Genetics

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

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Showing 4285-4305 of 11,117 articles
Optimizing Lipofectamine LTX Complex and G-418 Concentration for Improvement of Transfection Efficiency in Human Mesenchymal Stem Cells.

Conventional cancer therapies, including surgery, radiotherapy, and chemotherapy, are not tumor site...

Nov 2021 35355771
Using k-mer embeddings learned from a Skip-gram based neural network for building a cross-species DNA N6-methyladenine site prediction model.

This study used k-mer embeddings as effective feature to identify DNA N6-Methyladenine sites in plan...

Nov 2021 34843033
Navigating the pitfalls of applying machine learning in genomics.

The scale of genetic, epigenomic, transcriptomic, cheminformatic and proteomic data available today,...

Nov 2021 34837041
Deep learning enables genetic analysis of the human thoracic aorta.

Enlargement or aneurysm of the aorta predisposes to dissection, an important cause of sudden death. ...

Nov 2021 34837083
Classification of analyzable metaphase images using transfer learning and fine tuning.

Chromosomes are bodies that contain human genetic information. Chromosomal disorders can cause struc...

Nov 2021 34822119
Genes and regulatory mechanisms associated with experimentally-induced bovine respiratory disease identified using supervised machine learning methodology.

Bovine respiratory disease (BRD) is a multifactorial disease involving complex host immune interacti...

Nov 2021 34824337
Intelligent Sports Video Classification Based on Deep Neural Network (DNN) Algorithm and Transfer Learning.

Traditional text annotation-based video retrieval is done by manually labeling videos with text, whi...

Nov 2021 34868286
Freshwater organisms potentially useful as biosensors and power-generation mediators in biohybrid robotics.

Facing the threat of rapidly worsening water quality, there is an urgent need to develop novel appro...

Nov 2021 34812929
Macroeconomic Image Analysis and GDP Prediction Based on the Genetic Algorithm Radial Basis Function Neural Network (RBFNN-GA).

The prediction of gross domestic product (GDP) is a research hotspot, and its importance is self-evi...

Nov 2021 34853583
Explainable artificial intelligence in forensics: Realistic explanations for number of contributor predictions of DNA profiles.

Machine learning obtains good accuracy in determining the number of contributors (NOC) in short tand...

Nov 2021 34839075
Genetic diversity in nutritional composition of oat ( L.) germplasm reported from Pakistan.

In the present study, 30 potential germplasm of oat ( L.) were subjected to proximate, elemental, an...

Nov 2021 35280553
DNA methylation-based classification of malformations of cortical development in the human brain.

Malformations of cortical development (MCD) comprise a broad spectrum of structural brain lesions fr...

Nov 2021 34797422
Identification of Alzheimer associated differentially expressed gene through microarray data and transfer learning-based image analysis.

Major factors contribute to mental stress and enhance the progression of late-onset Alzheimer's dise...

Nov 2021 34808269
Manifold learning analysis suggests strategies to align single-cell multimodal data of neuronal electrophysiology and transcriptomics.

Recent single-cell multimodal data reveal multi-scale characteristics of single cells, such as trans...

Nov 2021 34799674
A tree-based machine learning model to approach morphologic assessment of malignant salivary gland tumors.

Malignant salivary gland tumors represent a challenge for pathologists due to their low frequency an...

Nov 2021 34823074
Machine learning of genomic features in organotropic metastases stratifies progression risk of primary tumors.

Metastatic cancer is associated with poor patient prognosis but its spatiotemporal behavior remains ...

Nov 2021 34795255
Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning.

Federated learning (FL) is a distributed model for deep learning that integrates client-server archi...

Nov 2021 34840562
A disease network-based deep learning approach for characterizing melanoma.

Multiple types of genomic variations are present in cutaneous melanoma and some of the genomic featu...

Nov 2021 34716589
Predicting biochemical and physiological effects of natural products from molecular structures using machine learning.

Covering: 2016 to 2021Discovery of novel natural products has been greatly facilitated by advances i...

Nov 2021 34047331
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