Preliminary study on guideline on soil health quality index of fluorine and method of its evaluation in China by LI Jing, XIE Zheng-miao, XU Jian-ming, WU Wei-hong

Get full text

Evaluating feature selection methods in a hybrid Weibull Freund-Cox proportional hazards model for renal cell carcinoma by Shaymaa Mohammed Ahmed, Majid Khan Majahar Ali, Arshad Hameed Hasan

“…The purpose is to determine which genes are dominant in RCC and evaluate the degree of efficiency of each method. Lasso, which performs rigorous selection for features, obtained quite a small set of genes, and the advantage was made in the simplicity and interpretability of the classifier. …”
Get full text

Lokomat-Assisted Robotic Rehabilitation in Spinal Cord Injury: A Biomechanical and Machine Learning Evaluation of Functional Symmetry and Predictive Factors by Alexandru Bogdan Ilies, Cornel Cheregi, Hassan Hassan Thowayeb, Jan Reinald Wendt, Maur Sebastian Horgos, Liviu Lazar

“…Conclusions: Lokomat-assisted robotic rehabilitation demonstrates high functional symmetry and biomechanical consistency in SCI patients. Machine learning methods provided meaningful insight into the structure and predictability of outcomes, highlighting the clinical value of weight and support parameters in tailoring recovery protocols.…”
Get full text

Fluorodeoxyglucose-positron emission tomography in carcinoma nasopharynx: Can we predict outcomes and tailor therapy based on postradiotherapy fluorodeoxyglucose-positron emission... by Sarbani Ghosh Laskar, Gunjan Baijal, Venkatesh Rangarajan, Nilendu Purandare, Manju Sengar, Sneha Shah, Tejpal Gupta, Ashwini Budrukkar, Vedang Murthy, Prathamesh S Pai, A K D′Cruz, J P Agarwal

“…Materials and Methods: Forty-five patients of nonmetastatic carcinoma nasopharynx who underwent PET-CT for response evaluation at 10-12 weeks posttherapy between 2004 and 2009 were evaluated. …”
Get full text

Controlled Fault Current Interruption Scheme for Improved Fault Prediction Accuracy by Xu Yang, Qi Long, Hao Li, Dachao Huang, Shupeng Xue, Jiajie Huang, Hongzhang Liang, Xiongying Duan

“…To enhance the accuracy and efficiency of controlled fault current interruption (CFI) in short-circuit current processing within power systems, a half-cycle elimination prediction algorithm and a double-sampling CFI sequence method are proposed in this study. …”
Get full text

Evaluation of Soumbara (Parkia biglobosa) Quality During Storage Using Mid-Infrared Spectroscopy and Physicochemical Methods by Moriken Sangaré, Diawara Mamady, Souaré Mamadou Lamarana

“…The present study aims to use physicochemical, colorimetric methods and mid-infrared (MIR) spectroscopy to evaluate the evolution of the quality of Soumbara during storage (30 days). …”
Get full text

Development and Evaluation of a Predictive Tool for Second-Pregnancy Preterm Birth and Cervical Insufficiency in Patients With a History of Cervical Insufficiency by Xin Liu, Junhong Jiang, Yan Wang

“…Model interpretation was performed using SHapley Additive exPlanations (SHAP) values, and a risk scoring model was constructed based on the core features to evaluate predictive performance. …”
Get full text

Evaluation of PINK1 protein expression as a predictive marker for the efficacy of adjuvant chemotherapy in colorectal cancer: a retrospective study by Takatsugu Fujii, Masataka Hirasaki, Yasuo Kamakura, Tomonori Kawasaki, Satoshi Yamasaki, Yasuhiro Ishiyama, Chikashi Hiranuma, Tetsuya Hamaguchi, Yasumitsu Hirano, Shinichi Sakuramoto

Get full text

Prediction Method for the Distribution of the Effective Dominant Path of Sand Bodies Transporting Oil and Gas and Its Application by Yong Chen, Yachun Wang, Yinghua Yu, Hongqi Yuan, Yunfeng Zhang, Yaxiong Zhang

