Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine
Mounting evidence has highlighted the implementation of big data handling and
management in the healthcare industry to improve the clinical services. Various private and …
management in the healthcare industry to improve the clinical services. Various private and …
Machine learning-assisted approaches in modernized plant breeding programs
In the face of a growing global population, plant breeding is being used as a sustainable tool
for increasing food security. A wide range of high-throughput omics technologies have been …
for increasing food security. A wide range of high-throughput omics technologies have been …
Rise of deep learning for genomic, proteomic, and metabolomic data integration in precision medicine
D Grapov, J Fahrmann, K Wanichthanarak… - Omics: a journal of …, 2018 - liebertpub.com
Abstract Machine learning (ML) is being ubiquitously incorporated into everyday products
such as Internet search, email spam filters, product recommendations, image classification …
such as Internet search, email spam filters, product recommendations, image classification …
Integrative omics approaches for biosynthetic pathway discovery in plants
Covering: up to 2022 With the emergence of large amounts of omics data, computational
approaches for the identification of plant natural product biosynthetic pathways and their …
approaches for the identification of plant natural product biosynthetic pathways and their …
Systematic multi-omics integration (MOI) approach in plant systems biology
Across all facets of biology, the rapid progress in high-throughput data generation has
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
Deep learning meets metabolomics: a methodological perspective
P Sen, S Lamichhane, VB Mathema… - Briefings in …, 2021 - academic.oup.com
Deep learning (DL), an emerging area of investigation in the fields of machine learning and
artificial intelligence, has markedly advanced over the past years. DL techniques are being …
artificial intelligence, has markedly advanced over the past years. DL techniques are being …
Combinatorial Regulation of Stilbene Synthase Genes by WRKY and MYB Transcription Factors in Grapevine (Vitis vinifera L.)
Stilbene synthase (STS) is the key enzyme leading to the biosynthesis of resveratrol.
Recently we reported two R2R3-MYB transcription factor (TF) genes that regulate the …
Recently we reported two R2R3-MYB transcription factor (TF) genes that regulate the …
Primary metabolism in avocado fruit
Avocado (Persea americana Mill) is rich in a variety of essential nutrients and
phytochemicals; thus, consumption has drastically increased in the last 10 years. Avocado …
phytochemicals; thus, consumption has drastically increased in the last 10 years. Avocado …
Data integration and predictive modeling methods for multi-omics datasets
M Kim, I Tagkopoulos - Molecular omics, 2018 - pubs.rsc.org
Translating data to knowledge and actionable insights is the Holy Grail for many scientific
fields, including biology. The unprecedented massive and heterogeneous data have created …
fields, including biology. The unprecedented massive and heterogeneous data have created …
High-throughput plant phenotyping: a role for metabolomics?
RD Hall, JC D'Auria, ACS Ferreira, Y Gibon… - Trends in Plant …, 2022 - cell.com
High-throughput (HTP) plant phenotyping approaches are developing rapidly and are
already helping to bridge the genotype–phenotype gap. However, technologies should be …
already helping to bridge the genotype–phenotype gap. However, technologies should be …