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Original Research

Using The Apriori Algorithm To Classify The Care Needs Of Patients With Different Types Of Dementia

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Pages 1899-1912 | Published online: 05 Nov 2019

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (5)

Kai-Ming Jhang, Wen-Fu Wang, Yu-Ching Cheng, Yu-Chun Tung, Shao-Wei Yen & Hsin-Hung Wu. (2023) Care Need Combinations for Dementia Patients with Multiple Chronic Diseases. Psychology Research and Behavior Management 16, pages 179-195.
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Cheng-Chen Chang, Wen-Fu Wang, Yi-Ying Li, Yu-An Chen, Yen-Jen Chen, Yi-Cheng Liao, Kai-Ming Jhang & Hsin-Hung Wu. (2021) Using the Apriori Algorithm to Explore Caregivers’ Depression by the Combination of the Patients with Dementia and Their Caregivers. Risk Management and Healthcare Policy 14, pages 2953-2963.
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Kai-Ming Jhang, Wen-Fu Wang, Hsin-Fang Chang, Ming-Che Chang & Hsin-Hung Wu. (2021) Characteristics Predicting a High Caregiver Burden in Patients with Vascular Cognitive Impairment: Using the Apriori Algorithm to Delineate the Caring Scenario. Risk Management and Healthcare Policy 14, pages 1335-1351.
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Yu-An Chen, Cheng-Chen Chang, Wen-Fu Wang, Ya-Sian Lin, Kai-Ming Jhang, Tzu-Ying Lo & Hsin-Hung Wu. (2021) Association Between Caregivers’ Burden and Neuropsychiatric Symptoms in Female Patients with Alzheimer’s Disease with Varying Dementia Severity. Journal of Multidisciplinary Healthcare 14, pages 929-940.
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Kai-Ming Jhang, Wen-Fu Wang, Hao-Fang Chang, Yu-Huei Liu, Ming-Che Chang & Hsin-Hung Wu. (2020) Care Needs of Community-Residing Male Patients with Vascular Cognitive Impairment. Neuropsychiatric Disease and Treatment 16, pages 2613-2621.
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Articles from other publishers (18)

Kanza Gulzar, Muhammad Ayoob Memon, Syed Muhammad Mohsin, Sheraz Aslam, Syed Muhammad Abrar Akber & Muhammad Asghar Nadeem. (2023) An Efficient Healthcare Data Mining Approach Using Apriori Algorithm: A Case Study of Eye Disorders in Young Adults. Information 14:4, pages 203.
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Alireza Irajpour, Fatemeh Maleki, Mohsen Shati & MohamadR Najafii. (2023) Home health care of Iranian elderly with dementia: Study protocol for guideline adaptation. Journal of Education and Health Promotion 12:1, pages 8.
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Yen-Jen Chen, Kai-Ming Jhang, Wen-Fu Wang, Guan-Cheng Lin, Shao-Wei Yen & Hsin-Hung Wu. (2022) Applying Apriori algorithm to explore long-term care services usage status—Variables based on the combination of patients with dementia and their caregivers. Frontiers in Psychology 13.
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Yusuf Ziya OLPAK & Mustafa YAĞCI. (2022) Using Big Data in Education: Curriculum Review with Educational Data Mining. Journal of Teacher Education and Lifelong Learning.
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Po-Yu Lai, Wen-Fu Wang, Ming-Che Chang & Kai-Ming Jhang. (2022) The Effectiveness of Community Aging Care Centers on Global Function for People Living with Dementia. Journal of Alzheimer's Disease 89:2, pages 553-562.
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Sung-Soo Kim & Hun-Sung Kim. (2022) The Impact of the Association between Cancer and Diabetes Mellitus on Mortality. Journal of Personalized Medicine 12:7, pages 1099.
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He Ma, Jingjing Ding, Mei Liu & Ying Liu. (2022) Connections between Various Disorders: Combination Pattern Mining Using Apriori Algorithm Based on Diagnosis Information from Electronic Medical Records. BioMed Research International 2022, pages 1-16.
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Yen-Jen Chen, Wen-Fu Wang, Kai-Ming Jhang, Ming-Che Chang, Cheng-Chen Chang & Yi-Cheng Liao. (2022) Prediction of Institutionalization for Patients With Dementia in Taiwan According to Condition at Entry to Dementia Collaborative Care. Journal of Applied Gerontology 41:5, pages 1357-1364.
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Fuzhang Tian. (2022) Human Resource Database Management Based on Apriori Algorithm. Human Resource Database Management Based on Apriori Algorithm.
Wen-Chien Huang, Ming-Che Chang, Wen-Fu Wang & Kai-Ming Jhang. (2022) A Comparison of Caregiver Burden for Different Types of Dementia: An 18-Month Retrospective Cohort Study. Frontiers in Psychology 12.
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Peijuan He, Bing Zhang & Songna Shen. (2022) Effects of Out-of-Hospital Continuous Nursing on Postoperative Breast Cancer Patients by Medical Big Data. Journal of Healthcare Engineering 2022, pages 1-14.
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Debadri Banerjee, Deepti Rajput, Surojit Banerjee & Vikas Anand Saharan. 2022. Computer Aided Pharmaceutics and Drug Delivery. Computer Aided Pharmaceutics and Drug Delivery 309 380 .
Wen-Fu Wang, Yung-Yu Su, Kai-Ming Jhang & Chun-Min Chen. (2021) Patterns of home- and community‐based services in older adults with dementia: an analysis of the long‐term care system in Taiwan. BMC Geriatrics 21:1.
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Bruce Leff & David G. Stevenson. (2021) Integrating the Financing and Delivery of Medical and Supportive Services for People Living With Dementia. Journal of the American Medical Directors Association 22:7, pages 1377-1380.
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Juxia Zhang, Xiaoqing Xu, LiMei Yang & Jiancheng Wang. (2020) Met and unmet care needs of home‐living people with dementia in China : An observational study using the Camberwell Assessment of Need for the Elderly . Geriatrics & Gerontology International 21:1, pages 102-107.
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Xin Guo, Shih-Pang Tseng, Ying Chen, Yichen Yang, Meng Ji & Lujia Tang. (2020) Research on the Influencing Factors of the Training Effect of Disaster Medicine Emergency Course based on Apriori Association Rule Analysis. Research on the Influencing Factors of the Training Effect of Disaster Medicine Emergency Course based on Apriori Association Rule Analysis.
Yihui Fu & Fanliang Bu. (2020) Design and Implementation of Targeted Person Holographic Archive System based on Apriori Algorithm. Design and Implementation of Targeted Person Holographic Archive System based on Apriori Algorithm.
Buket KAYA, Abdullah GÜNAY & Osman ÖZÜDOĞRU. (2020) Analysis of the Association Between Vitamin D Deficiency and Other Diagnoses of Patients by Data Mining TechniquesD Vitamini Eksikliği ile Hastaların Diğer Tanıları Arasındaki İlişkinin Veri Madenciliği Teknikleriyle Analizi. Sakarya University Journal of Computer and Information Sciences 3:1, pages 51-59.
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