Predictive modeling of intraoperative bleeding and blood transfusion using the University of Tsukuba Hospital perioperative dataset

Predictive modeling of intraoperative bleeding and blood transfusion using the University of Tsukuba Hospital perioperative dataset - Predictive modeling of intraoperative bleeding and blood transfusion

Status

Active, not recruiting

Phases

Unknown

Study type

Observational

Source

JPRN

Registry ID

JPRN-UMIN000054657

Enrollment

70000

Registered

2024-06-14

Start date

2024-06-14

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

Surgery under general anesthesia, epidural anesthesia, or spinal anesthesia

Interventions

None listed

Eligibility

Sex/Gender

All

Inclusion criteria

Inclusion criteria: Patients who underwent surgery under general, epidural, or spinal anesthesia at the University of Tsukuba Hospital from April 1, 2012 to March 31, 2023.

Exclusion criteria

Exclusion criteria: Second or subsequent surgeries during hospitalization. Patients with missing or erroneous data.

Design outcomes

Primary

Measure	Time frame
Amount of blood loss	—

Secondary

Measure	Time frame
transfusion or no transfusion, amount of blood transfusion	—

Countries

Japan

Contacts

Public ContactKensuke Shimada

University of Tsukuba Tsukuba Clinical Research & Development Organization

kensukeshimada.s@gmail.com+81-29-853-3914

Outcome results