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10th HIS 2021: Melbourne, VIC, Australia
- Siuly Siuly, Hua Wang, Lu Chen, Yanhui Guo, Chunxiao Xing:
Health Information Science - 10th International Conference, HIS 2021, Melbourne, VIC, Australia, October 25-28, 2021, Proceedings. Lecture Notes in Computer Science 13079, Springer 2021, ISBN 978-3-030-90884-3
COVID-19
- Chaohui Guo, Shaofu Lin, Zhisheng Huang, Chengyu Shi, Yahong Yao:
Research on the Fluctuation Characteristics of Social Media Message Sentiment with Time Before and During the COVID-19 Epidemic. 3-14 - Samsad Jahan, Forkan Ali:
Advancing Health Information System with System Thinking: Learning Challenges of E-Health in Bangladesh During COVID-19. 15-23 - Rasel Ahmed, Forkan Ali:
Developing Telerehabilitation in Low-Income Countries During COVID-19: Commencement and Acceptability of Telerehabilitation in Rohingya and Host Community People. 24-32 - Sajjad Ahmed, Anup Shrestha, Jianming Yong:
Towards a User-Level Self-management of COVID-19 Using Mobile Devices Supported by Artificial Intelligence, 5G and the Cloud. 33-43
EEG Data Processing
- Muhammad Tariq Sadiq, Siuly Siuly, Ateeq Ur Rehman, Hua Wang:
Auto-correlation Based Feature Extraction Approach for EEG Alcoholism Identification. 47-58 - Hesam Akbari, Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Paul Wen:
An Automatic Scheme with Diagnostic Index for Identification of Normal and Depression EEG Signals. 59-70 - Mingkan Shen, Peng Wen, Bo Song, Yan Li:
ADHD Children Identification Based on EEG Using Effective Connectivity Techniques. 71-81 - Mohammed Diykh, Shahab A. Abdulla, Atheer Y. Oudah, Haydar Abdulameer Marhoon, Siuly Siuly:
A Novel Alcoholic EEG Signals Classification Approach Based on AdaBoost k-means Coupled with Statistical Model. 82-92
Medical Data Analysis
- Yingxiang Zhang, Xiangyun Liao, Li Chen, Hongjun Kang, Yunpeng Cai, Qiong Wang:
Multi-BERT-wwm Model Based on Probabilistic Graph Strategy for Relation Extraction. 95-103 - Jitao Yang:
Personalized Skin Care Service Based on Genomics. 104-111 - Hasan M. Jamil, Evanthia Bernitsas, Alexandar Gow, Berhane Seyoum:
Empowering Patients with HIPAA Aware Personal Health Libraries. 112-123 - Dinesh Pandey, Hua Wang, Xiaoxia Yin, Kate N. Wang, Yanchun Zhang, Jing Shen:
Automatic Breast Lesion Segmentation Using Continuous Max-Flow Algorithm in Phase Preserved DCE-MRIs. 124-137
Medical Record Mining (I)
- Xiaomin Jing, Shaofu Lin, Zhisheng Huang:
Research on Suicide Identification Method Based on Microblog "Tree Hole" Crowd. 141-149 - Jitao Yang:
Strengthen Immune System Based on Genetic Testing and Physical Examination Data. 150-159 - Durgesh Samariya, Jiangang Ma:
Mining Outlying Aspects on Healthcare Data. 160-170 - Chenyang Li, Le Sun:
Multi-label Anomaly Classification Based on Electrocardiogram. 171-178
Medical Data Mining (II)
- K. Venkatachalam, Nebojsa Bacanin, Md. Enamul Kabir, P. Prabu:
Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP - EffUnet Classification. 181-192 - Payam Kaywan, Khandakar Ahmed, Yuan Miao, Ayman Ibaida, Bruce Gu:
DEPRA: An Early Depression Detection Analysis Chatbot. 193-204 - Atikur Rahman, Zakir Hossain, Md. Enamul Kabir, Rumana Rois:
Machine Learning Algorithm for Analysing Infant Mortality in Bangladesh. 205-219
Medical Data Processing
- Chetanpal Singh:
Applications and Challenges of Deep Learning in Computer Vision. 223-233 - Miguel Atienza-Maderuelo, Paloma Collado, Fernando Martín-Sánchez:
Generating Data Models to Manage Individual Information Related to Environmental Risk Factors and Social Determinants of Health. 234-244 - Peng Ren, Wei Hou, Ming Sheng, Xin Li, Chao Li, Yong Zhang:
MKGB: A Medical Knowledge Graph Construction Framework Based on Data Lake and Active Learning. 245-253 - Peng Ren, Weihang Lin, Ye Liang, Ruoyu Wang, Xingyue Liu, Baifu Zuo, Tan Chen, Xin Li, Ming Sheng, Yong Zhang:
HMDFF: A Heterogeneous Medical Data Fusion Framework Supporting Multimodal Query. 254-266
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