Paper |
Nature |
Objective |
Performance
(ANN x LR) |
Tu, 1996 [3] |
Conceptual |
Predict medical
outcomes |
Not conclusive |
Schumacher
et al., 1996 [4] |
Application |
General
comparison of both methods |
Not conclusive |
Vach et al.,
1996 [5] |
Conceptual |
General
comparison of both methods |
Not conclusive |
Freeman et
al., 2000 [6] |
Application |
Predict
in-hospital death after angioplasty |
Similar |
Leung & Tran,
2000 [7] |
Application |
Predict shrimp
disease outbreaks |
ANN |
Borque et
al., 2001 [8] |
Application |
Predict
pathological stage |
Similar |
Chun et al.,
2007 [9] |
Application |
Predict the
probability of prostate cancer |
LR |
Kawakami et
al., 2008 [10] |
Application |
Predict the
probability of prostate cancer |
LR |
Ottenbacher
et al., 2001 [11] |
Application |
Predict
rehospitalization for patients with stroke |
Similar |
Nguyen et
al., 2002 [12] |
Application |
Predict death
or limb amputation in meningococcal disease |
Similar |
DiRusso et
al., 2002 [13] |
Application |
Analyze
survival in pediatric trauma patients |
ANN |
Dreiseitl &
Ohno-Machado, 2002 [14] |
Review |
General
comparison of both methods |
ANN |
Hajmeer &
Basheer, 2003 [15] |
Application |
Classify
bacterial growth |
ANN |
Ottenbacher
et al., 2004 [16] |
Application |
Address
prediction questions epidemiological research |
Similar |
Lin et al.,
2010 [17] |
Application |
Predict living
setting following hip fracture |
ANN |
Ergün et al.,
2004 [18] |
Application |
Classify
carotid artery stenosis of patients with diabetes |
ANN |
Yesilnacar &
Topal, 2005 [19] |
Application |
Analyze
landslide susceptibility |
ANN |
Yilmaz, 2009
[20] |
Application |
Analyze
landslide susceptibility |
ANN |
Pradhan & Lee,
2010 [21] |
Application |
Analyze
landslide susceptibility |
ANN |
Choi et al.,2012
[22] |
Application |
Analyze
landslide susceptibility |
LR |
Song et al.,
2005 [23] |
Application |
Differentiate
between malignant and benign breast masses |
Similar |
McLaren et
al., 2009 [24] |
Application |
Detection and
diagnosis of breast lesions |
Similar |
Green et al.,
2006 [25] |
Application |
Predict acute
coronary syndrome |
ANN |
Chiang et
al., 2006 [26] |
Application |
Differentiate
between web and traditional stores |
ANN |
Liew et al.,
2007 [27] |
Application |
Predict illness
on patients undergoing bariatric surgery |
ANN |
Gutiérrez et
al., 2008 [28] |
Application |
Map Ridolfia
Segetum (a persistent weed) infestation |
Not conclusive |
Kurt et al.,
2008 [29] |
Application |
Predict
coronary heart disease |
ANN |
Al Housseini
et al., 2009 [30] |
Application |
Predict the
risk of cesarean delivery in nulliparas |
ANN |
Caocci et
al., 2010 [31] |
Application |
Predict the
occurrence of acute graft-vs-host disease |
ANN |
Pavlekovic
et al., 2010 [32] |
Application |
Recognize
mathematically gifted children |
Similar |
Trtica-Majnaric
et al., 2010 [33] |
Application |
Predict
influenza vaccination outcome |
ANN |
Chen et al.,
2012 [34] |
Application |
Differentiate
between malignant and benign lung nodules |
ANN |
Larasati et
al., 2012 [35] |
Application |
Psychological
research |
ANN |
Pourshahriar,
2012 [36] |
Application |
Psychological
research |
Similar |
Swiderski et
al., 2012 [37] |
Application |
Assess the
financial condition of a company |
Not conclusive |
Askin & Gokalp,
2013 [38] |
Application |
Assess
students’ mathematics achievement |
Similar |
Morteza et
al., 2013 [39] |
Application |
Predict the
level of albuminuria in type 2 diabetes |
Not conclusive |
Vallejos &
McKinnon, 2013 [40] |
Application |
Classify
seismic records |
Similar |