This is the wide table of the data set I have chosen:
Here it is in table format form the loaded data frame from the CSV file imported into R:
Type.of.FDA.approval | Mention.of.AI.in.announcement | X | X.1 | X.2 | X.3 | Modality | X.4 | X.5 | X.6 | X.7 | X.8 | Clinical.Discipline | X.9 | X.10 | X.11 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
artificial intelligence | machine learning | deep learning | NA | Total | CT | Ultrasound | ECG | MRI | Mammography | Brain | Cardiology | Neurology | Radiology | Other | |
510(k) premarket notification | 13 | 8 | 11 | 34 | 66 | 7 | 1 | 9 | 6 | 5 | 5 | 14 | 4 | 34 | 12 |
de novo pathway | 5 | 0 | 1 | 4 | 10 | 1 | 1 | 2 | 0 | 0 | 1 | 2 | 1 | 4 | 3 |
PMA | 1 | 0 | 1 | 1 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
Total | 19 | 8 | 13 | 39 | 79 | 9 | 3 | 11 | 6 | 5 | 6 | 16 | 5 | 39 | 16 |