, called n...

Dec 2015 26700685
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