Results 251 to 260 of about 989,104 (320)

Explainable forecasting of air quality index using a hybrid random forest and ARIMA model. [PDF]

MethodsX
Yenkikar A, Mishra VP, Bali M, Ara T.
europepmc   +1 more source

Polyhalogenated Carbazole Impairs Dopaminergic Neurons through Dysregulation of Liquid–Liquid Phase Separation in Caenorhabditis elegans

Advanced Science, EarlyView.
Polyhalogenated carbazoles (PHCZ), persistent environmental contaminants, preferentially accumulate in neuronal tissues. Studies using Caenorhabditis elegans and human neuronal cell lines reveal that PHCZ induce dopaminergic neurodegeneration by promoting liquid–liquid phase separation of α‐synuclein, reducing condensate fluidity, impairing ...
Yuhang Luo, Hongbo Xu, Pei Peng, Xinhe Lu, Qian Zhou, Ziqing Gao, Cheng Tang, Hongyan Yin, Ying Cai, Gaga Mahai, Zhiqiang Zhu, Zuojun Liu, Hanzeng Li, Shunqing Xu   +13 more
wiley   +1 more source

Identification of individuals at high risk of developing rheumatoid arthritis: a balanced random forest model in a cohort of 1544 first-degree relatives. [PDF]

RMD Open
Aymon R, Lamacchia C, Gilbert BTP, Grundhuber M, Gehring I, Swiniarski S, Studer O, Salis Z, Guemara R, Spoerl D, Dudler J, Möller B, Dan D, Brulhart L, Von Mühlenen I, Kyburz D, Rubbert-Roth A, Ciurea A, Mueller R, Courvoisier DS, Finckh A.   +20 more
europepmc   +1 more source

Long‐Term Elevated CO2 Improves Soil Health and Rice Yields in Paddy Fields

Advanced Science, EarlyView.
Combining the two longest‐running rice free‐air CO2 enrichment experiments with a global data synthesis, this study demonstrates that long‐term elevated CO2 consistently enhances soil health. In rice paddies, this improvement sustains the CO2 fertilization effect over decades.
Fan Jiang, Wenchao Du, Kees Jan van Groenigen, Josep Peñuelas, Scott X. Chang, Lian Song, Chuang Cai, Yu Wang, Lin Deng, Zhengkun Hu, Weishou Shen, Qicong Wu, Haiyang Yu, Ying Yin, Fuxun Ai, Wei Zhou, Dongming Wang, Jianqiang Sun, Xiaoyuan Yan, Renfang Shen, Jiabao Zhang, Hongyan Guo, Chunwu Zhu   +22 more
wiley   +1 more source

Soil quality dynamics in natural pine forests lands integrating fuzzy-AHP and prediction based on random forest algorithms. [PDF]

Sci Rep
Poudel D, Abiye W, Dengiz O, Pacci S, Saflı ME.   +4 more
europepmc   +1 more source

Principal Component Random Forest for Passenger Demand Forecasting in Cooperative, Connected, and Automated Mobility

Georgios Spanos, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras   +3 more
openalex   +1 more source

A Modular and Customizable CRISPR/Cas Toolkit for Epigenome Editing of Cis‐regulatory Modules

Advanced Science, EarlyView.
Epigenome editing surpasses genome editing in gene regulation. Modular epigenome editing frameworks are developed to interrogate cis‐regulome, enabling tunable reprogramming of cis‐elements, uncovering their epigenetic responsiveness and cross‐species portability.
Lingrui Zhang, Jianxin Fu, Tiandan Long, Chao Zhang, Fuhua Fan, Zhaobo Lang, Jian‐Kang Zhu   +6 more
wiley   +1 more source

Exploring the relative importance of the factors associated with menopausal symptoms using a random forest model: a cross-sectional study. [PDF]

Womens Health Nurs
Chin M, Hahn S, Kim YS, Kwon YH, Park YH, Choi Y, Kim G, Kim Y, Lee I, Yoon HJ, Bae H.   +10 more
europepmc   +1 more source

Application of Random Forest Algorithm to Analyze the Confidence Level of Forest Fire Hotspots in Riau Peatland

Mitra Unik, Imas Sukaesih Sitanggang, Lailan Syaufina, I Nengah Surati Jaya   +3 more
openalex   +2 more sources

Single‐Nucleus RNA Sequencing Reveals Mid‐Gestational Neurodevelopment Features in the Superior Temporal Plane from Fetuses with Nonsyndromic Cleft Lip and Palate

Advanced Science, EarlyView.
Single‐nucleus RNA sequencing of mid‐gestation brains from fetuses with nonsyndromic cleft lip and palate reveals major disruptions in cell composition, cell‐to‐cell signaling, and gene regulation. The transcription factor MEF2C is identified as a central regulator of these changes and shows that lowering MEF2C impairs synapse formation, linking cleft ...
Liu‐Lin Xiong, Xin‐Wei Huang, Qiu‐Xia Xiao, Ying‐Gang Zheng, Hao‐Yue Qin, Chang‐Le Fang, Li Chen, Ruo‐Lan Du, Qiu‐Lin Wang, Li‐Ren Huangfu, Ye‐Qing Fei, Yang‐Yang Zhao, Chen‐Yang Zhai, Ze‐Mian Chen, Shi‐Kun Yuan, Yu‐Ji Zhou, Xing‐Man He, Ting‐Ting Zhi, Xiao‐He Tian, Ting‐Hua Wang   +19 more
wiley   +1 more source