Get full text

hERG toxicity prediction in early drug discovery using extreme gradient boosting and isometric stratified ensemble mapping by Gabriela Falcón-Cano, Aliuska Morales-Helguera, Heather Lambert, Miguel-Ángel Cabrera-Pérez, Christophe Molina

Get full text

Proposing an Adaptive Neuro-Fuzzy System-Based Swarm Concept Method for Predicting the Physical Properties of Nanofluids by Gong Han, Amir Seraj

Get full text

Charging Scheduling Method for Wireless Rechargeable Sensor Networks Based on Energy Consumption Rate Prediction for Nodes by Songjiang Huang, Chao Sha, Xinyi Zhu, Jingwen Wang, Ruchuan Wang

“…Then, we transform the goal into Maximizing the value of the Evaluation function of each node’s Energy Consumption Rate prediction (MEECR). …”
Get full text

Predicting PTSD development with early post-trauma assessments: a proof-of-concept for a concise tree-based classification method by Chia-Hao Shih, Elyssa Charlotte Feuer, Ben Kurzion, Kevin Xu, Hong Xie, Stephen R. Grider, Xin Wang

“…Its efficiency in utilizing a minimal set of questions for prediction highlights its potential for practical application in early PTSD detection and intervention strategies.Conclusion: The CART framework demonstrates a streamlined and efficient method for predicting PTSD onset in trauma survivors. …”
Get full text

A Method for Estimating Instantaneous Predicted Mean Vote Under Dynamic Conditions by Accounting for Thermal Inertia by László Lenkovics, László Budulski, Gábor Loch, Anett Tímea Grozdics, Ágnes Borsos, Zsolt Kisander, János Girán, Mária Eördöghné Miklós, Balázs Cakó

“…We collected experimental data using a thermal comfort measurement station, a thermal manikin, and human subjects in a controlled climate chamber. The proposed method enables real-time evaluation of thermal comfort in dynamic environments and offers a foundation for integration into HVAC control and comfort optimization systems.…”
Get full text

A High Accuracy Spatial Reconstruction Method Based on Surface Theory for Regional Ionospheric TEC Prediction by Jian Wang, Yi‐ran Liu, Ya‐fei Shi

“…Compared with the Kriging interpolation with scale factor, the prediction accuracy of the HASR method is improved by 8.5%. …”
Get full text

A novel destination prediction attack and corresponding location privacy protection method in geo-social networks by Di Xue, Li-Fa Wu, Hua-Bo Li, Zheng Hong, Zhen-Ji Zhou

“…Experimental results show the great prediction ability of Destination Prediction approach, the effective protection capability of Check-in Deletion method against destination inference attacks, and high running efficiency of the Destination Prediction + Check-in Deletion framework.…”
Get full text

A deep learning-based hybrid method for PM2.5 prediction in central and western China by Zuhan Liu, Zihai Fang, Yuanhao Hu

Get full text

LPBERT: A Protein–Protein Interaction Prediction Method Based on a Pre-Trained Language Model by An Hu, Linai Kuang, Dinghai Yang

“…LPBERT, which is based on ProteinBERT, combines Convolutional Neural Networks, Transformer encoders, and Bidirectional Long Short-Term Memory networks to achieve efficient prediction. Upon evaluation using the BioGRID <i>H. sapiens</i> and <i>S. cerevisiae</i> datasets, LPBERT outperformed other comparison methods, where it achieved accuracies of 98.93% and 97.94%, respectively. …”
Get full text

Prediction of Banks Efficiency Using Feature Selection Method: Comparison between Selected Machine Learning Models by Hamzeh F. Assous

Get full text

Progressive Landslide Prediction Using an Inverse Velocity Method with Multiple Monitoring Points of Synthetic Aperture Radar by Yi Ren, Yihai Zhang, Zhengxing Yu, Mengxiang Ma, Shanshan Hou, Haitao Ma

“…Systematic stability evaluations were conducted for both single-point predictions and multi-point ensemble forecasts. …”
Get full text