Machine learning in bioprocess development: from promise to practice
Fostered by novel analytical techniques, digitalization, and automation, modern bioprocess
development provides large amounts of heterogeneous experimental data, containing …
development provides large amounts of heterogeneous experimental data, containing …
Charting plant gene functions in the multi-omics and single-cell era
T Depuydt, B De Rybel, K Vandepoele - Trends in Plant Science, 2023 - cell.com
Despite the increased access to high-quality plant genome sequences, the set of genes with
a known function remains far from complete. With the advent of novel bulk and single-cell …
a known function remains far from complete. With the advent of novel bulk and single-cell …
[HTML][HTML] Deep learning utilization in agriculture: Detection of rice plant diseases using an improved CNN model
Rice is considered one the most important plants globally because it is a source of food for
over half the world's population. Like other plants, rice is susceptible to diseases that may …
over half the world's population. Like other plants, rice is susceptible to diseases that may …
[HTML][HTML] Soil salinity, a serious environmental issue and plant responses: A metabolomics perspective
The effects of global warming have increasingly led to devastating environmental stresses,
such as heat, salinity, and drought. Soil salinization is a serious environmental issue and …
such as heat, salinity, and drought. Soil salinization is a serious environmental issue and …
Systems biology for crop improvement
In recent years, generation of large‐scale data from genome, transcriptome, proteome,
metabolome, epigenome, and others, has become routine in several plant species. Most of …
metabolome, epigenome, and others, has become routine in several plant species. Most of …
Network organization of the plant immune system: from pathogen perception to robust defense induction
The plant immune system has been explored essentially through the study of qualitative
resistance, a simple form of immunity, and from a reductionist point of view. The recent …
resistance, a simple form of immunity, and from a reductionist point of view. The recent …
Sparking a sulfur war between plants and pathogens
The biochemical versatility of sulfur (S) lends itself to myriad roles in plant–pathogen
interactions. This review evaluates the current understanding of mechanisms by which …
interactions. This review evaluates the current understanding of mechanisms by which …
Unraveling plant–microbe interactions: can integrated omics approaches offer concrete answers?
RN Kimotho, S Maina - Journal of Experimental Botany, 2024 - academic.oup.com
Advances in high throughput omics techniques provide avenues to decipher plant
microbiomes. However, there is limited information on how integrated informatics can help …
microbiomes. However, there is limited information on how integrated informatics can help …
[HTML][HTML] Integrating artificial intelligence and high-throughput phenotyping for crop improvement
Crop improvement is crucial for addressing the global challenges of food security and
sustainable agriculture. Recent advancements in high-throughput phenotyping (HTP) …
sustainable agriculture. Recent advancements in high-throughput phenotyping (HTP) …
Artificial neural network modeling for deciphering the in vitro induced salt stress tolerance in chickpea (Cicer arietinum L)
Salt stress is one of the most critical abiotic stresses having significant contribution in global
agriculture production. Chickpea is sensitive to salt stress at various growth stages and a …
agriculture production. Chickpea is sensitive to salt stress at various growth stages and a …