Table 1 Methodologies for drug analysis of HCS neuron images since 2010
Reference (year) | Automatic feature extrction | Multineuron supporting | Classification analysis | Regression analysis | Type of features 1 | Features extraction software |
|---|---|---|---|---|---|---|
[11] (2010) | No | No | No | No | snb | Free |
[4] (2010) | Yes | Yes | No | No | snbc | Commercial |
[5] (2010) | Yes | Yes | No | No | sn | Unavailable |
[12] (2010) | Yes | No | No | No | n | Free |
[13] (2010) | No | No | No | No | nb | Free |
[6] (2011) | Yes | Yes | No | No | snbc | Free |
[7] (2011) | Yes | Yes | No | No | snc | Free |
[3] (2011) | Yes | Yes | No | No | snc | Free |
[8] (2011) | Yes | Yes | No | No | sn | Unavailable |
[14] (2011) | No | No | Yes | No | snb | Unavailable |
[15] (2012) | Yes | No | No | No | sn | Unavailable |
[9] (2012) | Yes | Yes | No | No | snbc | Unavailable |
[16] (2012) | No | No | Yes | Yes | snb | Free |
[17] (2013) | No | No | Yes | No | snbc | Free |
[10] (2013) | Yes | Yes | Yes | No | i | Free |
HCS-Neurons | Yes | Yes | Yes | Yes | snbci | Free |