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Evaluation of artificial inteligence for predicting total water removal volume in maintenance hemodialysis patients

Evaluation of artificial inteligence for predicting total water removal volume in maintenance hemodialysis patients - Evaluation of artificial inteligence (AI) for predicting total water removal volume in maintenance hemodialysis patients

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
JPRN
Registry ID
JPRN-jRCT1022240032
Enrollment
150
Registered
2024-10-09
Start date
2024-10-09
Completion date
Unknown
Last updated
2026-06-29

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Chronic renal faiture

Interventions

None listed

Sponsors

Tanaka Tetsuhiro
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: (1) Patients with chronic renal failure undergoing maintenance hemodialysis by a dialysis specialist as an outpatient 3 days a week (2) Patients with a doctor-prescribed dialysis time of 4 to 5 hours (3) Patients aged 20 years or older (4) Patients who have given written consent to participate in the study

Exclusion criteria

Exclusion criteria: (1) Pregnant or possibly pregnant patients (2) Patients who have been on hemodialysis for less than one year (3) Home dialysis patients (4) Patients who used the test device to learn about it (only applies to patients at Bosho Nishi-Shinjuku Clinic and Keiai Hospital before 2022) (5) Patients who have a high fluid removal volume (5,000mL or more) or a low fluid removal volume (1,000mL or less) on average once a week or more, and whose weight gain is greater than 5% of dry weight on the first day and greater than 7% of dry weight on the second day

Design outcomes

Primary

MeasureTime frame
The accucacy rate: The correct answer was determined if the difference between the total amount of water removed by the test device and the target amount of water removed prescribed by the specialist was 12% or less of the amount of water removed set by the doctor (however, the maximum was 300 mL). The percentage of times the test device gave a correct answer was defined as the accuracy rate.

Contacts

Public ContactTadashi Ishibashi

Hiroshima University Hospital

tishiba@hiroshima-u.ac.jp+81-82-257-5555

Outcome results

None listed

Source: JPRN (via WHO ICTRP) · Data processed: Jul 3, 2026