Artificial Intelligence Medical Compendium
Explore the latest research on artificial intelligence and machine learning in medicine.
Showing 62,461 to 62,470 of 230,507 articles
Physical neural networks using sharpness-aware training.
Nature communications
Jan 19, 2026
Recent advances in AI are pushing the limits of traditional hardware, making physical neural networks (PNNs) a promising alternative. However, training PNNs remains challenging: in silico training suffers from model-reality mismatch, while in situ tr... read more
Resolving energy transfer dynamics in Eu²⁺-activated multi-site phosphors via metaheuristic optimization and physics-informed neural networks.
Nature communications
Jan 19, 2026
Multi-exponential fitting has long been the standard approach for luminescence decay analysis, not because it is physically meaningful but because it offers empirical convenience. Rigorous nonlinear rate-equation models have existed for decades, yet ... read more
Reconstruction of Extreme Sea Levels in coastal China using Multiple Deep Learning models.
Scientific data
Jan 19, 2026
We present a 1970-2020 dataset of daily maximum coastal water levels reconstructed for 23 tide gauges along China's coast. The product combines storm-surge residuals predicted with an Informer-based deep learning workflow (benchmarked against LSTM, C... read more
Integration of geospatial techniques and artificial neural networks for groundwater potential zonation in India.
Scientific reports
Jan 19, 2026
This study delineates Groundwater Potential Zones (GWPZs) in the Mahi River Basin (MRB), where increasing groundwater stress is driven by urbanization, intensive agriculture, and limited recharge. Ten predictive factors: geology, geomorphology, slope... read more
A novel hybrid model for emotion detection in text through sequential and transformer-based approaches: LSTM enhanced RoBERTa (LER).
Scientific reports
Jan 19, 2026
Text emotion detection is an essential task in Natural Language Processing (NLP), with applications in customer support automation, diagnosing mental health, and social media analysis. Yet, precise emotion detection is a difficult problem as human em... read more
Construction of intelligent evaluation model for physical education classroom in primary and secondary schools based on posture estimation and motion recognition.
Scientific reports
Jan 19, 2026
In the evolving landscape of intelligent education systems, there is an urgent need to develop adaptive, transparent, and robust classroom analytics solutions that align with the priorities of human-centered artificial intelligence and multimodal int... read more
The effect of air pollution and household environmental indicators on anemia status among under-five children in low-middle income countries: exploring potential machine learning applications on demographic and health surveys.
Scientific reports
Jan 19, 2026
Exposure to air pollution has been associated with anemia in children, but little effort has been made in low- and middle-income countries (LMICs) in which the prevalence of anemia is persistently high. This study aimed to assess the effects of air p... read more
A hybrid AI-genetic algorithm framework for the optimization of polymer flooding strategies: a numerical simulation-based approach.
Scientific reports
Jan 19, 2026
Facing declining conventional resources, the oil industry requires advanced methods to maximize recovery. Polymer flooding is a key technique, but its optimization is hindered by complex parameter interactions and the high computational cost of tradi... read more
HED-ID: an edge-deployable and explainable intrusion detection system optimized via metaheuristic learning.
Scientific reports
Jan 19, 2026
UNLABELLED: The increasing complexity of network traffic has heightened the demand for intrusion detection systems (IDS) that deliver high accuracy, interpretability, and efficiency in diverse computing environments, including edge devices. Tradition... read more
Maxillary sinus classification for sex and age using 23 artificial intelligence architectures.
Scientific reports
Jan 19, 2026
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