Published May 24, 2020 | Version 0.01
Dataset Open

Standard Distributions of Blood Tests for Public Use

  • 1. National Institute of Advanced Industrial Science and Technology (AIST)
  • 2. Tsukuba University
  • 3. Jichi Medical University

Contributors

  • 1. National Institute of Advanced Industrial Science and Technology (AIST)
  • 2. Tsukuba Univ.
  • 3. Jichi Medical Univ.

Description

This dataset is the distribution parameters obtained by approximating the distribution of blood test values taken from inpatients in a Japanese hospital by a lognormal distribution or an exponential distribution. 

The parameters P1, P2 and P3  of the lognormal distribution are used in the following equation.
P1*exp(-(ln(x/P2)/P3)^2)

The parameters P1 and P2 of the exponential distribution are used in the following.
P1*exp(-P2*x)

This file is CSV with UTF-8 charset, and the columns are as follows.

---
Test name
Test name in Japanese
Unit of the value
Distribution type (LogNormal or Exp)
P1
P2
P3
P1 Error(1sigma)
P2 Error(1sigma)
P3 Error(1sigma)
Number of data points used to make this distribution
Bin width used to make the distribution
---

Any researchers can use this dataset without privacy issues.
CC BY-NC 4.0
 

Files

BloodTestParams.zip

Files (5.7 kB)

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