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ORCID12th HIS 2023: Melbourne, VIC, Australia
- Yan Li, Zhisheng Huang, Manik Sharma, Lu Chen
, Rui Zhou:
Health Information Science - 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23-24, 2023, Proceedings. Lecture Notes in Computer Science 14305, Springer 2023, ISBN 978-981-99-7107-7
Depression and Mental Health
- Umme Marzia Haque, Md. Enamul Kabir, Rasheda Khanam:
Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study. 3-16 - Abinaya Gopalakrishnan, Raj Gururajan, Revathi Venkataraman, Xujuan Zhou, Ka Ching Chan:
A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media. 17-29 - Xia Li, Shuo Li, Ying Liu:
Network Analysis of Relationships and Change Patterns in Depression and Multiple Chronic Diseases Based on the China Health and Retirement Longitudinal Study. 30-39 - Zhisheng Huang, Xiyan Zhang, Fazhan Chen, Mengmeng Zhang, Haojie Fu, Qianqian Wu, Xudong Zhao:
Exploring Etiology of Nonsuicidal Self-injury by Using Knowledge Graph Approach. 40-49 - Beijia He, Shaofu Lin, Zhisheng Huang, Chaogui Guo:
A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph. 50-62
Data Security, Privacy and Healthcare Systems
- Martin Dart, Mohiuddin Ahmed:
Australia's Notifiable Data Breach Scheme: An Analysis of Risk Management Findings for Healthcare. 65-78 - Samsad Jahan, Yong-Feng Ge, Md. Enamul Kabir, Hua Wang:
Analysis and Protection of Public Medical Dataset: From Privacy Perspective. 79-90 - Raza Nowrozy, Khandakar Ahmed:
Enhancing Health Information Systems Security: An Ontology Model Approach. 91-100 - Avisen Moonsamy, Mohiuddin Ahmed:
Developing a Comprehensive Risk Management Framework for E-Health Care Delivery. 101-111
Neurological and Cognitive Disease Studies
- Markian Jaworsky, Xiaohui Tao, Jianming Yong, Lei Pan, Ji Zhang, Shiva Raj Pokhrel:
Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification. 115-126 - Sarmad K. D. Alkhafaji, Sarab Jalal:
A Robust Approach for Parkinson Disease Detection from Voice Signal. 127-134 - Wenjuan Hong, Can Wang, Chenping Hu, Yanhua Chen, Xiyan Zhang, Zhisheng Huang, Hongyun Qin:
Analysis on Association Between Vascular Risk Factors and Lifestyle Factors with the Risk of Dementia/Alzheimer's Disease Using Medical Ontologies. 135-145
COVID-19 Impact Studies
- Yanjun Liu, Daizhong Luo, Kate N. Wang, Jiao Yin:
Unveiling the Pandemic's Impact: A Dataset for Probing COVID-19's Effects on E-Learning Activities and Academic Performance. 149-160 - Zhenkai Xu, Shaofu Lin, Zhisheng Huang, Yu Fu:
Understanding the Influence of Multiple Factors on the Spread of Omicron Variant Strains via the Multivariate Regression Method. 161-174 - Puti Xu, Wei Hong, Jiao Yin, Kate N. Wang, Yanchun Zhang:
Analyzing the Impact of COVID-19 on Education: A Comparative Study Based on TOEFL Test Results. 175-184
Advanced Medical Data and AI Techniques
- Mengjia Wu, Yi Zhang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu:
BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining. 187-198 - Rui Hao, Ming Sheng, Yong Zhang, Huiying Zhao, Chenxiao Hao, Wenyao Li, Luoxi Wang, Chao Li:
Enhancing Clustering Performance in Sepsis Time Series Data Using Gravity Field. 199-212 - Tao Zhao, Nan Hai, Wenyao Li, Wenkui Zheng, Yong Zhang, Xin Li, Gao Fei:
Multi-modal Medical Data Exploration Based on Data Lake. 213-222 - Yue Yang, Kairui Guo, Zhen Fang, Hua Lin, Mark Grosser, Jie Lu:
Multi-model Transfer Learning and Genotypic Analysis for Seizure Type Classification. 223-234 - Noppon Choosri, Patama Gomutbutra, Adisak Kittisares, Atigorn Sanguansri, Peerasak Lerttrakarnnon:
Requirement Survey in Thai Clinician for Designing Digital Solution of Pain Assessment. 235-244
Predictive Analysis and Disease Recognition
- Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Peng (Paul) Wen:
A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI's. 247-260 - Nan Zhang, Xinqiang Ma, Yi Huang, Jinsheng Bai:
Image Recognition of Chicken Diseases Based on Improved Residual Networks. 261-270 - Shicheng Wei, Yan Li, Wencheng Yang:
An Adaptive Feature Fusion Network for Alzheimer's Disease Prediction. 271-282 - Wen Shi, Dandan Peng, Jinyuan Luo, Guozhu Chen, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang:
A Review on Predicting Drug Target Interactions Based on Machine Learning. 283-295 - Haohui Lu, Shahadat Uddin:
KNN-Based Patient Network and Ensemble Machine Learning for Disease Prediction. 296-305
Medical Imaging and Dataset Exploration
- Xingping Zhang, Guijuan Zhang, Xingting Qiu, Jiao Yin, Wenjun Tan, Xiaoxia Yin, Hong Yang, Kun Wang, Yanchun Zhang:
Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics. 309-320 - Zhentao Hu, Kaige Wang, Weifan Wang, Wenkui Zheng, Yong Zhang, Xin Li, Gao Fei, Wenyao Li, Luoxi Wang:
Multi-dimensional Complex Query Optimization for Disease-Specific Data Exploration Based on Data Lake. 321-330 - Nishat Tasnim Manami, Ashik Mostafa Alvi, Siuly Siuly:
Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka. 331-340
Elderly Care and Knowledge Systems
- Baoxin Wang, Shaofu Lin, Zhisheng Huang, Chaohui Guo:
Home Self-medication Question-Answering System for the Elderly Based on Seq2Seq Model and Knowledge Graph Technology. 343-353 - Xi Cao, Yong-Feng Ge, Ying Lin:
Constructing Multi-constrained Cognitive Diagnostic Tests: An Improved Ant Colony Optimization Algorithm. 354-365 - Antti Rissanen, Marjo Rissanen:
Health Informatics and Patient Safety in Pharmacotherapy. 366-374
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