PMID- 33567671 OWN - NLM STAT- MEDLINE DCOM- 20210426 LR - 20210426 IS - 1660-4601 (Electronic) IS - 1661-7827 (Print) IS - 1660-4601 (Linking) VI - 18 IP - 4 DP - 2021 Feb 8 TI - Clinical Knowledge Supported Acute Kidney Injury (AKI) Risk Assessment Model for Elderly Patients. LID - 10.3390/ijerph18041607 [doi] LID - 1607 AB - From the clinical viewpoint, the statistical approach is still the cornerstone for exploring many diseases. This study was conducted to explore the risk factors related to acute kidney injury (AKI) for elderly patients using the multiple criteria decision-making (MCDM) approach. Ten nephrologists from a teaching hospital in Taipei took part in forming the AKI risk assessment model. The key findings are: (1) Comorbidity and Laboratory Values would influence Comprehensive Geriatric Assessment; (2) Frailty is the highest influential AKI risk factor for elderly patients; and (3) Elderly patients could enhance their daily activities and nutrition to improve frailty and lower AKI risk. Furthermore, we illustrate how to apply MCDM methods to retrieve clinical experience from seasoned doctors, which may serve as a knowledge-based system to support clinical prognoses. In conclusion, this study has shed light on integrating multiple research approaches to assist medical decision-making in clinical practice. FAU - Shen, Kao-Yi AU - Shen KY AUID- ORCID: 0000-0001-6659-2684 AD - Department of Banking & Finance, Chinese Culture University, Taipei 11114, Taiwan. FAU - Chuang, Yen-Ching AU - Chuang YC AUID- ORCID: 0000-0003-1136-8727 AD - Taiwan Association of Health Industry Management and Development, Taipei 10351, Taiwan. FAU - Tung, Tao-Hsin AU - Tung TH AD - Evidence-Based Medicine Center, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai 317000, China. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20210208 PL - Switzerland TA - Int J Environ Res Public Health JT - International journal of environmental research and public health JID - 101238455 SB - IM MH - *Acute Kidney Injury/epidemiology MH - Aged MH - Comorbidity MH - Geriatric Assessment MH - Humans MH - Risk Assessment MH - Risk Factors PMC - PMC7915995 OTO - NOTNLM OT - acute kidney injury (AKI) OT - frailty OT - geriatric OT - group decision OT - meta-analysis OT - multiple criteria decision-making (MCDM) COIS- The authors declare no conflict of interest. EDAT- 2021/02/12 06:00 MHDA- 2021/04/27 06:00 PMCR- 2021/02/01 CRDT- 2021/02/11 01:01 PHST- 2020/12/26 00:00 [received] PHST- 2021/02/04 00:00 [revised] PHST- 2021/02/04 00:00 [accepted] PHST- 2021/02/11 01:01 [entrez] PHST- 2021/02/12 06:00 [pubmed] PHST- 2021/04/27 06:00 [medline] PHST- 2021/02/01 00:00 [pmc-release] AID - ijerph18041607 [pii] AID - ijerph-18-01607 [pii] AID - 10.3390/ijerph18041607 [doi] PST - epublish SO - Int J Environ Res Public Health. 2021 Feb 8;18(4):1607. doi: 10.3390/ijerph18041607.