Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning by Xuemeng Tian, Sytze de Bruin, Rolf Simoes, Mustafa Serkan Isik, Robert Minarik, Yu-Feng Ho, Murat Şahin, Martin Herold, Davide Consoli, Tomislav Hengl

“…This article describes a comprehensive framework for soil organic carbon density (SOCD, kg/m3) modeling and mapping, based on spatiotemporal random forest (RF) and quantile regression forests (QRF). …”
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Trends in burden and mortality of congenital birth defects in G20 countries (1990–2021) and predictions for 2022–2040 by Xiangwen Li, Pengfei Qu, Pu Yan, Yule Kou, Jian Song, Di Wu, Jiayi Wang, Siyu Pan, Yufei Liu, Xinrui Li, Rongqiang Zhang

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MD-Syn: synergistic drug combination prediction based on a multidimensional feature fusion method and attention mechanisms by XinXin Ge, Yi-Ting Lee, Shan-Ju Yeh, Shan-Ju Yeh, Shan-Ju Yeh

“…To facilitate broader community access to this model, we have developed a web portal (https://labyeh104-2.life.nthu.edu.tw/) that enables customized predictions of drug combination synergy effects based on user-specified compounds.…”
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Predictions for the Detectability of Milky Way Satellite Galaxies and Outer-Halo Star Clusters with the Vera C. Rubin Observatory by Kabelo Tsiane, Sidney Mau, Alex Drlica-Wagner, Jeffrey L. Carlin, Peter S. Ferguson, Keith Bechtol, Ethan O. Nadler, Annika H. G. Peter, Yao-Yuan Mao, Adam J. Thornton, LSST Dark Energy Science Collaboration

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Identification of pyroptosis-associated gene to predict fibrosis and reveal immune characterization in non-alcoholic fatty liver disease by Sha Tu, Xi Jing, Xiaoling Bu, Qingfang Zhang, Shanying Liao, Xiaobo Zhu, Ying Guo, Weihong Sha

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Black soil layer thickness prediction and soil erosion risk assessment in a small watershed in Northeast China. by Keke Xu, Huimin Dai, Xujiao Zhang, Chaoqun Chen, Kai Liu, Guanxin Du, Cheng Qian

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A Prediction Method for Frictional Resistance in Long-Distance Rectangular Pipe Jacking Considering Complex Contact States by Xiaoxu Tian, Zhanping Song, Kangbao Lun, Jiangsheng Xie, Peng Ma

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A panel of 4 microRNAs facilitates the prediction of left ventricular contractility after acute myocardial infarction. by Yvan Devaux, Melanie Vausort, Gerry P McCann, Dominic Kelly, Olivier Collignon, Leong L Ng, Daniel R Wagner, Iain B Squire

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HNF-DDA: subgraph contrastive-driven transformer-style heterogeneous network embedding for drug–disease association prediction by Yifan Shang, Zixu Wang, Yangyang Chen, Xinyu Yang, Zhonghao Ren, Xiangxiang Zeng, Lei Xu

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Fine scale prediction of ecological community composition using a two-step sequential Machine Learning ensemble. by Icíar Civantos-Gómez, Javier García-Algarra, David García-Callejas, Javier Galeano, Oscar Godoy, Ignasi Bartomeus

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An improved method for predicting the permeability of Chang 7 shale oil reservoirs based on lithology and hydraulic flow units by Heting Gao, Yanze Sun, Hui Zhao, Fei Zhou, Weichao Tian, Zhigang Wen, Yunpeng Fan, Xiaoyu Chen

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Predicting Rural Industrial Transformation via Coupling Coordination Between Polder-Based Spatial Features and Industrial Development by Wenzhu Zhou, Dawei Wang, Yiwen Zhang, Hanjing Xu

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Artificial Intelligence‐Driven Prediction and Optimization of Tensile and Impact Strength in Natural Fiber/Aluminum Oxide Polymer Nanocomposites by Solairaju Jothi Arunachalam, Rathinasamy Saravanan, Nashwan Adnan Othman, Sathish Thanikodi, Jayant Giri, Muzhda Azizi, Taoufik Saidani

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A nomogram for predicting non-curative resection in patients with early gastric cancer based on white light imaging by Mengyu Cao, Linlin Ren, Congcong Min, Zeyuan Diao, Hao Chen, Hua Liu, Xiaoyu Li, Jiahui Xu, Zibin Tian, Tao Mao

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A review of enhanced biosignature immunotherapy tools for predicting lung cancer immune phenotypes using deep learning by A. Sheryl Oliver, Md Shohel Sayeed, Siti Fatimah Abdul Razak

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Automated Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Deep Learning Methods and Sequential Data by Chien Wei Oei, Eddie Yin Kwee Ng, Matthew Hok Shan Ng, Yam Meng Chan, Vinithasree Subbhuraam, Lai Gwen Chan, U. Rajendra Acharya

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Data-driven methods for dengue prediction and surveillance using real-world and Big Data: A systematic review. by Emmanuelle Sylvestre, Clarisse Joachim, Elsa Cécilia-Joseph, Guillaume Bouzillé, Boris Campillo-Gimenez, Marc Cuggia, André Cabié

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Serum homocysteine levels predict poor recovery and relapse in first-attack myelin oligodendrocyte glycoprotein antibody disease by Yanfei Li, Yanjie Jia

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Prediction of Aluminum Alloy Surface Roughness Through Nanosecond Pulse Laser Assisted by Continuous Laser Paint Removal by Jingyi Li, Rongfan Liang, Han Li, Junjie Liu, Jingdong Sun

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Predicted occurrence and abundance habitat suitability of invasive plants in the contiguous United States: updates for the INHABIT web tool by Catherine S. Jarnevich, Peder Engelstad, Demetra Williams, Keana Shadwell, Cameron Reimer, Grace Henderson, Janet S. Prevey, Ian S. Pearse

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