Development and validation of a prealbumin–bilirubin model for prognostic prediction in intermediate hepatocellular carcinoma undergoing transarterial chemoembolization by Nan Jiang, Yi Zhan, Shuai Zhang, Binyan Zhong, Jun Yang, Yu Yin, Wanci Li, Mingming Li, Jian Shen, Zhi Li, Xiaoli Zhu, Caifang Ni

Get full text

Algorithm for link prediction in self-regulating network with adaptive topology based on graph theory and machine learning by Evgeny Y. Pavlenko

Get full text

AdaptedNorm: An Adaptive Modeling Strategy for Graph Convolutional Network-Based Deep Learning Tasks by Chuan Dai, Yajuan Wei, Hao Wang, Ying Liu, Zhijie Xu

“…This study proposes AdaptedNorm, a principled framework that establishes connections between normalization schemes and GCN task objectives, while introducing three key contributions: 1) A novel random walk re-normalized transformation (RWRT) technique for graph representation normalization; 2) A task-aligned modeling paradigm demonstrating that symmetric re-normalized transformation (SRT) enhances node classification accuracy, while RWRT achieves superior performance in link prediction; 3) Integration of normalization schemes with GNN sparsification strategies, enabling effective model compression without sacrificing performance. …”
Get full text

A Comparative Study of XBORE and XBOREOPT Hybrid Models for Ore Production Forecasting in the Mining Industry by Morris Mkokweza, Santhi Kumaran, George Mufungulwa

Get full text

Data-centric automated approach to predict autism spectrum disorder based on selective features and explainable artificial intelligence by Asma Aldrees, Stephen Ojo, James Wanliss, Muhammad Umer, Muhammad Attique Khan, Bayan Alabdullah, Shtwai Alsubai, Nisreen Innab

Get full text

Causality-driven feature selection and domain adaptation for enhancing chemical foundation models in downstream tasks by Eduardo Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt, Daniel P Sanders

Get full text

Development and validation of a clinical prediction model for Iliac vein compression syndrome in outpatients with varicose veins of the lower extremities by Hong-Hua Zhou, Lili Hu, Zhen Li, Hai Hu

Get full text

Heavy metal adsorption efficiency prediction using biochar properties: a comparative analysis for ensemble machine learning models by Zaher Mundher Yaseen, Farah Loui Alhalimi

Get full text

Study on influencing factors and prediction model of strength and compression index of sandy silt on bank under freeze–thaw cycles by Zhen Yang, Xianyou Mou, Hao Li, Honglan Ji, Yuxin Mao, Hongze Song

Get full text

Impacts of Uncontrolled Operator Splitting Methods on Parameter Identification, Prediction Uncertainty, and Subsurface Flux Representation in Conceptual Hydrological Models by Befekadu Taddesse Woldegiorgis, Helen Baulch, Howard Wheater, Jill Crossman, Martyn Clark, Tricia Stadnyk, Ajay Bajracharya

Get full text

Development of a prediction model integrating PD-1 and ICOS for early differential diagnosis between autoimmune and viral encephalitis by Kaiyue Xu, Jinjing Jia, Yinghui Duan, Shuying Chen, Xinyi Xiao, Feng Zhu, Xin Wang, Yanzheng Gu, Jingluan Tian, Qun Xue, Qun Xue

Get full text

Fastest Prostate Cancer Prediction on Whole-Mount Pathological Slides Using Self-Reform Multilayer Transformer by Linjie Xu, Xiaotian Yu, Haoming Luo, Jili Wang, Wenjie Liang, Jing Zhang, Zunlei Feng, Cheng Lu, Xiuming Zhang

Get full text

Predicting the Tensile Properties of Automotive Steels at Intermediate Strain Rates via Interpretable Ensemble Machine Learning by Houchao Wang, Fengyao Lv, Zhenfei Zhan, Hailong Zhao, Jie Li, Kangte Yang

Get full text

Modeling radiologists’ cognitive processes using a digital gaze twin to enhance radiology training by Akash Awasthi, Anh Mai Vu, Ngan Le, Zhigang Deng, Supratik Maulik, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen

Get full text

Hybrid CNN-LSTM Model with Custom Activation and Loss Functions for Predicting Fan Actuator States in Smart Greenhouses by Gregorius Airlangga, Julius Bata, Oskar Ika Adi Nugroho, Boby Hartanto Pramudita Lim

Get full text

Comparisons of Measured and Predicted Pavement Strain in Full-Scale Accelerated Pavement Testing by Dae-Wook Park, In-Tai Kim

Get full text

The effect of strain rate sensitivity on the prediction of the formability of advanced high strength steels by Butuc Marilena C., Chezan Toni, Vincze Gabriela

Get full text

Analysis of the influencing factors for adverse reproductive outcomes in patients with positive TPOAb and the establishment of a nomogram prediction model by Zhengwen Qin, Yamin Qiu, Jie Lin, Yi Yang, Li Hao, Lina He

Get full text

The Prediction of Storm‐Time Thermospheric Mass Density by LSTM‐Based Ensemble Learning by Peian Wang, Zhou Chen, Xiaohua Deng, Jingsong Wang, Rongxing Tang, Haimeng Li, Sheng Hong, Zhiping Wu

Get full text

The homeobox family gene signature predicts the prognosis of osteosarcoma and correlates with immune invasion by Wenda Liu, Kezhou Xia, Xinghan Huang, Zhun Wei, Zicheng Wei, Weichun Guo

Get full text