Neural networks : the official journal of the International Neural Network Society
Mar 15, 2026
Text-to-image generation models such as Stable Diffusion have recently attracted increasing interest due to their broad applications in creative design and content creation. However, they remain vulnerable due to persistent weaknesses in deep neural ... read more
PURPOSE: Musculoskeletal (MSK) modeling and ultrasound imaging (USI) are complementary techniques that, when combined with three-dimensional gait analysis (3DGA), provide insights into muscle and/or muscle-tendon unit (MTU) characteristics during gai... read more
Evaluation of Large Language Models (LLMs) and their clinical competence has mainly focused on conventional multiple-choice (MCQ) formatted medical question answering exams, yielding benchmarks like MedQA-USMLE, where models have already exceeded exp... read more
Objective Cognitive behavioral therapy (CBT) is an effective first-line treatment for obsessive-compulsive disorder (OCD), yet it remains difficult to predict who will respond to this intervention. This study investigates associations between neural ... read more
Background and Objective: Increasing screening volumes, combined with global shortage of radiologists and a high proportion of normal mammograms, challenge the efficiency and sustainability of breast cancer screening. Artificial intelligence (AI) has... read more
The rational discovery of behaviorally active odorants is impeded by limited information on how the olfactory system generates percept or valence for a volatile chemical. In previous studies, we showed that chemical informatics could be used to predi... read more
Neural networks : the official journal of the International Neural Network Society
Mar 14, 2026
Industrial anomaly detection faces significant challenges due to the scarcity of anomalous samples and the complexity of real-world anomalies. In this paper, we propose a foundation model-based anomaly synthesis pipeline (FMAS) that generates highly ... read more
Mechanical characterization of cancer tissues is crucial for understanding tumor progression and response to therapy. However, common mechanophenotyping methods such as atomic force microscopy (AFM), compression testing, and elastography require expe... read more
Inosine monophosphate (IMP) is a key umami-related nucleotide that contributes substantially to chicken meat flavor. This study aimed to elucidate the molecular regulatory mechanisms underlying individual variation in breast muscle IMP content in Bei... read more
Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine
Mar 14, 2026
BACKGROUND: Iodine-131 (131I) therapy is a cornerstone of nuclear medicine for thyroid diseases and certain cancers. This review evaluates the transition from empirical to personalized dosimetry, focusing on image-based and AI-driven strategies. METH... read more
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