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Table 1 Top 25 predicted terms per method.

From: Terminologies for text-mining; an experiment in the lipoprotein metabolism domain

 

Methods

Rank

 

TFIDF

 

RelFreq

 

Termine

 

Text2Onto

OntoLearn

1

x

metabolic syndrome

 

review

x

low-density lipoprotein

x

patient

Mutation

2

x

HDL

x

metabolic syndrome

x

cardiovascular disease

x

disease

fish oil

3

x

atherosclerosis

x

diabetes

x

metabolic syndrome

 

risk

hypercholesterolaemia

4

 

review

x

atherosclerosis

x

risk factor

 

effect

Serum

5

x

LDL

x

HDL

x

cardiovascular risk

 

study

progression of atherosclerosis

6

x

cardiovascular disease

x

LDL

x

high-density lipoprotein

 

level

Apheresis

7

x

diabetes

x

cardiovascular disease

x

low-density lipoprotein cholesterol

x

atherosclerosis

omega-3

8

x

dyslipidemia

x

cholesterol

x

high-density lipoprotein cholesterol

x

cholesterol

treatment of hypertriglyceridemia

9

x

high-density lipoprotein

 

type

x

fatty acid

x

lipoprotein

reductase inhibitor

10

x

cholesterol

 

article

x

coronary heart disease

x

statin

Triglyceride

11

x

low-density lipoprotein

x

fatty acids

x

coronary artery disease

 

role

adhesion molecule

12

x

cardiovascular risk

x

high-density lipoprotein

 

clinical trial

 

syndrome

Evolution

13

x

fatty acids

 

role

x

ldl cholesterol

x

diabetes

purification process

14

 

article

x

dyslipidemia

x

heart disease

x

trial

Prescription omega-3

15

x

insulin resistance

x

low-density lipoprotein

x

diabetes mellitus

 

protein

omega-6

16

 

type

x

cardiovascular risk

x

omega-3 fatty acid

x

risk factor

hiv-infected

17

x

statin

x

hypertension

 

blood pressure

x

treatment

marker of inflammation

18

x

hypertension

 

combination

x

oxidative stress

 

event

strong evidence

19

x

inflammation

x

insulin resistance

 

increased risk

 

therapy

attractive target

20

x

VLDL

 

protein

 

density lipoprotein

 

review

accelerated atherosclerosis

21

x

lipid metabolism

x

disease

x

cardiovascular risk factor

 

type

internalization

22

 

combination

 

studies

 

coronary artery

 

mechanism

Scenario

23

 

role

x

inflammation

x

statin therapy

 

evidence

protease inhibitor

24

x

oxidative stress

 

association

x

plant sterol

 

development

inflammatory cell

25

x

obesity

x

plasma

x

reverse cholesterol transport

 

use

inflammatory marker

Listing of the top 25 predictions for TFIDF, RelFreq, Termine, Text2Onto and OntoLearn. Terms relevant to the lipoprotein metabolism domain are marked with x.