#neuroimaging News & Analysis

4 articles tagged with #neuroimaging. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

AINeutralarXiv – CS AI · Mar 276/10

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NeuroVLM-Bench: Evaluation of Vision-Enabled Large Language Models for Clinical Reasoning in Neurological Disorders

Researchers benchmarked 20 multimodal AI models on neuroimaging tasks using MRI and CT scans, finding that while technical attributes like imaging modality are nearly solved, diagnostic reasoning remains challenging. Gemini-2.5-Pro and GPT-5-Chat showed strongest diagnostic performance, while open-source MedGemma-1.5-4B demonstrated promising results under few-shot prompting.

🏢 Meta🧠 GPT-5🧠 Gemini

AIBullisharXiv – CS AI · Mar 36/107

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Stroke outcome and evolution prediction from CT brain using a spatiotemporal diffusion autoencoder

Researchers developed a spatiotemporal diffusion autoencoder using CT brain images to predict stroke outcomes and evolution. The AI model achieved best-in-class performance for predicting next-day severity and functional outcomes using a dataset of 5,824 CT images from 3,573 patients across two medical centers.

AIBullisharXiv – CS AI · Feb 276/107

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Atlas-free Brain Network Transformer

Researchers have developed an atlas-free Brain Network Transformer (BNT) that uses individualized brain parcellations from subject-specific fMRI data instead of standardized brain atlases. The approach outperformed existing methods in sex classification and brain age prediction tasks, offering improved precision and robustness for neuroimaging biomarkers and clinical diagnostics.

GeneralNeutralCrypto Briefing · Mar 31/103

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Abigail Marsh: Permissive parenting leads to anxiety in children, the limitations of neuroimaging in diagnosing disorders, and the complexities of heroism and bravery | Jordan Harbinger

This article discusses psychological research findings on parenting styles, neuroimaging limitations in medical diagnosis, and the psychology of heroic behavior. The content focuses on how permissive parenting can increase childhood anxiety and redefines heroism as altruistic action despite personal fear.