Results 191 to 200 of about 24,298 (249)

Predicting egg production rate and egg weight of broiler breeders based on machine learning and Shapley additive explanations. [PDF]

Poult Sci
Ji H, Xu Y, Teng G.
europepmc   +1 more source

Spatially Heterogeneous and Nonlinear Responses of Ecosystem Service Value to Human Activity Intensity in an Arid Mountain–Oasis–Desert Urban Agglomeration

Land Degradation &Development, EarlyView.
ABSTRACT Rapid urbanization and agricultural expansion are reshaping human–environment relationships in arid regions; however, the spatially heterogeneous and nonlinear relationships between human activities and ecosystem services remain insufficiently understood.
Hui Zhao, Zhihao Wang, Yongchao Zhou, Min Zhang, Jiayu Li   +4 more
wiley   +1 more source

Machine learning prediction of metabolic dysfunction-associated fatty liver disease risk in American adults using body composition: explainable analysis based on SHapley Additive exPlanations. [PDF]

Front Nutr
Hong Y, Chen X, Wang L, Zhang F, Zeng Z, Xie W.   +5 more
europepmc   +1 more source

From Past to Future: Overall Patterns, Nonlinear Relationships, Spatial Heterogeneity and Drivers of Ecosystem Service Trade‐Offs and Synergies in the Yangtze River Economic Belt

Land Degradation &Development, EarlyView.
ABSTRACT Land‐use change and climate change are reshaping watershed ecological functions and may intensify the risk of localized ecological degradation. However, existing studies have primarily focused on the spatiotemporal patterns of ecosystem services (ESs) during historical periods, while the nonlinear changes, spatial heterogeneity, and driving ...
Jingyuan Chen, Bowen Dong, Pengfei Qin, Xuan Lin, Chen Tang   +4 more
wiley   +1 more source

A model for predicting academic performance on standardised tests for lagging regions based on machine learning and Shapley additive explanations. [PDF]

Sci Rep
Suaza-Medina M, Peñabaena-Niebles R, Jubiz-Diaz M.   +2 more
europepmc   +1 more source

Revealing Dust Source Changes in East Asia From Past to Future: An Interpretable Deep Learning Approach

Land Degradation &Development, EarlyView.
ABSTRACT Aeolian dust source areas are controlled by climate and human activities and are closely associated with land degradation, yet their long‐term evolution under global warming remains insufficiently quantified. An integrated framework that couples a U‐Net segmentation model with Shapley Additive Explanations (SHAP) was built to map and attribute
Yanyu Li, Qizhong Wu, Xueshun Chen, Jiang Yue, Jieying He, Huaqiong Cheng   +5 more
wiley   +1 more source

Constructing a predictive model for early-onset sepsis in neonatal intensive care unit newborns based on SHapley Additive exPlanations explainable machine learning. [PDF]

Transl Pediatr
Tan X, Zhang X, Chai J, Ji W, Ru J, Yang C, Zhou W, Bai J, Xiong Y.   +8 more
europepmc   +1 more source

Development and Validation of a Questionnaire‐Based Model for Households With Multiple Helicobacter pylori Infections: A Family‐Based Screening Strategy

Med Research, EarlyView.
This study developed and externally validated a questionnaire‐based household risk model to identify families with multiple Helicobacter pylori infections. Using only noninvasive, readily available household information, the model showed good discrimination and enabled a family‐based screening strategy that substantially improved detection efficiency ...
Yifan Qiu, Xianzhu Zhou, Yi Hu, Liting Shen, Jiayue Wang, Shihan Xu, Huiyun Zhu, Huabing Huang, Zhaoshen Li, Yiqi Du   +9 more
wiley   +1 more source

Epidemiological exploration of the impact of bluetooth headset usage on thyroid nodules using Shapley additive explanations method. [PDF]

Sci Rep
Zhou N, Qin W, Zhang JJ, Wang Y, Wen JS, Lim YM.   +5 more
europepmc   +1 more source

Transforming Musculoskeletal Disorder Management With Multimodal AI Platform for Early Diagnosis, Self‐Screening, and Personalized Care

Med Research, EarlyView.
We developed a multimodal large language model‐enabled framework for the early detection, self‐screening, and personalized management of major musculoskeletal disorders, including osteoarthritis (OA), rheumatoid arthritis (RA), and osteoporosis (OP).
Pengyuan Xu, Guang Yang, Ge Zhang, Yafang Zhao, Pu Wan, Guiyun Zhou, Mengjie Jiang, Yixin Zhang, Zhaoyang Wang, Yichen Dai, Xiqing Zhao, Ziliang Fu, Ziyu Zheng, Ziyun Xu, Ruisi Dong, Xiaojie Xia, Duo Zhang, Yisheng He, Michael Moran, Qiguang Wang, Tim Woodfield, Khoon Lim, Tiantian Kong, Junnan Tang, Kang Tian, Kai Zhou, Hao Chi, Pengpeng Zhang, Jianhua Yang, Mingliang Zhang, Moyan Li, Yuan Cheng, Xiaolin Cui   +32 more
wiley   +1 more source