Auxiliary identification of depression patients using interpretable machine learning models based on heart rate variability: a retrospective study by Min Yang, Huiqin Zhang, Minglan Yu, Yunxuan Xu, Bo Xiang, Xiaopeng Yao

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Strength Characteristics of Polypropylene Fiber-Modified Rubber Foamed Concrete by Yanzi Wang, Mingzhen Tian, Sindambiwe Theogene, Jianzhu Wang, Bin Lv, Xinyi Zhang, Haixia Gong, Hongbo Zhang, Yazhen Liu

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Machine learning algorithms as early diagnostic tools for prolonged operative time in patients with fluorescent laparoscopic cholecystectomy: a retrospective cohort study by Chu Wang, Chu Wang, JunYe Wen, ZiYi Su, HanXiang Yu

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Next generation sequencing reveals the mutation landscape of Chinese MDS patients and the association between mutations and AML transformations by Yu Liu, Huanchen Cheng, Mei Cheng, Meng Sun, Jun Ma, Tiejun Gong

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Implementing a transmural model of early palliative care in advanced dementia: the use of a hybrid effectiveness-implementation study design by Allyn Hum, Palvinder Kaur, Wen Yang Goh, Riyin Tay, Han Yee Neo, Mervyn Yong Hwang Koh, Noorhazlina Binte Ali, Wee Shiong Lim, Yu-Ling Jackie Tan, Huei Yaw Wu, Palvannan Kannapiran, Hwee Teng Robyn Tan, Yan Sun, Chin Ee Ong, Ravinder Singh Sachdev, Zhi Jun Low, Lee Hung Tey, Woan Shin Tan, Yew Yoong Ding

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Machine learning-assisted multi-dimensional transcriptomic analysis of cytoskeleton-related molecules and their relationship with prognosis in hepatocellular carcinoma by Yuxuan Li, Mingbo Cao, Xiaorui Su, Gaoyuan Yang, Yupeng Ren, Zhiwei He, Zheng Shi, Ziyi Hu, Guirong Liang, Qi Zhang, Zhicheng Yao, Meihai Deng

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Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis by Yi Pan, Pushi Wang, Bowen Xue, Yanbin Liu, Xinhua Shen, Shiliang Wang, Xing Wang

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Impact of postoperative depression and immune-inflammatory biomarkers on the prognosis of patients with esophageal cancer receiving minimally invasive esophagectomy: a retrospectiv... by Pei-xin Tan, Lin-xin Wu, Shuang Ma, Shi-jing Wei, Tai-hang Wang, Bing-chen Wang, Bing-bing Fu, Jia-shuo Yang, Qing Zhao, Qing Zhao, Li Sun, Yi Liu, Tao Yan

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Predicting day-one mobility in partial nephrectomy patients using preoperative and intraoperative clinical parameters by Meijuan Xu, Qiuxuan Zhang, Xiaohui Mo, Yanmei Liu, Man Peng, Xuexia Ma

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Derivation and validation of a clinical decision rule to risk‐stratify COVID‐19 patients discharged from the emergency department: The CCEDRRN COVID discharge score by Steven C. Brooks, Rhonda J. Rosychuk, Jeffrey J. Perry, Laurie J. Morrison, Hana Wiemer, Patrick Fok, Brian H. Rowe, Raoul Daoust, Shabnam Vatanpour, Joel Turner, Megan Landes, Robert Ohle, Jake Hayward, Frank Scheuermeyer, Michelle Welsford, Corinne Hohl, the Canadian COVID‐19 Rapid Response Network (CCEDRRN) for the Network of Canadian Emergency Researchers (NCER) and the Canadian Critical Care Trials Group (CCCTG)

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Automated diabetes detection prediction system based on patients’ medical data by S.V. Pidopryhora, Yu.V. Bogoyavlenska

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Prediction of the Spatial Distribution of Petrophysical Properties of Sediment Formations Using Multidimensional Splines by V. V. Lapkovsky, V. A. Kontorovich, K. I. Kanakova, S. E. Ponomareva, B. V. Lunev

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Prediction of Expected Fouling Time During Transmembrane Transition in Reverse Osmosis Systems by Jozsef Lakner, Gabor Lakner

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Integration of RSM and Machine Learning for Accurate Prediction of Surface Roughness in Laser Processing by Dragan Rodić, Milenko Sekulić, Borislav Savković, Miloš Madić, Milan Trifunović

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Research on an efficient prediction for deformations of thread connections based on deep transfer learning by Zhao Liu, Zeyu Qi, Hao Lu, Yan Liu, Jintao Fan, Xuefeng Wang, Caishan Liu

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Application of machine learning for predicting the incubation period of water droplet erosion in metals by Khaled AlHammad, Mamoun Medraj, Moussa Tembely

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A comparison of modeling approaches for static and dynamic prediction of central line-associated bloodstream infections using electronic health records (part 2): random forest mode... by Elena Albu, Shan Gao, Pieter Stijnen, Frank E Rademakers, Christel Janssens, Veerle Cossey, Yves Debaveye, Laure Wynants, Ben Van Calster

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Enhancing survival predictions in lung cancer with cystic airspaces: a multimodal approach combining clinical and radiomic features by Liang Yin, Jing Wang, Pingyou Fu, Lu Xing, Yuan Liu, Zongchang Li, Jie Gan

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Explainable and Interpretable Model for the Early Detection of Brain Stroke Using Optimized Boosting Algorithms by Yogita Dubey, Yashraj Tarte, Nikhil Talatule, Khushal Damahe, Prachi Palsodkar, Punit Fulzele

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Cost-effectiveness of risk model-based lung cancer screening in smokers and nonsmokers in China by Tiantian Zhang, Yue Wang, Xuechen Chen, Xueer Yang, Leyao Zhang, Nagham Bazzi, Ling Bai, Aaron Finley, Jie Jiang, Jianxing He, Wenhua Liang

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