Bone Mineral Density Prediction from CT Image: A Novel Approach using ANN

Table 1

Sample dataset for training the network.

Input dataset					Output dataset
Contrast	Correlation	Energy	Homogeneity	Entropy	Bone mineral density
3	0.6936	0.5454	0.8889	2.7036	1.89847
3.3667	0.6639	0.3489	0.8722	3.9166	1.909341
5	0.6124	0.44	0.8333	3.5435	1.785716
5.05	0.5284	0.425	0.8083	3.2676	1.681617
5.25	0.5493	0.4514	0.8056	3.0029	1.686442
3.5	0.6576	0.5216	0.8704	2.7869	1.844213
5.5	0.4952	0.4883	0.8021	3.3537	1.897391
0.6	0.8589	0.4816	0.8817	2.7931	1.726328
6.6875	0.3527	0.2344	0.6302	3.3842	1.70792