Industrial hemp cultivation is expanding and requires reliable monitoring for legal compliance and agricultural management. This paper presents a standardized UAV-based multisensor framework designed for Cannabis sativa L. It integrates RGB, multispe... read more
Neural networks : the official journal of the International Neural Network Society
Jan 9, 2026
Person re-identification aims to match the same individual across non-overlapping camera views. In real-world scenarios, ReID models are expected to continuously learn from newly arriving data while mitigating the catastrophic forgetting problem, nam... read more
Computer methods and programs in biomedicine
Jan 9, 2026
BACKGROUND AND OBJECTIVE: Deep learning-based cell segmentation and classification methods in digital pathology are critical for diagnostics but are hampered by models that require extensive annotated datasets, are computationally expensive, and lack... read more
Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons
Jan 9, 2026
BACKGROUND: Large language models (LLMs) such as Chat Generative Pre-Trained Transformer (ChatGPT; OpenAI, San Francisco, CA) and Claude (Anthropic, San Francisco, CA) are increasingly used by patients seeking information about surgical procedures, i... read more
Neural networks : the official journal of the International Neural Network Society
Jan 9, 2026
Object detection is a fundamental task in computer vision, aiming to localize and classify objects within images. Feature pyramid networks (FPNs) play a crucial role in modern object detectors by constructing hierarchical multi-scale feature maps to ... read more
Magnetic resonance imaging (MRI) plays a crucial role in clinical diagnosis, yet traditional MR image acquisition often requires a prolonged duration, potentially causing patient discomfort and image artifacts. Faster and more accurate image reconstr... read more
The escalating release of emerging organic contaminants into aquatic systems necessitates rigorous investigation of their reactivity with chlorine, a ubiquitous disinfectant in water treatment. This study establishes the most comprehensive dataset to... read more
Journal of the American Society of Nephrology : JASN
Jan 9, 2026
Kidney disease represents a growing global health crisis, demanding a deeper understanding of its underlying pathophysiology. Current mechanistic efforts are often focused on discrete cell states identified by single-cell sequencing, which remains th... read more
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