AIMC Topic: Stress, Physiological

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An explainable vision transformer with transfer learning based efficient drought stress identification.

Plant molecular biology Jul 31, 2025
Early detection of drought stress is critical for taking timely measures for reducing crop loss before the drought impact becomes irreversible. The subtle phenotypical and physiological changes in response to drought stress are captured by non-invasi...
Crops, Agricultural Solanum tuberosum Stress, Physiological Image Processing, Computer-Assisted Support Vector Machine Droughts Machine Learning Deep Learning
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A machine-learning-powered spectral-dominant multimodal soft wearable system for long-term and early-stage diagnosis of plant stresses.

Science advances Jun 27, 2025
Addressing the global malnutrition crisis requires precise and timely diagnostics of plant stresses to enhance the quality and yield of nutrient-rich crops, such as tomatoes. Soft wearable sensors offer a promising approach by continuously monitoring...
Machine Learning Wearable Electronic Devices Plant Leaves Solanum lycopersicum Stress, Physiological
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Pan-omics insights into abiotic stress responses: bridging functional genomics and precision crop breeding.

Functional & integrative genomics Jun 13, 2025
Crop production has been regarded as the major goal of agricultural activities, but the rapidly growing population and climate change have become more complex in the agricultural systems. Abiotic stress greatly affects crop productivity globally; dev...
Stress, Physiological Plant Breeding Genomics Multiomics Metabolomics Crops, Agricultural Proteomics
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Machine learning-powered activatable NIR-II fluorescent nanosensor for in vivo monitoring of plant stress responses.

Nature communications Jun 2, 2025
Real-time monitoring of plant stress signaling molecules is crucial for early disease diagnosis and prevention. However, existing methods are often invasive and lack sensitivity, rendering them inadequate for continuous monitoring of subtle plant str...
Machine Learning Fluorescence Hydrogen Peroxide Biosensing Techniques Spectroscopy, Near-Infrared Signal Transduction Stress, Physiological Plants
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Assessing Physiological Stress Responses in Student Nurses Using Mixed Reality Training.

Sensors (Basel, Switzerland) May 20, 2025
This study explores nursing students' stress responses while they are being trained in a mixed reality (MR) setting that replicates highly stressful clinical scenarios. Using measurements of physiological indices such as heart rate, electrodermal act...
Stress, Physiological Skin Temperature Galvanic Skin Response Algorithms Stress, Psychological Female Heart Rate Male Humans Students, Nursing Adult Machine Learning
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Vascular-related biological stress, DNA methylation, allostatic load and domain-specific cognition: an integrated machine learning and causal inference approach.

BMC neurology Apr 23, 2025
BACKGROUND: Vascular disease in aging populations spans a wide range of disorders including strokes, circulation disorders and hypertension. As individuals age, vascular disorders co-occur and hence exert combined effects. In the present study we int...
Stress, Physiological Adult Allostasis Middle Aged Biomarkers Humans DNA Methylation Aging Male Cognition Female Machine Learning Vascular Diseases Aged
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Structure and Functions of NDR1/HIN1-Like (NHL) Proteins in Plant Development and Response to Environmental Stresses.

Plant, cell & environment Apr 21, 2025
The NON-RACE-SPECIFIC DISEASE RESISTANCE 1/harpin-induced 1-LIKE (NHL) gene family plays pivotal roles, including pathogen resistance, abiotic stress tolerance, and developmental regulation, underscoring their functional versatility in developmental ...
Stress, Physiological Gene Expression Regulation, Plant Plant Proteins Plant Development
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Deep learning based abiotic crop stress assessment for precision agriculture: A comprehensive review.

Journal of environmental management Apr 9, 2025
Abiotic stresses are a leading cause of crop loss and a severe peril to global food security. Precise and prompt identification of abiotic stresses in crops is crucial for effective mitigation strategies. In recent years, Deep learning (DL) technique...
Agriculture Crops, Agricultural Stress, Physiological Neural Networks, Computer Deep Learning
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A lightweight deep learning model for multi-plant biotic stress classification and detection for sustainable agriculture.

Scientific reports Apr 9, 2025
Plant pathogens and pests hinder general plant health, resulting in poor agricultural yields and production. These threaten global food security and cause environmental and economic shortages. Amidst the available existing heavy deep learning (DL) mo...
Neural Networks, Computer Plant Leaves Deep Learning Plant Diseases Agriculture Stress, Physiological
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Deep Neural Network-Mining of Rice Drought-Responsive TF-TAG Modules by a Combinatorial Analysis of ATAC-Seq and RNA-Seq.

Plant, cell & environment Mar 31, 2025
Drought is a critical risk factor that impacts rice growth and yields. Previous studies have focused on the regulatory roles of individual transcription factors in response to drought stress. However, there is limited understanding of multi-factor st...
Neural Networks, Computer RNA-Seq Gene Regulatory Networks Gene Expression Regulation, Plant Droughts Chromatin Immunoprecipitation Sequencing Data Mining Plant Proteins Stress, Physiological Transcription Factors Oryza
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