AI-Driven Prediction of Dialysis Outcome With EHR

Launched by THE EYE HOSPITAL OF WENZHOU MEDICAL UNIVERSITY · Jan 19, 2025

Keywords

ClinConnect Summary

This clinical trial is looking at how artificial intelligence (AI) can help predict the outcomes for patients on dialysis. Dialysis is a treatment that helps people whose kidneys aren't working properly. The study will analyze health information from patients who have been on dialysis for at least three months. By using data from their electronic health records—like medical history and test results—the researchers aim to see if AI can provide valuable insights into how patients are doing and what might happen to them in the future.

To be eligible for this study, participants need to have been receiving dialysis for at least three months and have complete health records available. Participants will need to agree to let researchers use their health data for this study. If you or someone you know meets these criteria and is interested in helping improve care for dialysis patients, this trial may be a good opportunity. It's important to know that this study is currently recruiting participants, and everyone involved will be contributing to important research that could benefit many patients in the future.

Gender

ALL

Eligibility criteria

• Inclusion Criteria:
• • 1. Patients who have been undergoing dialysis (either hemodialysis or peritoneal dialysis) for at least 3 months.
• • 2. Complete and accessible EHR data, including medical history, laboratory test results, dialysis treatment details, and clinical observations.
• • 3. Participants must provide informed consent for the use of their health data for research purposes.
• Exclusion Criteria:
• • 1. Patients with incomplete or missing critical EHR data, including medical history, laboratory results, dialysis data, or treatment details necessary for the study.
• • 2. Patients who have been on dialysis for less than 3 months, to ensure stable data for outcome prediction.