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. 2019 Sep 15;7(4):e14401. doi: 10.2196/14401

Table 4.

Top 50 research domains that emerged from the exploratory factor analysis of the content of all abstracts.

Number Name Keywords Eigen value Cases, n (%)
1 Classification; feature selection Classification; feature; proposed; features; selection; breast; performance; algorithm; diagnosis; classifier; paper; accuracy; machine 4.71 6104 (58.09)
2 Disease-free survival Survival; free; recurrence; follow; disease; local 2.94 3413 (52.69)
3 Medical; processing Medical; processing; information; system; systems 1.85 2218 (42.31)
4 Blood loss; hospital stay Loss; blood; stay; operative; complications; length; hospital; min; postoperative; conversion; perioperative; complication; safe; intraoperative; feasible 17.16 5050 (41.13)
5 Prostate; assisted radical Prostatectomy; prostate; radical; RARPa; localized; men; assisted; radical prostatectomy; robot; Gleason; RALPb; PSAc 3.97 4050 (41.04)
6 Gy; radiation dose Gy; dose; SBRTd; radiation; radiotherapy; therapy; local; body; treated 5.18 2495 (37.16)
7 Predict; prediction Predict; prediction; predictive; models; predicting; prognostic; variables; validation 2.34 2562 (36.71)
8 Machine learning Learning; machine; accuracy 2.27 2398 (36.68)
9 Cohort; risk Cohort; risk; outcome; retrospective 1.44 1759 (36.54)
10 PSA; Gleason PSA; Gleason; specific; biopsy; serum; prostate 1.38 1970 (34.04)
11 Early stage Early; cervical; stage; hysterectomy 1.48 1700 (33.47)
12 Evaluate Evaluate; evaluated; according 1.37 1185 (28.16)
13 Training set Training; set; test; sets; validation 1.60 1573 (27.74)
14 Adjuvant chemotherapy Chemotherapy; adjuvant; therapy; advanced 1.51 1323 (27.34)
15 Tumor Tumor; tumors; size 1.46 1253 (27.12)
16 Morbidity and mortality Mortality; morbidity; rate 1.36 1194 (26.69)
17 Staging for endometrial; hysterectomy Endometrial; hysterectomy; laparotomy; staging; lymphadenectomy; pelvic; cervical; laparoscopy; women 3.09 1759 (25.26)
18 Sensitivity and specificity Specificity; sensitivity; serum; detection; diagnostic 2.17 1405 (23.74)
19 Plans; planning Plans; planning; target; mm; volume; dose; average 1.53 1267 (23.57)
20 Cystectomy; bladder Cystectomy; bladder; RARCe; urinary; radical 2.83 1235 (22.53)
21 Case Cases; case 1.26 913 (22.50)
22 Artificial neural Neural; artificial; network; ANNf; networks 3.32 2060 (22.17)
23 Image Images; image; imaging; deep; CTg; MRIh 2.59 1363 (21.77)
24 Quality of life Life; quality; health; sexual 2.09 1148 (21.55)
25 Lymph node Lymph; node; dissection; nodes; pelvic; lymphadenectomy 2.47 1909 (21.24)
26 Safe and feasible Safe; feasible; procedure 1.25 1020 (20.39)
27 Decision support Support; SVMi; decision; classifier 1.45 1062 (19.86)
28 Rectal resection Rectal; colorectal; resection; conversion 1.57 926 (19.16)
29 Oncological and functional; sexual function Functional; function; sexual; oncological 1.31 903 (19.10)
30 Gene expression Gene; expression; genes; molecular; protein; samples; mutations 3.24 1369 (18.90)
31 Purpose Purpose; materials 1.51 815 (18.71)
32 Pathology; reports Pathology; reports; processing; report 1.41 824 (18.54)
33 Women diagnosed Diagnosed; screening; women 1.29 728 (17.64)
34 Transoral; TORSj Transoral; tors; oropharyngeal; neck; head; HPVk; carcinoma 3.48 1183 (16.48)
35 Margin; PTl Margin; PT; margins; pathologic; Gleason; RALP 1.80 884 (16.15)
36 Cost Cost; costs; care 1.93 712 (16.06)
37 Surgeon experience Experience; surgeons; surgeon 1.70 690 (15.22)
38 Small cell lung Lung; small 1.29 628 (14.91)
39 Body mass Mass; index; body 1.89 823 (14.91)
40 Multi drug Multiple; multi; drug 1.56 588 (14.68)
41 Operating curve Curve; operating; AUCm 1.68 649 (12.52)
42 Benign and malignant Malignant; benign; lesions 1.59 579 (11.14)
43 Normal tissue Tissue; normal 1.40 460 (11.11)
44 Imaging (MRI) MRI; imaging 1.39 435 (10.63)
45 Metastases Metastases; metastasis; liver 1.39 416 (9.51)
46 Renal Renal; partial; sparing 1.74 376 (8.27)
47 HPV-negative Negative; HPV 1.33 312 (8.07)
48 Trials Trials 1.34 239 (6.72)
49 Biomarkers Biomarkers 1.25 171 (4.81)
50 Gastrectomy for gastric Gastric; gastrectomy 1.77 205 (3.63)

aRARP: robotic-assisted radical prostatectomy.

bRALP: robot assisted laparoscopic prostatectomy.

cPSA: prostate specific antigen.

dSBRT: stereotactic body radiation therapy.

eRARC: remittance advice remark code.

fANN: artificial neural network.

gCT: computed tomography.

hMRI: magnetic resonance imaging.

iSVM: support vector machine.

jTORS: transoral robotic surgery.

kHPV: human papilloma virus.

lPT: prothrombin time.

mAUC: area under the curve.