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Directive 2009/136/EC of the European Parliament and of the Council of 25 November 2009 amending Directive 2002/22/EC on universal service and users’ rights relating to electronic communications networks and services, Directive 2002/58/EC concerning the processing of personal data and the protection of privacy in the electronic communications sector and Regulation (EC) No 2006/2004 on cooperation between national authorities responsible for the enforcement of consumer protection laws (Text with EEA relevance) 

OJ L 337, 18.12.2009, p. 11–36 (BG, ES, CS, DA, DE, ET, EL, EN, FR, IT, LV, LT, HU, MT, NL, PL, PT, RO, SK, SL, FI, SV)

Special edition in Croatian: Chapter 13 Volume 052 P. 224 - 249

Independent Govt Validation

Brain Electrical Oscillation Signature Profiling has been validated independently by the Govt of India by the Directorate of Forensic Sciences Gandhinagar, Gujarat and the Technology Information, Forecasting and Assessment Council (TIFAC).

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Normative study (Wagh et al., 2009, Vaya et al. 2009a, 2009b; Mukundan 2008 a,b,c,d) conducted in 56 experimental subjects and 54 control subjects revealed sensitivity at 0.88 and 0.96 respectively using EK cut off score greater than or equal to 3.5 in sequence with 68 probes. Using total EK scores and cutoff scores greater than or equal to 6.5, Sensitivity and Specificity values were 0.77 and 1.00 respectively.

Considering total EK scores, Positive Predictive Value was 1.00 with False Positivity at 0.00, whereas the same within sequences were 0.96 and 0.04 respectively.

Considering total EK scores, Negative Predictive Value was 0.81 and False Negativity at 0.23, whereas the same within sequences were 0.88 and 0.12 respectively



ROC curve using (a) Total EK scores (red) and (b) Total EK scores in sequence (green)