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A machine-learning-based osteoporosis screening tool integrating the Shapley Additive exPlanation (SHAP) method: model development and validation study
Zhang, Yuji, Ma, Ming, Tian, Cong, Liu, Jinmin, Duan, Zhenkun, Huang, Xingchun, Geng, Bin
Published in Archives of osteoporosis (22.10.2025)
Published in Archives of osteoporosis (22.10.2025)
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Journal Article
Estimating individual risk of catheter-associated urinary tract infections using explainable artificial intelligence on clinical data
Sufriyana, Herdiantri, Chen, Chieh, Chiu, Hua-Sheng, Sumazin, Pavel, Yang, Po-Yu, Kang, Jiunn-Horng, Su, Emily Chia-Yu
Published in American journal of infection control (01.03.2025)
Published in American journal of infection control (01.03.2025)
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Journal Article
Random forest and Shapley Additive exPlanations predict oxytocin targeted effects on brain functional networks involved in salience and sensorimotor processing, in a randomized clinical trial in autism
Andari, Elissar, Gopinath, Kaundinya, O’Leary, Erin, Caceres, Gabriella A., Nishitani, Shota, Smith, Alicia K., Ousley, Opal, Rilling, James K., Cubells, Joseph F., Young, Larry J.
Published in Neuropsychopharmacology (New York, N.Y.) (01.08.2025)
Published in Neuropsychopharmacology (New York, N.Y.) (01.08.2025)
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Journal Article
Interpretable general thermal comfort model based on physiological data from wearable bio sensors: Light Gradient Boosting Machine (LightGBM) and SHapley Additive exPlanations (SHAP)
Kim, Hyunsoo, Lee, Gaang, Ahn, Hyeunguk, Choi, Byungjoo
Published in Building and environment (01.12.2024)
Published in Building and environment (01.12.2024)
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Journal Article
Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction
Dağdeviren, Uğur, Demir, Alparslan Serhat, Erden, Caner, Kökçam, Abdullah Hulusi, Kurnaz, Talas Fikret
Published in Environmental earth sciences (01.09.2025)
Published in Environmental earth sciences (01.09.2025)
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Journal Article
Exploring explainable machine learning and Shapley additive exPlanations (SHAP) technique to uncover key factors of HNSC cancer: An analysis of the best practices
Miao, Kexin, Houssou Hounye, Alphonse, Su, Liuyan, Pan, Qi, Wang, Jiaoju, Hou, Muzhou, Xiong, Li
Published in Biomedical signal processing and control (01.03.2024)
Published in Biomedical signal processing and control (01.03.2024)
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Journal Article
Identification of influence factors in overweight population through an interpretable risk model based on machine learning: a large retrospective cohort
Lin, Wei, Shi, Songchang, Lan, Huiyu, Wang, Nengying, Huang, Huibin, Wen, Junping, Chen, Gang
Published in Endocrine (01.03.2024)
Published in Endocrine (01.03.2024)
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Journal Article
Predicting ozone formation in petrochemical industrialized Lanzhou city by interpretable ensemble machine learning
Wang, Li, Zhao, Yuan, Shi, Jinsen, Ma, Jianmin, Liu, Xiaoyue, Han, Dongliang, Gao, Hong, Huang, Tao
Published in Environmental pollution (1987) (01.02.2023)
Published in Environmental pollution (1987) (01.02.2023)
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Journal Article
How Validation Methodology Influences Human Activity Recognition Mobile Systems
Bragança, Hendrio, Colonna, Juan G., Oliveira, Horácio A. B. F., Souto, Eduardo
Published in Sensors (Basel, Switzerland) (18.03.2022)
Published in Sensors (Basel, Switzerland) (18.03.2022)
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Journal Article
Structural impact on flame dynamics and mode transition in dual-swirl hydrogen flames
Jiang, Jianyi, Zhang, Xiaoxu, Yu, Tianze, Sun, Bonan, Zhou, Hua, Ren, Zhuyin
Published in Aerospace science and technology (01.07.2025)
Published in Aerospace science and technology (01.07.2025)
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Journal Article
Precipitation and vegetation transpiration variations dominate the dynamics of agricultural drought characteristics in China
Guo, Wenwen, Huang, Shengzhi, Huang, Qiang, She, Dunxian, Shi, Haiyun, Leng, Guoyong, Li, Ji, Cheng, Liwen, Gao, Yuejiao, Peng, Jian
Published in The Science of the total environment (10.11.2023)
Published in The Science of the total environment (10.11.2023)
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Journal Article
An efficient long short-term memory-based model for prediction of the load-displacement curve of concrete-filled double-skin steel tubular columns
Le, Dai-Nhan, Pham, Thai-Hoan, Pham, Tuan-Dung, Kong, Zhengyi, Papazafeiropoulos, George, Vu, Quang-Viet
Published in Construction & building materials (25.10.2024)
Published in Construction & building materials (25.10.2024)
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Journal Article
Early prediction of body composition parameters on metabolically unhealthy in the Chinese population via advanced machine learning
Deng, Xiujuan, Qiu, Lin, Sun, Xin, Li, Hui, Chen, Zejiao, Huang, Min, Hu, Fangxing, Zhang, Zhenyi
Published in Frontiers in endocrinology (Lausanne) (29.08.2023)
Published in Frontiers in endocrinology (Lausanne) (29.08.2023)
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Journal Article
Explainable machine learning on clinical features to predict and differentiate Alzheimer's progression by sex: Toward a clinician-tailored web interface
D'Amore, Fabio Massimo, Moscatelli, Marco, Malvaso, Antonio, D'Antonio, Fabrizia, Rodini, Marta, Panigutti, Massimiliano, Mirino, Pierandrea, Carlesimo, Giovanni Augusto, Guariglia, Cecilia, Caligiore, Daniele
Published in Journal of the neurological sciences (15.01.2025)
Published in Journal of the neurological sciences (15.01.2025)
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Journal Article