Author

Jiankang Hong

3 papers indexed here

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Preprint Sep 2026

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

Neonatal respiratory diseases are a major cause of neonatal morbidity and mortality, posing substantial challenges in clinical practice. Despite recent advances, existing Multimodal Large Language Models (MLLMs) face two key limitations in neonatal diagnosis: (1) domain gap arising from predominantly adult training dat...

Yi-Nan Liu, Hong-Tai Xia, Hao-Ran Xu et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Feature Reconfiguration With Visual Prior for Medical Lesion Segmentation

FreNet is proposed, a feature reconfiguration framework with visual priors, which performs pixel-level reconfiguration before encoding and feature-level reconfiguration during encoding for precise medical lesion segmentation and significantly outperforms state-of-the-art methods.

Yi-Nan Liu, Jian-Kang Hong, Zhen Gao et al. · 0 citations

#artificial intelligence Preprint Sep 2026

NeoRed: A Knowledge-Logic-Alignment MLLM for Neonatal Respiratory Disease Diagnosis

The first MLLMtailored for neonatalres-piratorydisease, the first MLLMtailored forneonatalres-piratorydisease, filling the gap inneonataldiagnostic reportsgeneration is presented.

Yi-Nan Liu, Hong-Tai Xia, Hao-Ran Xu et al. · 0 citations