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 …

[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 …

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 …

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 …

The coral microbiome: towards an understanding of the molecular mechanisms of coral–microbiota interactions

AR Mohamed, MA Ochsenkühn… - FEMS Microbiology …, 2023 - academic.oup.com
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 …

Onco‐multi‐OMICS approach: a new frontier in cancer research

S Chakraborty, MI Hosen, M Ahmed… - BioMed research …, 2018 - Wiley Online Library
The acquisition of cancer hallmarks requires molecular alterations at multiple levels
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

N Echegaray, B Yilmaz, H Sharma, M Kumar… - Microbiological …, 2023 - Elsevier
Lactiplantibacillus plantarum (previously known as Lactobacillus plantarum) strains are one
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

AE Mohr, CP Ortega-Santos, CM Whisner… - Biomedicines, 2024 - mdpi.com
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 …

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 …

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 …