Table 2 Evaluation results by clinical experts
From: EHR phenotyping via jointly embedding medical concepts and words into a unified vector space
# of experts who think the method is better than the other | ||||||
ICD-9 codes | 570 | 174 | 295 | 348 | 311 | 042 |
JointSkip-gram | 4 | 2 | 3 | 4 | 4 | 2 |
LLDA | 0 | 2 | 1 | 0 | 0 | 2 |
Average # of unrelated words across experts | ||||||
ICD-9 codes | 570 | 174 | 295 | 348 | 311 | 042 |
JointSkip-gram | 2.25 | 0.75 | 0.75 | 1.25 | 3.25 | 0.75 |
LLDA | 9.25 | 1.75 | 3 | 3.75 | 6.5 | 2.75 |