Research Articles
RAPID vs JLK PWI: A Comparative Validation of Automated Ischemic Core Estimation Accuracy in Acute Stroke
This article provides a comprehensive analysis of the comparative performance between the established RAPID software and the newly developed JLK PWI platform for automated ischemic core and penumbra estimation using...
Motion Artifacts in Perfusion MRI: A Comprehensive Guide for Reliable Analysis in Research and Drug Development
This article provides a comprehensive guide for researchers and drug development professionals on managing motion artifacts in perfusion MRI, a critical source of error in quantitative analysis.
Safeguarding the Mind: Data Privacy and Security in the Era of Digital Brain Models
This article explores the critical intersection of advanced digital brain models and data privacy, tailored for researchers and drug development professionals.
Standardizing MRI Perfusion Analysis: From Technical Foundations to Clinical Translation in Biomedical Research
This comprehensive review addresses the critical challenge of standardizing MRI-based perfusion analysis workflows to enhance reproducibility and clinical translation in biomedical research.
Optimizing Event-Related fMRI Designs: Strategies to Boost Detection Efficiency and Statistical Power
This article provides a comprehensive guide for researchers and scientists on improving the detection efficiency of event-related functional magnetic resonance imaging (fMRI) designs.
Building Inclusive Neurotechnology: A 2025 Framework for Addressing Bias from Research to Clinical Deployment
This article provides a comprehensive framework for researchers, scientists, and drug development professionals to address bias and inclusivity in neurotechnology.
Optimizing Inter-Stimulus Intervals in fMRI: A Strategic Guide for Robust Cognitive Paradigm Design
This article provides a comprehensive guide for researchers and drug development professionals on optimizing inter-stimulus intervals (ISIs) in functional magnetic resonance imaging (fMRI) cognitive paradigms.
Beyond the Algorithm: A Practical Framework for Validating AI Tools in Neuroradiology
This article provides a comprehensive guide for researchers and drug development professionals on the critical process of validating AI tools for clinical neuroradiology integration.
Mitigating Hallucinations in Medical Multimodal LLMs: Strategies for Reliable Clinical Imaging AI
This article provides a comprehensive analysis of the challenge of hallucination in Multimodal Large Language Models (MLLMs) applied to medical imaging, a critical barrier to clinical adoption.
Overcoming fMRI BOLD Signal Overlap: A Strategic Guide to Alternating Experimental Designs
This article addresses the central challenge of Blood-Oxygen-Level-Dependent (BOLD) signal overlap in functional Magnetic Resonance Imaging (fMRI), which can confound the interpretation of neural activity in complex tasks.