NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis

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Researchers developed NeoRed, a specialized multimodal model designed specifically for neonatal respiratory diagnosis. It bridges the data gap left by adult-centric models by integrating chest X-rays with multi-dimensional clinical data. This is the first MLLM tailored for infants, significantly improving diagnostic accuracy in high-stakes clinical settings.