From: Decision tree-based learning to predict patient controlled analgesia consumption and readjustment
Attribute Name | Description |
---|---|
Demographic: | Â |
age | patient age |
gender | patient gender |
weight | patient weight |
Biomedical: | Â |
pulse | heart rate |
sbp | systolic blood pressue |
dbp | diastolic blood pressure |
DM | if patient is diabetic |
HT | if patient has hypertension |
AMI | if patient has acute myocardial infarction |
ASA_CLASS * | 1: healthy |
2: mild systemic disease | |
3: major systemic disease | |
4: life-threatening disease or condition | |
5: not expected to survive | |
 | 6: donor |
OP-related: | Â |
OP_CLASS | surgical type: |
1: intrathoracic | |
2: upper intra-abdominal | |
3: lower intra-abdominal | |
4: laminectomy | |
5: major joints | |
6: limbs | |
7: head& neck | |
8: others | |
op_time | surgical duration |
URGENCY | E: emergency surgery |
R: regular surgery | |
ANS_WAY | SA: spinal anesthesia |
GA: general anesthesia | |
LE: lumbar epidural anesthesia | |
 | NB: nerve blockade |
PCA-related: | Â |
loading_dose | analgesia taken before PCA treatment |
sucess_p_1hr~ sucess_p_24hr | number of successful PCA demands in 1st–24th h |
failure_p_1hr~ failure_p_24hr | number of PCA demands that fail in 1st–24th h |
pcadose_1hr~ pcadose_24hr | total PCA dose in 1st–24th h |
contidose_1hr~ contidose_24hr | total continuous dose in 1st–24th h |
readjustcount_1hr~ readjustcount_24hr | number of PCA readjustment in 1st–24th h |
p_timediff_mean_1hr~ p_timediff_mean_24hr | mean of time gap between two consecutive PCA demands |
p_timediff_var_1hr~ p_timediff_var_24hr | variance of time gap between two consecutive PCA demans |
pcamode_set_1hr~ pcamode_set_24hr | setting of PCA mode: |
(a) PCA and continuous | |
(b) PCA only | |
pcadose_set_1hr~ pcadose_set_24hr | PCA dose setting in 1st–24th h |
lockout_set_1hr~ lockout_set_24hr | setting of minimum time gap between two adjacent PCA demands in 1st–24th h |
4hrlimit_set_1hr~4hrlimit_set_24hr | setting of maximum dosage allowed for every 4 h in 1st–24th h |