Genetics

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

11,117 articles
Stay Ahead - Weekly Genetics research updates
Subscribe
Browse Categories
Subcategories: Genetics
Showing 4432-4452 of 11,117 articles
Generation of Chow Parameters and Reduced Variables Through Nearest Neighbor Relations in Threshold Networks.

Generation of useful variables and features is an important issue throughout the machine learning, a...

Aug 2021 34435941
Predicting base editing outcomes with an attention-based deep learning algorithm trained on high-throughput target library screens.

Base editors are chimeric ribonucleoprotein complexes consisting of a DNA-targeting CRISPR-Cas modul...

Aug 2021 34433819
Assigning function to SNPs: Considerations when interpreting genetic variation.

Assigning function to single nucleotide polymorphisms (SNPs) to understand the mechanisms that link ...

Aug 2021 34446357
EMONAS-Net: Efficient multiobjective neural architecture search using surrogate-assisted evolutionary algorithm for 3D medical image segmentation.

Deep learning plays a critical role in medical image segmentation. Nevertheless, manually designing ...

Aug 2021 34531013
Refined UNet v3: Efficient end-to-end patch-wise network for cloud and shadow segmentation with multi-channel spectral features.

Semantic segmentation is one of the essential prerequisites for computer vision tasks, but edge-prec...

Aug 2021 34488013
Machine Learning Approach to Analyze the Surface Properties of Biological Materials.

Similar to how CRISPR has revolutionized the field of molecular biology, machine learning may drasti...

Aug 2021 34415142
Informed training set design enables efficient machine learning-assisted directed protein evolution.

Directed evolution of proteins often involves a greedy optimization in which the mutation in the hig...

Aug 2021 34416172
Easy-Prime: a machine learning-based prime editor design tool.

Prime editing is a revolutionary genome-editing technology that can make a wide range of precise edi...

Aug 2021 34412673
A machine learning approach to identify predictive molecular markers for cisplatin chemosensitivity following surgical resection in ovarian cancer.

Ovarian cancer is associated with poor prognosis. Platinum resistance contributes significantly to t...

Aug 2021 34413360
Cancer-associated fibroblasts are associated with poor prognosis in solid type of lung adenocarcinoma in a machine learning analysis.

Cancer-associated fibroblasts (CAFs) participate in critical processes in the tumor microenvironment...

Aug 2021 34408230
Identification of biomarkers for acute leukemia via machine learning-based stemness index.

Traditional methods to understand leukemia stem cell (LSC)'s biological characteristics include cons...

Aug 2021 34411647
Deep learning-based predictive biomarker of pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer.

BACKGROUND: Pathological complete response (pCR) is considered a surrogate endpoint for favorable su...

Aug 2021 34399795
Chromatin interaction neural network (ChINN): a machine learning-based method for predicting chromatin interactions from DNA sequences.

Chromatin interactions play important roles in regulating gene expression. However, the availability...

Aug 2021 34399797
Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images.

Both histologic subtypes and tumor mutation burden (TMB) represent important biomarkers in lung canc...

Aug 2021 34400666
The "GEnomics of Musculo Skeletal Traits TranslatiOnal NEtwork": Origins, Rationale, Organization, and Prospects.

Musculoskeletal research has been enriched in the past ten years with a great wealth of new discover...

Aug 2021 34484122
HELLO: improved neural network architectures and methodologies for small variant calling.

BACKGROUND: Modern Next Generation- and Third Generation- Sequencing methods such as Illumina and Pa...

Aug 2021 34391391
Deep learning-based gene selection in comprehensive gene analysis in pancreatic cancer.

The selection of genes that are important for obtaining gene expression data is challenging. Here, w...

Aug 2021 34389782
Interleukin-37 gene polymorphism and susceptibility to pulmonary tuberculosis among Iraqi patients.

BACKGROUND: Control of tuberculosis (TB) depends on a balance between host's immune factors and bact...

Aug 2021 35379401
Identification of disease genes and assessment of eye-related diseases caused by disease genes using JMFC and GDLNN.

Early detection of disease genes helps humans to recover from certain gene-related diseases, like ge...

Aug 2021 34384296
A deep learning approach to automate whole-genome prediction of diverse epigenomic modifications in plants.

Epigenetic modifications function in gene transcription, RNA metabolism, and other biological proces...

Aug 2021 34287908
Accurate Estimation of Solvent Accessible Surface Area for Coarse-Grained Biomolecular Structures with Deep Learning.

Coarse-grained (CG) models of biomolecules have been widely used in protein/ribonucleic acid (RNA) t...

Aug 2021 34383495
Browse Categories