Table 4 Main articles selected for review
From: Artificial intelligence on the identification of risk groups for osteoporosis, a general review
Authors | CIT | Year | Technique | Auxiliary exam | Group | PAC |
|---|---|---|---|---|---|---|
Koh et al. [14] | 465 | 2001 | OSTA | DXA | Women | 1983 |
Kung et al. [50] | 68 | 2002 | OSTA | QUS | Men | 722 |
Gregory et al. [13] | 41 | 1999 | LVQ, R-PRO | Histological intervention | Men, women | 100 |
Reid et al. [40] | 24 | 2006 | Cross-calibration | DEXA | Women | 991 |
Sapthagirivasan et al. [28] | 23 | 2013 | SVM, RBF | X-ray | Women | 50 |
Chiu et al. [18] | 19 | 2006 | ANN | DEXA | Men, women | 1403 |
Leslie et al. [23] | 19 | 2011 | ALG | DEXA | Men, women | 4015 |
Lemineur et al. [19] | 16 | 2007 | ANN | DEXA | Women | 304 |
Yoo et al. [27] | 16 | 2013 | SVM, RF, ANN, LR | N/A | Women | 1674 |
Wenjia et al. [16] | 15 | 2005 | MLP, NNE | DEXA, QUS, PIXI | Women | 2934 |
Hsueh-Wei et al. [46] | 13 | 2013 | MFNN | SNP | Women | 295 |
Kavitha et al. [29] | 10 | 2013 | SVM | X-ray | Women | 100 |
Juez et al. [25] | 9 | 2010 | GA, MLP | DEXA | Women | 200 |
Liu et al. [32] | 8 | 2015 | ANN, GA | X-ray | Men, women | 725 |
Jennane et al. [44] | 8 | 2010 | ANFIS, SVM, GA, HSGA, LSGA | Microscopia | N/A | 18 |
Tafraouti et al. [30] | 7 | 2014 | SVM | X-ray | N/A | 39 |
Lee et al. [20] | 6 | 2008 | SVM | DEXA | Women | 94 |
Mantzaris et al. [24] | 6 | 2010 | PNNS, LVQ, ANN | DEXA | Men, women | 3426 |
Meneses et al. [21] | 5 | 2008 | ANN, MLP, BP | X-ray | Men, women | 100 |
Xinghu et al. [33] | 4 | 2016 | ANN | X-ray | Men, women | 119 |
Meneses et al. [22] | 3 | 2009 | ANN | X-ray | Men, women | N/A |
Harrar et al. [26] | 2 | 2012 | ANN, MLP | X-ray | Women | 120 |
Iliou et al. [31] | 1 | 2017 | MLP | DEXA | Men, women | 1403 |
Kavitha et al. [45] | 1 | 2012 | SVM | X-ray | Women | 69 |
Rizzi et al. [15] | 1 | 2004 | MoG, SHEM | CBM | Women | 845 |