Learning temporal weights of clinical events using variable importance

Table 1 Datasets description including class label, number of positive examples, number of negative examples and number of related unique clinical events

ADE	Description	Positive	Negative	Events
D611	Drug-induced aplastic anaemia	593	105	2025
D642	Drug-induced secondary sideroblastic anaemia	217	9673	6076
D695	Secondary thrombocytopenia	1246	2148	4134
E273	Drug-induced adrenocortical insufficiency	70	259	1601
G620	Drug-induced polyneuropathy	96	783	2448
I952	Drug-induced hypotension	115	1287	2933
L270	Drug-induced generalized skin eruption	182	468	2480
L271	Drug-induced localized skin eruption	151	498	2481
M804	Drug-induced osteoporosis with pathological fracture	52	1170	2208
M814	Drug-induced osteoporosis	57	5097	4158
O355	Maternal care for damage to fetus by drugs	146	260	1277
R502	Drug-induced fever	80	6434	5151
T782	Adverse effects: anaphylactic shock	131	856	2639
T783	Adverse effects: angioneurotic oedema	283	720	2639
T784	Adverse effects: allergy	574	415	2635
T801	Vascular complications following infusion, transfusion and therapeutic injection	66	609	2063
T808	Other complications following infusion, transfusion and therapeutic injection	538	138	2060
T886	Drug-induced anaphylactic shock	89	1506	3765
T887	Unspecified adverse effect of drug or medicament	1047	550	3770

ISSN: 1472-6947