Table 3 Chi-square analysis of terminology and technologies section
From: The current state of knowledge on imaging informatics: a survey among Spanish radiologists
Term | Residents. n = 52 | Attending physicians. n = 171 | p value | |||||
|---|---|---|---|---|---|---|---|---|
DK (%) | HH (%) | OU (%) | DK (%) | HH (%) | OU (%) | FU (%) | ||
Artificial intelligence | 0.0 | 90.4 | 9.6 | 1.2 | 71.3 | 21.1 | 6.4 | 0.03* |
Algorithm | 5.8 | 78.8 | 15.4 | 8.2 | 50.9 | 22.2 | 18.7 | < 0.001* |
Backpropagation | 94.2 | 3.8 | 1.9 | 71.3 | 25.1 | 2.9 | 0.6 | 0.01* |
Blackbox | 82.7 | 17.3 | 0.0 | 59.6 | 37.4 | 0.6 | 2.3 | 0.02* |
Convolutional neural network | 28.8 | 71.2 | 0.0 | 38.0 | 55.0 | 5.8 | 1.2 | 0.10 |
Machine learning | 13.5 | 78.8 | 7.7 | 11.1 | 73.7 | 11.1 | 4.1 | 0.41 |
Python | 76.9 | 23.1 | 0 | 70.2 | 25.7 | 2.9 | 1.2 | 0.48 |
R | 86.5 | 11.5 | 1.9 | 79.5 | 16.4 | 2.9 | 1.2 | 0.66 |
Pandas | 90.4 | 9.6 | 0.0 | 89.5 | 7.6 | 1.8 | 1.2 | 0.63 |
PyTorch | 100.0 | 0.0 | 0.0 | 95.3 | 3.5 | 0.6 | 0.6 | 0.47 |
TensorFlow | 98.1 | 1.9 | 0.0 | 76.0 | 21.1 | 1.2 | 1.8 | 0.01* |