Bioinformatics Insights and Analytics

Articles

• Federated Deep Learning for Privacy-Preserving Prostate Cancer Diagnosis from Multicenter Multiparametric MRI Data

  Xuanxinyu Peng, Kegang Zhao

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• Personalized Healthcare Recommendation Systems Based on Patient Narratives and Large Language Model-Based Self-Representation Learning

  Arjun Kerhra, Dustin Page

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• An Explainable AI Framework Integrating Traditional Chinese Medicine Knowledge Graphs and Digital Biomarkers for Personalized Edible Herbal Formula Recommendations in Chronic Disease Management

  Isaac D. Sanders, Manav Gendhe, Cesar A. Fox

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• AI-Driven Spatiotemporal Modeling of Environmental Radiation Exposure and Respiratory Health Risk in Vulnerable Populations

  Mark A. Rao, Guangqin Qian

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• AI-Guided Multi-Omics Risk Prediction of Foodborne Pathogen–Induced Metabolic Dysregulation: Integrating Gut Microbiome Signatures, Natural Polysaccharide Intervention, and Rapid Microbial Detection Frameworks

  Aape Kerhonan

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• Dietary Polysaccharides and Host–Microbiota Interactions: Emerging Strategies for Precision Nutrition in Metabolic Disorders

  Abhishek Hegde, Enzo A. Gonzalez

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• Computational Systems Biology for Revealing Multi-Target Mechanisms of Traditional Herbal Medicines in Immune Regulation

  Keyao Bai, Maxime R. Lehtonen, Fengjing Yang

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• Explainable Artificial Intelligence for Mechanism-Based Discovery of Multi-Component Herbal Therapies

  Ananya Parekh

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• Graph Neural Networks for Predicting Drug–Target Interactions and Synergistic Therapeutic Combinations

  Ishaan C. Prasad, Jean Meraleis

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• Knowledge Graph Construction for Systematic Discovery of Bioactive Compounds and Therapeutic Targets in Natural Products

  Akash A. Melhetria, Jeramy J. Beiley

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• Integrating Explainable Machine Learning and Environmental Epidemiology to Predict Acute Pulmonary Function Decline Associated with Ambient Particle Gamma Radiation Exposure

  Banjemin J. Lepozai, Botianyi Xiong

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• Multimodal Explainable AI for Healthcare Resource Allocation and Patient Risk Stratification: Integrating Graph Representation Learning with Clinical Decision Support

  Matthias R. Bryant, Jossae Parker, Neeraj Natarajan

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• Green Building Materials, Residential VOC Emissions, and Carbon-Neutral Healthy Housing: A Sustainability-Oriented Assessment

  Reid Freanklan

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• Network Pharmacology and Molecular Docking-Based Investigation of Herbal Compounds Against Cancer-Related Signaling Pathways

  Bnaind Maliek, Parth Kapoor, Krish Trivedi

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• Multi-Modal Large Language Model-Guided Discovery of Gut Microbiota-Targeting Plant Polysaccharides for Precision Intervention in Metabolic Dysfunction-Associated Steatotic Liver Disease

  Andries Heffman, Aarav Mathur, Shandan He

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• Multi-Omics Analysis of Plant Bioactive Compounds in the Regulation of Insulin Resistance and Intestinal Microbial Ecology

  Dean Gutierrez, Roy Ramirez, Gduard Ramos, Seagear Khanna

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