Table of Contents

• Artificial Intelligence in Enhancing Electronic Health Record Systems: A Comprehensive SurveyRaza Nowrozy, Khandakar Ahmed, Hua Wang 0002. 1-16 [doi]
• Complex Query Optimization in Sepsis Data Using Learned Index with Distribution TransformationChao Xu, Ye Liang, Kaijun Wen, Zihang Wang, Yining Zhou, Yong Zhang. 17-26 [doi]
• Initial-LLM: A Large Language Model-Guided Metaheuristic Framework for Enhanced Feature Selection in Clinical Decision Support SystemsZihang Wang, Ye Liang, Wenwei Sun, Chao Xu, Yining Zhou, Yong Zhang. 27-35 [doi]
• LTGAN: Multi-label Time-Series GAN with Constraints for Electronic Health Records GenerationYi Luo, Ming Sheng, Xianbo Liu, Kaiyuan Wang, Yong Zhang, Huiying Zhao. 36-47 [doi]
• Multi-condition Join Query Optimization for Disease-Specific Data Exploration Based on Data LakeJiahao Li, Wenkui Zheng, Kun Chao, Jiaxu Guo, Tianyi Liu, Kaijun Wen, Yong Zhang. 48-57 [doi]
• Multi-modal Medical Data Management Platform Based on Data LakeNan Hai, Wenkui Zheng, Xianglong Qin, Jiaxu Guo, Tianyi Liu, Yong Zhang. 58-67 [doi]
• Comparative Study of Machine Learning Algorithms for IoT Cyber Threat Detection in Healthcare Information SystemsTien Ngo, Jiao Yin 0003, Yong-Feng Ge, Changjun Zhou, Jinli Cao. 68-77 [doi]
• Myocardial Band Transformer Network for Detecting Myocardial Ischemia in 2D EchocardiographyYanhui Guo 0001, Liang Kong, Guo-Qing Du, Chung-wei Lee, Siuly Siuly, Heng-Da Cheng. 78-92 [doi]
• Deep Learning-Enabled Electronic Health Records for Accurate Diagnosis of Cardiovascular Diseases: A Retrospective, Prospective, Diagnostic StudyZikai Xiao, Yifu Zeng, Minghao Mo, Xiang Lv, Yanchun Zhang. 93-104 [doi]
• V-GnNet: Voxel and Graph Node Based Network for Continuously Consistent Artery and Vein Classification in Non-contrast CT ImagesQingya Li, Ye Yuan, Lu Liu, Ziming Zhang, Wenjun Tan. 105-117 [doi]
• Improving Predictive Accuracy of Multilabel Classification for Cancer Subtypes in Imbalanced DatasetsMarkian Jaworsky, Xiaohui Tao 0001, Thanveer Shaik, J. Yong, Lei Pan 0002, Ji Zhang 0001, Shiva Raj Pokhrel. 118-127 [doi]
• TG.Net : A Deep Learning Model Combining Attention Mechanism for Effective Prediction of Multi Stages of Chronic Kidney DiseaseXiang Lv, Yifu Zeng, Minghao Mo, Zikai Xiao, Yanchun Zhang. 128-139 [doi]
• A Deep Transfer Learning Approach for Predicting Diabetes Complications Using Genomic DataZelia Soo, Kairui Guo, Mengjia Wu, Coco Huang, Hua Lin, Mark Grosser, Yi Zhang 0095, Jie Lu 0001. 140-151 [doi]
• Using Machine Learning to Predict the Risk Severity of Late Effects of Childhood Rhabdomyosarcoma SurvivorsLene Nortje, Jacomine Grobler, Anel van Zyl, Mariana Kruger. 152-163 [doi]
• Predicting C-Section Outcomes Among Bangladeshi Women: A Comparative Study of Machine Learning TechniquesFaisal Haque, Sabikun Nahar, Umme Marzia Haque, Zakir Hossain, Md. Enamul Kabir. 164-173 [doi]
• Exploring Relations Between Depression and Cognitive ImpairmentNa Zhu, Wenjun Luo, Zhisheng Huang. 174-185 [doi]
• Investigating Roles of Immune Functions in Depression by Using Knowledge Graph ApproachJingjing Huang, Yijing Wu, Jiali Shi, Zhisheng Huang. 186-195 [doi]
• EEG Sleep Classification Based on Fourier-Bessel Technique Coupled with LS-SVMAfrah S. Jabbar, Wessam Al-salman. 196-208 [doi]
• An AI Driven Framework for EEG Based-BCI TechnologyTaslima Khanam, Siuly Siuly, Kate N. Wang 0001, Hua Wang 0002. 209-220 [doi]
• Perceptions of Academic Performance and Mental Health Among Pharmacy Students Across Different Learning ModalitiesWejdan Shahin, Lina Odat, Alex Park 0003, Elton H. Lobo, Kate Wang. 221-233 [doi]
• Epilepsy Detection from Weighted EEG Graph (WEG) Using Novel Feature- Normalized Weighted Forgotten Topological Index (NWFT-Index)Supriya, Nandini Sidnal, Tony Jan, Scott Thompson-Whiteside. 234-244 [doi]
• Extended Knowledge Graphs of DepressionZhisheng Huang, Yijing Wu, Zhitong Zhou, Dianhong Shi, Hui Zhao. 245-257 [doi]
• IBDR-Net: A Computerized Framework for Irregular Brain Signal Data RecognitionAshik Mostafa Alvi, Nishat Tasnim Manami, Siuly Siuly, Lili Sun. 258-269 [doi]
• Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning ModelShahab Abdulla, Amar S. Majeed, Ali Basim Al-Khafaji, Wesaam Alsalman, Mohammed Diykh, Aqeel Sahi, Hussein Alabdally, Khaleel Ali Khudhur. 270-280 [doi]
• Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning ModelsSuha Zadain Hmoud, Mohammed Diykh, Shahab Abdulla, Hussein Alabdally, Aqeel Sahi. 281-291 [doi]
• The Impact of COVID-19 and the Ukrainian War on the Share Market Index for the Australian Financial SectorPraveen Sadasivan, Ravinder Singh, Reuben Praveen. 292-302 [doi]
• The Impact of COVID-19 on Global GMAT Test-Taking Patterns: A Statistical AnalysisPuti Xu, Jiao Yin 0003, Jinli Cao, Yanchun Zhang. 303-312 [doi]
• A Medical Consultation System for Geriatric Disease Based on Multi-agent Architecture and Knowledge GraphShengze Shao, Shaofu Lin, Zhisheng Huang. 313-325 [doi]
• Impact of Social Media on Heart Health-Related Behaviors in Health Promotion Interventions: Sentiment Analysis of Tweets Linked to the American Heart Month CampaignsAtousa Ghahramani, Maria Prokofieva, Maximilian de Courten. 326-338 [doi]