Multimodal deep learning for biomedical data fusion: a review
SR Stahlschmidt, B Ulfenborg… - Briefings in …, 2022 - academic.oup.com
Biomedical data are becoming increasingly multimodal and thereby capture the underlying
complex relationships among biological processes. Deep learning (DL)-based data fusion …
complex relationships among biological processes. Deep learning (DL)-based data fusion …
[HTML][HTML] Advances and trends in omics technology development
X Dai, L Shen - Frontiers in Medicine, 2022 - frontiersin.org
The human history has witnessed the rapid development of technologies such as high-
throughput sequencing and mass spectrometry that led to the concept of 'omics' and …
throughput sequencing and mass spectrometry that led to the concept of 'omics' and …
A review of classification, biosynthesis, biological activities and potential applications of flavonoids
S Chen, X Wang, Y Cheng, H Gao, X Chen - Molecules, 2023 - mdpi.com
Flavonoids represent the main class of plant secondary metabolites and occur in the tissues
and organs of various plant species. In plants, flavonoids are involved in many biological …
and organs of various plant species. In plants, flavonoids are involved in many biological …
Application of proteomics in cancer: recent trends and approaches for biomarkers discovery
YW Kwon, HS Jo, S Bae, Y Seo, P Song, M Song… - Frontiers in …, 2021 - frontiersin.org
Proteomics has become an important field in molecular sciences, as it provides valuable
information on the identity, expression levels, and modification of proteins. For example …
information on the identity, expression levels, and modification of proteins. For example …
The coral microbiome: towards an understanding of the molecular mechanisms of coral–microbiota interactions
Corals live in a complex, multipartite symbiosis with diverse microbes across kingdoms,
some of which are implicated in vital functions, such as those related to resilience against …
some of which are implicated in vital functions, such as those related to resilience against …
Onco‐multi‐OMICS approach: a new frontier in cancer research
The acquisition of cancer hallmarks requires molecular alterations at multiple levels
including genome, epigenome, transcriptome, proteome, and metabolome. In the past …
including genome, epigenome, transcriptome, proteome, and metabolome. In the past …
[HTML][HTML] A novel approach to Lactiplantibacillus plantarum: From probiotic properties to the omics insights
Lactiplantibacillus plantarum (previously known as Lactobacillus plantarum) strains are one
of the lactic acid bacteria (LAB) commonly used in fermentation and their probiotic and …
of the lactic acid bacteria (LAB) commonly used in fermentation and their probiotic and …
[HTML][HTML] Navigating challenges and opportunities in multi-omics integration for personalized healthcare
The field of multi-omics has witnessed unprecedented growth, converging multiple scientific
disciplines and technological advances. This surge is evidenced by a more than doubling in …
disciplines and technological advances. This surge is evidenced by a more than doubling in …
Multi-omics data integration considerations and study design for biological systems and disease
S Graw, K Chappell, CL Washam, A Gies, J Bird… - Molecular omics, 2021 - pubs.rsc.org
With the advancement of next-generation sequencing and mass spectrometry, there is a
growing need for the ability to merge biological features in order to study a system as a …
growing need for the ability to merge biological features in order to study a system as a …
Immunoinformatics and vaccine development: an overview
AN Oli, WO Obialor, MO Ifeanyichukwu… - ImmunoTargets and …, 2020 - Taylor & Francis
The use of vaccines have resulted in a remarkable improvement in global health. It has
saved several lives, reduced treatment costs and raised the quality of animal and human …
saved several lives, reduced treatment costs and raised the quality of animal and human …