Results 131 to 140 of about 13,208 (247)

Time-updated explainable machine learning predicts short-term mortality in peritoneal dialysis patients. [PDF]

Ren Fail
Wang Q, Ding Y, Luo Q, Wan S, Zhang Y.
europepmc   +1 more source

MS-FSOA-LightGBM: Multi-Strategy Starfish Optimization Algorithm with LightGBM for Software Defect Prediction

Procedia Computer Science
Raja Oueslati, Mohamed Wajdi Ouertani, Asma Amdouni, Ghaith Manita   +3 more
openaire   +1 more source

Dust Layer Height Leads Atmospheric Boundary Layer Height by 3 hr Over the Taklimakan Desert

Geophysical Research Letters, Volume 53, Issue 15, 16 August 2026.
Abstract The vertical distribution of dust modulates its radiative forcing and long‐range transport, yet the diurnal relationship between dust layer height (DLH) and atmospheric boundary layer height (ABLH) remains poorly constrained by observations.
Xingran Li, Tian Zhou, Dongsheng Wu, Zikai Lin, Yonghong Gu, Qili Gao, Zhongwei Huang, Xiaokai Song, Yufei Wang, Qingqing Dong   +9 more
wiley   +1 more source

Correction: Prediction of estimated glomerular filtration rate slope and kidney prognosis of patients with chronic kidney disease. [PDF]

Sci Rep
Nagasu H, Nakashima T, Ihara K, Fujimori R, Goto T, Nitta D, Kishi S, Sasaki T, Kashihara N.   +8 more
europepmc   +1 more source

A stacking based deep learning framework integrating random search neural architecture search for meniscus tear diagnosis

Journal of Applied Clinical Medical Physics, Volume 27, Issue 8, August 2026.
Abstract Background Accurate and rapid diagnosis of meniscal tears is crucial for effective management of sports‐related injuries and degenerative knee disorders. Magnetic resonance imaging (MRI) is widely used for meniscus evaluation; however, manual interpretation is time‐consuming and subject to inter‐observer variability.
Ebubekir Seyyarer, Hasan Genç, Faruk Ayata   +2 more
wiley   +1 more source

Multidomain prediction of education-stratified MoCA-defined mild cognitive impairment in community-dwelling older adults in urban China. [PDF]

BMC Geriatr
Wu Z, Zhang F, Zhao F.
europepmc   +1 more source

Machine Learning‐Based Prediction of Poor Outcomes in Intracerebral Hemorrhage: A Systematic Review and Meta‐Analysis

Brain and Behavior, Volume 16, Issue 8, August 2026.
ABSTRACT Background Spontaneous intracerebral hemorrhage (ICH) is associated with high risks of mortality and disability, yet early and accurate outcome prediction remains challenging. This study systematically evaluated the performance of machine learning (ML) models in predicting key adverse outcomes (hematoma expansion [HE], poor functional outcome,
Qi Deng, Weitao Cheng, Hui Lu, Nan Fei, Rong He, Yuanyuan Chen, Jianlong Bi, Wenluo Zhang   +7 more
wiley   +1 more source

LightGBM-Based Classification of Heart Failure Phenotypes Using Morpho-Energy Features from High-Resolution ECG. [PDF]

Sensors (Basel)
Gader MA, Karmani S, Djemal R, Sakuyama CV.   +3 more
europepmc   +1 more source

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

, 2017
Gradient Boosting Decision Tree (GBDT) is a popular machine learning algorithm, and has quite a few effective implementations such as XGBoost and pGBRT. Although many engineering optimizations have been adopted in these implementations, the efficiency and scalability are still unsatisfactory when the feature dimension is high and data size is large.
Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen 0034, Weidong Ma, Qiwei Ye, Tie-Yan Liu   +7 more
openaire   +2 more sources

Real‐World Validation of the Clinical Distinctiveness of IDH‐Mutant Glioblastoma in the SEER Transition Era: A Population‐Based Study Integrating Machine Learning

Brain and Behavior, Volume 16, Issue 8, August 2026.
ABSTRACT Introduction The 2021 WHO classification reclassified “IDH‐mutant glioblastoma (GBM)” as “Astrocytoma, IDH‐mutant, grade 4.” This study aims to provide real‐world validation of this reclassification using the specific ICD‐O‐3 code (9445/3) from the Surveillance, Epidemiology, and End Results (SEER) “Transition Era” (2018–2022) and develop a ...
Dewei Du, Amu Jike, Dongnan Yu, Shizheng Tan, Shuming Wang, Shun Li   +5 more
wiley   +1 more source