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Ying Chen

As seen in: Arthritis & Rheumatology, Color Research & Application, Nature, Wiley, Wiley Online Library, International Journal of Nursing Studies, New Phytologist, PLOS ONE, BMJ Open, Occupational and Environmental Medicine (OEM) and
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Articles

Bootstrapping multimodal large language model with medical knowledge for automatic esophagogastroduodenoscopy diagnosis and reporting

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By Miaojing Shi, Zijie Yue, Huihui Sun, Yikun Ma, Ying Chen, Xiaofen Wu, Hanli Wang, Jun Wang, Shuchang Xu, Tianyu Cen
| Nature Verified
Abstract Esophagogastroduodenoscopy (EGD) is an essential clinical procedure for diagnosing gastrointestinal (GI) diseases, while the subsequent EGD reports play a vital role in clinical decision-making and therapeutic interventions. This paper makes the first attempt to bootstrap Multimodal Large Language Models (MLLM) with medical knowledge for EGD diagnosis and reporting (EDR).
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How CMAS infiltration degrades grain boundaries in thermal barrier ceramics: dual pathways to embrittlement

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By Yang Liu Verified, Craig Williams, Alison Pawley, Ping Xiao, Ying Chen, Gyaneshwara Brewster
| Nature Verified
Abstract Thermal barrier coatings used in aeroengines are vulnerable to calcia–magnesia–alumino–silicate (CMAS) attack, which infiltrates through pores and grain boundaries (GBs), accelerating coating degradation. However, the influence of CMAS on GB fracture resistance remains insufficiently understood.
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Drug Delivery-Enabled Antibiofilm Therapeutics from Traditional Chinese Medicine-Derived Bioactives: Recent Advances and Future Perspectives Click to copy article link Article link copied!

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By Ying Chen, Duoyang Fan, Haohan Li
| ACS Publications
Abstract Click to copy section linkSection link copied! Biofilm-associated infections remain difficult to treat because the extracellular polymeric substance matrix, charge-selective transport, microenvironmental gradients, and persister formation together limit effective drug exposure and reduce the antimicrobial efficacy.
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