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 features1 | 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 |
1Type of features: s = Soma-related, n = Neurite-related, b = Branching-related, c = Number of neuron, i = Generic image descriptor