Comparison of methods for tuning machine learning model hyper-parameters: with application to predicting high-need high-cost health care users by Christopher Meaney, Xuesong Wang, Jun Guan, Therese A. Stukel

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Septic arthritis score (SAS) – a novel clinical prediction model for the probability of septic arthritis in the adult native knee by Jonas Tverring, Amelia Johansson, Omid Bornaei, Adam Lantz, Oskar Ljungquist

Subjects: “…Septic arthritis clinical prediction model…”
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Clinical Prediction Models for Contact X‐Ray Brachytherapy in Managing Rectal Cancers: A Scoping Review by Muneeb Ul Haq, D. Mark Pritchard, Arthur Sun Myint, Muhammad Ahsan Javed, Carrie A. Duckworth, Ngu Wah Than, Laura J. Bonnett, David M. Hughes

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Procalcitonin and biomarkers for stroke-associated pneumonia: a systematic review and meta-analysis by Yuan Wang, Tingting Wang, Shouqin Hu, Yuntao Cheng, Chongyue Du, Guolong Xu

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Performance of CAC-prob in predicting coronary artery calcium score: an external validation study in a high-CAC burden population by Pakpoom Wongyikul, Phichayut Phinyo, Pannipa Suwannasom, Apichat Tantraworasin, Chanikan Srikuenkaew, Pichyapa Jira, Kempiya Pornpipatsakul, Arachaporn Ngachuea, Phansa Chanthanom, Kanogphol Prayongkul, Warisara Chavalitjiraphan, Thitirat Rattananalin, Surasak Saokaew

Subjects: “…Clinical prediction model…”
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Clinical and Biochemical Markers in Early Pregnancy for Prediction of Gestational Diabetes Mellitus by Jaya B. Kanwar, Ankit Manglunia, Swayamsidha Mangaraj, Jayshree Swain, Abhay Sahoo, Jaspreet Singh, Manisha Sahoo, Sujata Mishra, Samanyoya Gochhait, Subhashree Ray

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Construction and validation of a machine learning-based nomogram model for predicting pneumonia risk in patients with catatonia: a retrospective observational study by Yi-chao Wang, Qian He, Yue-jing Wu, Li Zhang, Sha Wu, Xiao-jia Fang, Shao-shen Jia, Fu-gang Luo

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Development and validation of a clinical prediction model for hospitalization after emergency department admission in patients with cancer by Z.L.R. Kaplan, D. van Klaveren, J.G.A. den Duijn, R.J.C.G. Verdonschot, N. Wlazlo, J.G.J.V. Aerts, J. Bromberg, H.F. Lingsma, J. Alsma, M.M.E.M. Bos

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Development and validation of a prediction model for gestational diabetes mellitus risk among women from 8 to 14 weeks of gestation in Western China by Jiani Zhang, Qi Cao, Chihui Mao, Jinfeng Xu, Yaqian Li, Yi Mu, Guiqiong Huang, Daijuan Chen, Xixi Deng, Tingting Xu, Fan Zhou, Xiaodong Wang

Subjects: “…Clinical prediction model…”
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Evaluating AUC estimators across complex sampling designs: insights from COVID-19 patient data by Amaia Iparragirre, José María Quintana-López, Irantzu Barrio

Subjects: “…Clinical prediction models…”
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The impact of the subventricular zone invasion types and MGMT methylation status on tumor recurrence and prognosis in glioblastoma by Zhiying Shao, Hao Yan, Min Zhu, Zhengyang Liu, Ziqin Chen, Weiqi Li, Chenyang Wang, Longzhen Zhang, Junnian Zheng

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Development and validation of a prediction model based on a nomogram for tuberculous pleural effusion by Suli Liu, Suli Liu, Yao Yang, Yao Yang, Dongmei Wang, Lijuan Gao, Lijuan Gao, Jiangyue Qin, Jiangyue Qin, Yanqiu Wu, Yanqiu Wu, Diandian Li, Diandian Li, Xiaohua Li, Mei Chen, Hao Wang, Hao Wang, Yongchun Shen, Yongchun Shen, Fuqiang Wen, Fuqiang Wen, Fangying Chen

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External Validation of a Risk Prediction Model for Atherosclerotic Cardiovascular Diseases in a Large National Health‐Checkup and Claim Database by Takanori Honda, Yoshihiko Furuta, Akihiro Maezono, Sanmei Chen, Yuki Ishida, Hiroko Furuhashi, Masaya Kumamoto, Emi Oishi, Yasumi Kimura, Daigo Yoshida, Toshiharu Ninomiya

Subjects: “…clinical prediction model…”
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Utilizing innovative two curves in nomogram by Tianhan Zhou, Zhongkai Ni, Hao Fan, Hai Huang, Haimin Jin

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Machine learning algorithms in constructing prediction models for assisted reproductive technology (ART) related live birth outcomes by Junwei Peng, Xiaoyujie Geng, Yiyue Zhao, Zhijin Hou, Xin Tian, Xinyi Liu, Yuanyuan Xiao, Yang Liu

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A Multi-Algorithm Machine Learning Model for Predicting the Risk of Preterm Birth in Patients with Early-Onset Preeclampsia by Xu Y, Zu Y, Zhang Y, Liang Z, Xu X, Yan J

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Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit by Jean Digitale, Deborah Franzon, Jin Ge, Charles McCulloch, Mark J. Pletcher, Efstathios D. Gennatas

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Development and validation of a novel public prediction platform for deciduous caries in preschool children: an observational study from Northwest China by Zhidong Zhang, Zhihao Dou, Xu Zhang, Di Wang, Kamenjiang Abudoureheman, Yimin Yan, Fenyan Kang, Wei Zhang, Wenbo Meng, Kailiang Zhang, Zhige Li, Jie Zhang, Bin Liu, Baoping Zhang

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Development of a clinical prediction model for diabetic peripheral neuropathy with type 2 diabetes mellitus by OUYANG Bilu, WANG Guoqiang, WANG Mengmeng, WANG Xiuge

Subjects: “…type 2 diabetic mellitus|diabetic peripheral neuropathy|clinical prediction models…”
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Clinical Prediction Models Based on Traditional Methods and Machine Learning for Predicting First Stroke: Status and Prospects by ZHANG Zijiao, DING Shunjing, ZHAO Di, LIANG Jun, LEI Jianbo

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