Skip to main content

Table 4 Alzheimer’s disease top 20 related entity scores (PKDE4J)

From: Combining entity co-occurrence with specialized word embeddings to measure entity relation in Alzheimer’s disease

No

Entity A

Entity C

Proposed

Co-occurrence

Word2Vec

COALS

Random indexing

1

Alzheimer’s disease

TAU

1

0.6181

0.607

0.6424

0.6188

2

Alzheimer’s disease

MCI

0.99

1

0.7571

0.1408

0.084

3

Alzheimer’s disease

Memory

0.9873

0.5843

0.6139

0.6618

0.6395

4

Alzheimer’s disease

Parkinson’s disease

0.935

0.5004

0.8704

1

1

5

Alzheimer’s disease

CSF

0.9072

0.4738

0.5717

0.1133

0.0547

6

Alzheimer’s disease

APP

0.9062

0.6204

0.5685

0.3317

0.2876

7

Alzheimer’s disease

APOE

0.8879

0.4328

0.606

0.1214

0.0633

8

Alzheimer’s disease

Neurodegenerative diseases

0.8689

0.4348

0.7678

0.11

0.0512

9

Alzheimer’s disease

Impairment

0.8035

0.1258

0.7224

0.9951

0.9948

10

Alzheimer’s disease

Amyloid beta

0.8024

0.4199

0.615

0.0777

0.0661

11

Alzheimer’s disease

Cognitive impairment

0.8002

0.1237

0.7617

0.1019

0.0426

12

Alzheimer’s disease

Neurodegeneration

0.7984

0.1464

0.7375

0.233

0.1823

13

Alzheimer’s disease

Neurodegenerative disorders

0.7863

0.2935

0.767

0.1521

0.0961

14

Alzheimer’s disease

Depression

0.7827

0.241

0.6844

0.4013

0.3617

15

Alzheimer’s disease

Oxidative stress

0.782

0.2512

0.6038

0.1084

0.0495

16

Alzheimer’s disease

Hippocampus

0.7794

0.0856

0.6091

0.1553

0.0995

17

Alzheimer’s disease

Vascular dementia

0.7683

0.3273

0.7796

0.6845

0.6636

18

Alzheimer’s disease

Patients

0.7589

0.016

0.9726

0.1235

0.0661

19

Alzheimer’s disease

Neurofibrillary tangles

0.7448

0.3975

0.6191

0.1553

0.0995

20

Alzheimer’s disease

MRI

0.7405

0.1315

0.5843

0.1472

0.0909