Regularized win ratio regression for variable selection and risk prediction, with an application to a cardiovascular trial by Lu Mao

“…When applied to data from the HF-ACTION trial, the method identified prognostic variables and achieved superior predictive accuracy compared to regularized Cox models, as measured by overall and component-specific concordance indices. …”
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Interpretable machine learning leverages proteomics to improve cardiovascular disease risk prediction and biomarker identification by Héctor Climente-González, Min Oh, Urszula Chajewska, Roya Hosseini, Sudipto Mukherjee, Wei Gan, Matthew Traylor, Sile Hu, Ghazaleh Fatemifar, Jonas Ghouse, Paul Pangilinan Del Villar, Erik Vernet, Nils Koelling, Liang Du, Robin Abraham, Chuan Li, Joanna M. M. Howson

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Effects of different wearable sensors and locomotion tasks on machine learning-based joint moment prediction by Jonas Weber, Bernd J. Stetter

“…Other factors, such as task diversity, sample size, ML algorithms, and model evaluation, may have a greater impact on joint moment predictions than different wearable sensor-based model inputs. …”
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Early In-Hospital Mortality Prediction Based on xTimesNet and Time Series Interpretable Methods by Xueyan Wang, Zhengxing Yuan, Zhiqiu Yao, Youwei Yuan, Lanjun Luo

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TabNet for crop yield prediction: promoting sustainability and climate resilience in Saudi Arabian agriculture by Mohammad M. Islam, Majed Alharthi, Rotana S. Alkadi, Rafiqul Islam, Abdul Kadar Muhammad Masum

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Prediction of cancer cell line-specific synergistic drug combinations based on multi-omics data by Jiaqi Chen, Huirui Han, Lingxu Li, Zhengxin Chen, Xinying Liu, Tianyi Li, Xuefeng Wang, Qibin Wang, Ruijie Zhang, Dehua Feng, Lei Yu, Xia Li, Limei Wang, Bing Li, Jin Li

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COVID-19 pandemic and unemployment rate prediction for developing countries of Asia: A hybrid approach. by Lumin Shi, Yousaf Ali Khan, Man-Wen Tian

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A Dynamic Multi-Graph Convolutional Spatial-Temporal Network for Airport Arrival Flow Prediction by Yunyang Huang, Hongyu Yang, Zhen Yan

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Vessel Trajectory Prediction Using Vessel Influence Long Short-Term Memory with Uncertainty Estimation by Zhiyuan Guo, Huimin Qiang, Xiaodong Peng

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A novel approach for predicting microbe-disease associations by bi-random walk on the heterogeneous network. by Shuai Zou, Jingpu Zhang, Zuping Zhang

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Corrosion Rate Analysis and Prediction of the Remaining Life of the Research Vessel to Improve Ship Safety Aspects by Andi Cahyo Prasetyo Tri Nugroho, Cahyo Sasmito, Abid Paripurna Fuadi, Dany Hendrik, Cakra Wijaya Kusuma Rahadi, Rizqi Dian Permana, Noor Muhammad Ridha Fuadi

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PAD-SA: a method for predicting the turnover of scientific researchers based on ADASYN-Stacking algorithm by Tianyi Zhang, Jing Yang, Ru Liu, Qiyuan Feng

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The efficacy of artificial intelligence in predicting mortality rate and cardiogenic shock in acute coronary syndrome patients by Lies Dina Liastuti, Syafarrani Arma Bahirah, Haifa Mayang Lestari, Yosilia Nursakina

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Prediction of winter wheat nitrogen nutrition index using high-resolution satellite and machine learning by Po-Ting Pan, Yamine Bouzembrak, Miguel Quemada, Bedir Tekinerdogan

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Vehicle Fuel Consumption Prediction Method Based on Driving Behavior Data Collected from Smartphones by Ying Yao, Xiaohua Zhao, Chang Liu, Jian Rong, Yunlong Zhang, Zhenning Dong, Yuelong Su

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Interpretable Prediction of a Decentralized Smart Grid Based on Machine Learning and Explainable Artificial Intelligence by Ahmet Cifci

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Intelligence Types Predict Different Domains of Emotional Creativity Through Self-Assessed Creativity and Intelligence by Tatiana V. Kornilova, Maria A. Chumakova, Lydia B. Maksarova

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Leveraging logistic models to enhance nutrient dynamics modeling in intercropped spring wheat with varied nitrogen and phosphorus fertilization strategies. by Yue Feng, Ying Ma, Renqiang Deng, Bo Wang, Haiyan Tian, Xin Liu, Qi Dong, Aiping Wang, Sumera Anwar

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A novel hybrid SCS-LSTM model for intelligent flood forecasting in data-scarce small mountainous catchments by Yuan Ximin, Wang Tianzhi, Tian Fuchang, Wang Xiaojiao

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A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Hailing He, Zhengying Li, Shaoyang Ma, Chaoguan Qin, Rong Wei, Qin Xiang, Xiao Zhang, Yiran Zhang, Huashi Cai

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