Advancing plant biology through deep learning-powered natural language processing
S Peng, L Rajjou - Plant Cell Reports, 2024 - Springer
The application of deep learning methods, specifically the utilization of Large Language
Models (LLMs), in the field of plant biology holds significant promise for generating novel …
Models (LLMs), in the field of plant biology holds significant promise for generating novel …
[HTML][HTML] Natural Language Processing in Medicine and Ophthalmology: A Review for the 21st-century clinician
W Rojas-Carabali, R Agrawal… - Asia-Pacific Journal of …, 2024 - Elsevier
ABSTRACT Natural Language Processing (NLP) is a subfield of artificial intelligence that
focuses on the interaction between computers and human language, enabling computers to …
focuses on the interaction between computers and human language, enabling computers to …
[HTML][HTML] Confronting The Data Deluge: How Artificial Intelligence Can Be Used in the Study of Plant Stress
The advent of the genomics era enabled the generation of high-throughput data and
computational methods that serve as powerful hypothesis-generating tools to understand …
computational methods that serve as powerful hypothesis-generating tools to understand …
[HTML][HTML] Integrative Approaches to Abiotic Stress Management in Crops: Combining Bioinformatics Educational Tools and Artificial Intelligence Applications
Abiotic stresses, including drought, salinity, extreme temperatures and nutrient deficiencies,
pose significant challenges to crop production and global food security. To combat these …
pose significant challenges to crop production and global food security. To combat these …
[HTML][HTML] Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification
Single-cell sequencing transformed biology and medicine, providing an unprecedented high-
resolution view at the cellular level. However, the vast variability inherent in single-cell …
resolution view at the cellular level. However, the vast variability inherent in single-cell …
The Past, Present, and Future of Plant Stress Research
E Koh, RS Sunil, HYI Lam, M SujaMdharan… - arXiv preprint arXiv …, 2024 - arxiv.org
Life finds a way. For sessile organisms like plants, the need to adapt to changes in the
environment is even more poignant. For humanity, the need to develop crops that can grow …
environment is even more poignant. For humanity, the need to develop crops that can grow …