Kuang-Ming Liao

Dr. Kuang-Ming Liao

Chi Mei Medical Center, Chiali, Taiwan, Tainan City, Taiwan
orcid

Research Focus & Metrics

Academic Career Length

18Years (2009-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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11 May 2016 in Scientific Reports
Verified
Journal Article
Open access
CCChung-Yu Chen
Chung-Yu Chen
Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
Patients with chronic obstructive pulmonary disease (COPD) and chronic kidney disease (CKD) share common risk factors. However, there is limited information about COPD and CKD. This is case-cohort study was carried out using the Taiwanese National Health Insurance Research Database to evaluate the correlation between COPD and CKD. We identified cases aged older than 40 years who had an inpatient hospitalization with a first-time COPD diagnosis between 1998 and 2008. Control were selected from hospitalized patients without COPD or CKD and were matched according to age, gender and year of admission at a 2:1 ratio. Cox proportional hazards model was used to assess the association of CKD and COPD. The overall incidence of CKD was higher in the COPD group (470.9 per 104 person-years) than in the non-COPD group (287.52 per 104 person-years). The adjusted hazard ratio of case was 1.61 (P < 0.0001) times that of control. COPD was found to be associated with kidney disease from our follow-up. To detect CKD early, early diagnosis of CKD in patients with COPD and prompt initiation of monitoring and treatment are imperative.

1 June 2015 in Medicine
Verified
Journal Article
Open access
Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
CHChung-Han Ho
Chung-Han Ho
SKShian-Chin Ko
Shian-Chin Ko
Chung-Yi LiChung-Yi Li
Chung-Yi Li
Neurodegenerative disease in patients with chronic obstructive pulmonary disease (COPD) was observed. We aim to clarify the risk of dementia in patients with COPD. The study used claims data from Taiwan's National Health Insurance Research Database. Subjects were those who received a discharge diagnosis of COPD between January 1, 2002 and December 31, 2011. Only the first hospitalization was enrolled, and the index date was the first day of admission. Patients younger than 40 years or those with a history of Alzheimer disease (AD) or Parkinson disease (PD) before the index date were excluded. The patients with COPD were then followed until receiving a diagnosis of AD or PD, death, or the end of the study. Control subjects were selected from hospitalized patients without a history of COPD, AD, or PD and were matched according to age (±3 years), gender, and the year of admission at a 2:1 ratio. The comorbidities were measured from 1 year before the index date based on the ICD-9-CM codes. The study included 8640 patients with COPD and a mean age of 68.76 (±10.74) years. The adjusted hazard ratio of developing dementia (AD or PD) was 1.74 (95% confidence interval = 1.55-1.96) in patients with COPD compared with patients without COPD after adjusting for age, gender, and comorbidities. This nationwide cohort study demonstrates that the risk of dementia, including AD and PD, is significantly increased in patients with COPD compared with individuals in the general population.

15 August 2019 in Scientific Reports
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Journal Article
Open access
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CSChin-Chung Shu
Chin-Chung Shu
Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
YCYi-Chen Chen
Yi-Chen Chen
JWJhi-Joung Wang
Jhi-Joung Wang
CHChung-Han Ho
Chung-Han Ho
Population with malignancy is growing worldwide; however, its tuberculosis (TB) burden including remains unclear regarding incidence, mortality, and relapse. We retrieved information and identified patients with malignancy and TB between 2000 and 2015 from the Taiwanese National Health Insurance reimbursement datasets, Taiwan cancer registry and death registration. We analyzed the incidence of new TB in patients with malignancy and their mortality as well as TB recurrence. During study period, we reviewed 1,105,009 patients after exclusion and among them, 19,906 had newly diagnosed TB. The TB incidence in cancer patients divided all TB events increased annually, from 3% in 2000 to 13% in 2015. The standard incidence rates (SIR) were highest in cancer of respiratory tract (5.45), hematology (3.70) and then head and neck area (2.58). The mortality directly due to TB was defined as 0.83% and all-cause mortality were approximately 10.5% at 3 months and 20.56% at 12 months. After completing TB treatment, recurrence was diagnosed in 626 (3.14%), and 1001 (5.03%) patients within the first and the first two years, respectively. In conclusion, the incidence of TB in patients with malignancy increase yearly as well as its proportion within overall cases. The twelve-month all-cause mortality during TB and the two-year recurrence are as high as 20.56% and 5.03%, respectively. It indicates the importance of this population in future TB control, especially for those with malignancy of respiratory tract, and hematology as well as head and neck area.

