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Model E: Unsupervised PCA + clustering risk stratification
53a6def
{
"SABA": [
"BAMBUTEROL HYDROCHLORIDE",
"SALBUTAMOL",
"TERBUTALINE SULFATE"
],
"LABA": [
"FORMOTEROL FUMARATE",
"INDACATEROL",
"OLODATEROL",
"SALMETEROL"
],
"LAMA": [
"ACLIDINIUM BROMIDE",
"TIOTROPIUM",
"UMECLIDINIUM BROMIDE"
],
"SAMA": [
"IPRATROPIUM BROMIDE",
"LABA-LAMA",
"ACLIDINIUM BROMIDE AND FORMOTEROL FUMARATE",
"INDACATEROL WITH GLYCOPYRRONIUM BROMIDE",
"TIOTROPIUM AND OLODATEROL",
"UMECLIDINIUM BROMIDE AND VILANTEROL TRIFENATATE"
],
"ICS": [
"BECLOMETASONE DIPROPIONATE",
"BUDESONIDE",
"CICLESONIDE",
"FLUTICASONE PROPIONATE",
"MOMETASONE FUROATE"
],
"LABA-ICS": [
"BECLOMETASONE DIPROPIONATE AND FORMOTEROL FUMARATE",
"BUDESONIDE WITH FORMOTEROL FUMARATE",
"FLUTICASONE FUROATE AND VILANTEROL",
"FLUTICASONE PROPIONATE AND FORMOTEROL FUMARATE",
"SALMETEROL WITH FLUTICASONE PROPIONATE"
],
"LAMA +LABA-ICS": [
"BECLOMETASONE DIPROPIONATE AND FORMOTEROL FUMARATE AND GLYCOPYRRONIUM",
"FLUTICASONE FUROATE WITH UMECLIDINIUM BROMIDE AND VILANTEROL TRIFENATATE"
],
"LABA-LAMA-ICS": [],
"SABA + SAMA": [
"SALBUTAMOL WITH IPRATROPIUM"
],
"MCS": [
"NEDOCROMIL SODIUM",
"SODIUM CROMOGLICATE"
],
"Ignore": [
"MENTHOL WITH EUCALYPTUS"
]
}