| 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 |