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NCT05225454

The Life Style Patterns and the Development Trend of Chronic Diseases in Healthy and Sub-healthy Groups Were Analyzed by Using Data-mining Techniques

Status unknown Last updated 10 May 2022
What this trial tests

trial in Chronic Kidney Disease Stage 1 in 81,108 participants. Status unknown.

Timeline
3 March 2021
Primary endpoint
3 July 2024
31 July 2024

Quick facts

Lead sponsorFar Eastern Memorial Hospital
StatusStatus unknown
Study typeOBSERVATIONAL
Enrollment81,108
Start date3 March 2021
Primary completion3 July 2024
Estimated completion31 July 2024
Sites1 location across Taiwan

Conditions studied

Sponsor

Far Eastern Memorial Hospital

Who can join

Eligibility, any sex, with Chronic Kidney Disease Stage 1 or Chronic Kidney Disease Stage 2. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

Used multi-year health examination member profile by multi-algorithms technology, to find comprehensive key hazard factors or important high-risk group components for metabolic syndrome and chronic kidney disease or more common chronic diseases.

Publications & conference data

5 peer-reviewed publications reference this trial (live from Europe PMC):

  1. Integrating Health Data-Driven Machine Learning Algorithms to Evaluate Risk Factors of Early Stage Hypertension at Different Levels of HDL and LDL Cholesterol.
    Liao PC, Chen MS, Jhou MJ, Chen TC, et al · · 2022 · cited 13× · PMID 36010315 · DOI 10.3390/diagnostics12081965
  2. A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques.
    Jhou MJ, Chen MS, Lee TS, Yang CT, et al · · 2022 · cited 6× · PMID 36554020 · DOI 10.3390/healthcare10122496
  3. Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators.
    Huang HH, Hsieh SJ, Chen MS, Jhou MJ, et al · · 2023 · cited 5× · PMID 36769868 · DOI 10.3390/jcm12031220
  4. Using a Decision Tree Algorithm Predictive Model for Sperm Count Assessment and Risk Factors in Health Screening Population.
    Huang HH, Lu CJ, Jhou MJ, Liu TC, et al · · 2023 · cited 3× · PMID 38024496 · DOI 10.2147/rmhp.s433193
  5. Analyzing Longitudinal Health Screening Data with Feature Ensemble and Machine Learning Techniques: Investigating Diagnostic Risk Factors of Metabolic Syndrome for Chronic Kidney Disease Stages 3a to 3b.
    Chen MS, Liu TC, Jhou MJ, Yang CT, et al · · 2024 · PMID 38667472 · DOI 10.3390/diagnostics14080825

Verify or expand the search:

Other recruiting trials for Chronic Kidney Disease Stage 1

Currently open trials in the same condition.

Other Far Eastern Memorial Hospital trials

Trials by the same sponsor.

Verify against primary sources

Data sources for this page

Drug Landscape aggregates and links these public records for informational use only. Always verify against the primary source before clinical or regulatory decisions. Canonical URL: https://druglandscape.com/trial/NCT05225454.

Primary sources · FDA · ClinicalTrials.gov · EMA · SEC EDGAR · ChEMBL · Wikidata · full sourcing