Table 25 The selected features after intersection [38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58]

Datasets

No.

Intersection

Features

Feature indices

or feature names

Feature or gene Description

Reference

in cancer

RNA gene

1

G110

–

–

DNA

CNV

12

PPP1R8

Through alternative splicing, three this gene encodes

different isoforms [38].

[39]

SCARNA1

Small Cajal body-specific RNA 1 [38].

[40]

RPA2

Protein A (RPA) complex is encoded by this gene [38].

[41]

SMPDL3B

Sphingomyelin phosphodiesterase acid like 3B [38].

[42]

XKR8

Promotes phosphatidylserine exposure apoptotic cell surface,

possibly by mediating phospholipid scrambling [43].

[44]

PHACTR4

A member of the phosphatase and actin regulator (PHACTR)

family are encoded by this gene [38].

[45]

RCC1

Regulator of chromosome condensation 1 [38].

[46]

SNHG3

Small nucleolar RNA host gene 3 [32].

[47]

SNORD99

Small nucleolar RNA, C/D box 99 [38].

[48]

SNORA16A

Small nucleolar RNA, H/ACA box 16A [38].

[49]

RAB42

Member RAS oncogene family [38].

–

TFA12

This gene Control of transcription by RNA polymerase II

[38].

[50]

Parkinson’s

disease

7

IMF_SNR_TKEO

–

–

IMF_NSR_TKEO

–

–

mean_MFCC_1st_coef

–

–

mean_4th_delta_delta

–

–

mean_5th_delta_delta

–

–

mean_6th_delta_delta

–

–

mean_7th_delta_delta

–

–

BreastEW

1

Radius

Can be defined as the mean of distances from center to points

on the perimeter [51].

[51]

Datasets

No.

Intersection

Features

Feature indices

or feature names

Feature or gene Description

Reference

in derma-

tology

Dermatology erythemato-squamous diseases

5

Borders

The border of the lesion which important for diagnosing and for other features [52, 53].

[53]

Parakeratosis

Nucleated keratinocytes are existed in the stratum corneum due to accelerated keratinocytic turnover [54].

[54]

Spongiosis

Intraepidermal eosinophils is existed in spongiotic zones [55].

[55, 56]

Itching

Itching is a bad feeling that causes itching continuously, which affects the human psyche [57].

[56]

Age

The age at disease onset [58].

[58]