Results 171 to 180 of about 38,464 (255)

Predicting the Recurrence of Differentiated Thyroid Cancer Using Whale Optimization-Based XGBoost Algorithm. [PDF]

Diagnostics (Basel)
Shrestha K, Rifat HMJO, Biswas U, Tiang JJ, Nahid AA.   +4 more
europepmc   +1 more source

Neck Lymph Node Recurrence in HNC Patients Might Be Predicted before Radiotherapy Using Radiomics Extracted from CT Images and XGBoost Algorithm. [PDF]

J Pers Med, 2022
Tsai YL, Chen SW, Kao CH, Cheng DC.
europepmc   +1 more source

Evaluating Vaginal Microbiome Effects on Antiretroviral Exposure in the Female Genital Tract Using Pharmacometric and Machine Learning Approaches

Clinical Pharmacology &Therapeutics, EarlyView.
Antiretroviral pre‐exposure prophylaxis (PrEP) is less effective in women than expected, partly because drug exposure within the female genital tract is variable and may be influenced by the vaginal microbiome. We developed an integrated pharmacometrics and machine learning framework to evaluate associations between vaginal microbiome composition and ...
Diqin Yan, Lindsey B. Collins, Christopher Staley, Flavia Kiweewa Matovu, Pamala Jacobson, Melanie Nicol, Shen Cheng   +6 more
wiley   +1 more source

Postoperative serum albumin drop predicts complications in primary total knee arthroplasty: a retrospective cohort study using XGBoost algorithm. [PDF]

BMC Musculoskelet Disord
Huang L, Lin X, Zheng L, Zhu Y.
europepmc   +1 more source

Predicting Corporate Social Ratings Using Machine Learning Models

Corporate Social Responsibility and Environmental Management, EarlyView.
ABSTRACT This study predicts Korean firms' environmental, social, and governance (ESG) social ratings by integrating firm‐performance indicators, human resource management indicators based on Global Reporting Initiative (GRI) Social Standards, and Job Planet‐based employee‐experience signals.
Eunjung Jung, Ahrom Kang, Joongsan Oh
wiley   +1 more source

Development and internal-external validation of a risk prediction model for acute pain after HAIC for patients with liver cancer using logistic regression and XGBoost algorithm. [PDF]

Asia Pac J Oncol Nurs
Cao J, Gong Y, Wang F, Zhang J, Chen C, Cao J, Xie M, Zhao W.   +7 more
europepmc   +1 more source

Research progress and current status of dynamic wave propagation characteristics in rock mass: A review

Deep Underground Science and Engineering, EarlyView.
This review elucidates the velocity–dispersion–attenuation coupling mechanisms of wave propagation in rock masses, compares six representative models, and reveals how pressure, temperature, mineral composition, and anisotropy jointly control dynamic responses in complex geological media.
Jiajun Shu, Tao Li, Ruiqi Yuan, Yue Li, Bingni Wu, Bo Liu, Zhengding Deng, Galindo Rubén, Fausto Molina‐Gómez   +8 more
wiley   +1 more source

XGBoost algorithm optimized by simulated annealing genetic algrithm for permeability prediction modeling of carbonate reservoirs. [PDF]

Sci Rep
Huang C, Zhu X, Lu M, Zhang Y, Yang S.
europepmc   +1 more source

Dynamic geo‐hydrogeological monitoring‐driven situational awareness for real‐time floor water inrush risk prediction in deep mining

Deep Underground Science and Engineering, EarlyView.
The fused data extracted from the distributed monitoring system as the data basis, combined with dynamic geological data, are imported into a deep learning model. As the geological conditions of mining and excavation change, the risk of water inrush at the working face is retrieved in real time.
Yongjie Li, Huiyong Yin, Fangying Dong, Tao Wu, Chao Zhang   +4 more
wiley   +1 more source

Prediction model for spontaneous combustion temperature of coal based on PSO-XGBoost algorithm. [PDF]

Sci Rep
Zhuo H, Li T, Lu W, Zhang Q, Ji L, Li J.
europepmc   +1 more source