16 August 2018 in BMC Nephrology
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Journal Article
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HLHsueh-Yi Lu
Hsueh-Yi Lu
Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
Previous studies have shown that chronic kidney disease increases the risk of deep vein thrombosis (DVT). DVT is the risk of pulmonary embolism among persons with end-stage renal disease (ESRD). Information on the incidence of DVT in ESRD is limited, and no studies have been conducted in the Asian population. The aim of our study was to investigate the incidence of DVT in Asian ESRD patients by comparing with the non-ESRD patients and to identify the associated risk factors. This study retrieved patients who were diagnosed with ESRD (ICD-9-CM codes 585 or 586) between January 1, 2004, and December 31, 2010, from the National Health Insurance Research Database in Taiwan. All ESRD patients had received a catastrophic illness card from the Ministry of Health and Welfare in Taiwan, with the major illness identified as ESRD. Patients who had DVT before the index date or who had incomplete records were excluded from the analysis. A total of 4865 ESRD patients were enrolled. There are 3564 ESRD patients included after exclusion of patients with previous DVT and patients with incomplete records. The control subjects were randomly selected as the patients without ESRD by matching study subjects according to age (±3 years), gender, and the year of admission at a 2:1 ratio from the same dataset. The incidence rate of DVT was substantially higher in the ESRD group than in the without-ESRD group (20.9 vs. 1.46 per 10^4 person-years). The adjusted hazard ratio (aHR 13.92; 95% CI 9.25–20.95) of DVT for the ESRD patients was 13.92 times that for the non-ESRD patients. ESRD patients older than 50 years had a higher risk of DVT (aHR 1.65; 95% CI 1.13–2.40; P = 0.01). Hyperlipidemia was significantly associated with an increased risk of DVT (aHR 1.73; 95% CI 1.08–2.78; P = 0.02). ESRD patients with three or more comorbidities were substantially more likely to have DVT (aHR 1.45; 95% CI 1.03–2.03; P = 0.03). ESRD patients had a higher risk of DVT than non-ESRD patients. Among the ESRD patients, being older than 50 years and having dyslipidemia increased the risk of DVT.

1 June 2015 in Medicine
Verified
Journal Article
Open access
Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
TLTzu-Chieh Lin
Tzu-Chieh Lin
Chung-Yi LiChung-Yi Li
Chung-Yi Li
YYYea-Huei Kao Yang
Yea-Huei Kao Yang
Dementia increases the risk of morbidity and mortality in hospitalized patients. However, information on the potential effects of dementia on the risks of acute organ dysfunction, severe sepsis and in-hospital mortality, specifically among inpatients with chronic obstructive pulmonary disease (COPD), is limited. The observational analytic study was inpatient claims during the period from 2000 to 2010 for 1 million people who were randomly selected from all of the beneficiaries of the Taiwan National Health Insurance in 2000. In total, 1406 patients with COPD and dementia were admitted during the study period. Hospitalized patients with COPD and free from a history of dementia were randomly selected and served as control subjects (n = 5334). The patient groups were matched according to age (±3 years), gender, and the year of admission, with a control/dementia ratio of 4. Only the first-time hospitalization data for each subject was analyzed. Logistic regression models were used to calculate the odds ratio (OR) of outcome measures (acute organ dysfunction, severe sepsis, and mortality), controlling for confounding factors (age, sex, comorbidity, infection site, hospital level, and length of stay). In COPD patients with dementia, the incidence rate of severe sepsis and hospital mortality was 17.1% and 4.8%, respectively, which were higher than the controls (10.6% and 2.3%). After controlling for potential confounding factors, dementia was found to significantly increase the odds of severe sepsis and hospital mortality with an adjusted OR (OR) of 1.38 (95% confidence interval [CI] 1.10-1.72) and 1.69 (95% CI 1.18-2.43), respectively. Dementia was also significantly associated with an increased OR of acute respiratory dysfunction (adjusted OR 1.39, 95% CI 1.09-1.77). In hospitalized COPD patients, the presence of dementia may increase the risks of acute respiratory dysfunction, severe sepsis, and hospital mortality, which warrants the attention of health care professionals.

13 March 2023 in Diagnostics
Verified
Journal Article
Open access
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Kuang-Ming LiaoKuang-Ming Liao
Kuang-Ming Liao
CLChung-Feng Liu
Chung-Feng Liu
CCChia-Jung Chen
Chia-Jung Chen
JFJia-Yih Feng
Jia-Yih Feng
CSChin-Chung Shu
Chin-Chung Shu
YMYu-Shan Ma
Yu-Shan Ma
Background: Tuberculosis (TB) is one of the leading causes of death worldwide and a major cause of ill health. Without treatment, the mortality rate of TB is approximately 50%; with treatment, most patients with TB can be cured. However, anti-TB drug treatments may result in many adverse effects. Therefore, it is important to detect and predict these adverse effects early. Our study aimed to build models using an artificial intelligence/machine learning approach to predict acute hepatitis, acute respiratory failure, and mortality after TB treatment. Materials and Methods: Adult patients (age ≥ 20 years) who had a TB diagnosis and received treatment from January 2004 to December 2021 were enrolled in the present study. Thirty-six feature variables were used to develop the predictive models with AI. The data were randomly stratified into a training dataset for model building (70%) and a testing dataset for model validation (30%). These algorithms included XGBoost, random forest, MLP, light GBM, logistic regression, and SVM. Results: A total of 2248 TB patients in Chi Mei Medical Center were included in the study; 71.7% were males, and the other 28.3% were females. The mean age was 67.7 ± 16.4 years. The results showed that our models using the six AI algorithms all had a high area under the receiver operating characteristic curve (AUC) in predicting acute hepatitis, respiratory failure, and mortality, and the AUCs ranged from 0.920 to 0.766, 0.884 to 0.797, and 0.834 to 0.737, respectively. Conclusions: Our AI models were good predictors and can provide clinicians with a valuable tool to detect the adverse prognosis in TB patients early.