Entity-level cross-modal fusion for multimodal chinese agricultural diseases and pests named entity recognition by Jingzhong Huang, Xia Hao, Yu Wang, Ruizhi Song, Zenan Mu, Wen Chu, Georgios Papadakis, Sijie Niu, Xuchao Guo

“…Secondly, we introduce a Dynamic Cross-modal Gated Attention (DCGA) mechanism that adaptively adjusts visual feature contributions through gating weights. This approach integrates cross-modal contrastive learning to strengthen semantic connections at the entity level between images and text. …”
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Trends and determinants of female genital mutilation prevalence among women of reproductive age in Tanzania and Kenya: a demographic and health survey analysis (2008–2022) by Dotto Daniel Kisendi, D. Lyakurwa, Heavenlight A. Paulo, Elizabeth Malingumu, Virna Vong, E. Matthews, Ebrima Huma, Mgole Eliud Mkama, kang Wu, Yili Zhang, Bei Li

“…Methods A retrospective analysis of Demographic and Health Survey (DHS) data from 6,517 women aged 15–49 in Kenya and Tanzania (2008–2022) was conducted. …”
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The implementation of Safety Management Systems in healthcare: a systematic review and international comparison by Zhivko Zhelev, Sian de Bell, Alison Bethel, Maria Clarke, Rob Anderson, Jo Thompson Coon

“…Quality health care is defined by the World Health Organization as health care or services which are effective, safe, people-centred, timely, equitable, integrated and efficient. The aim of quality health care is to achieve the desired health outcomes. …”
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