kvenanzi/vandf-rxnorm-biencoder
Sentence Similarity • 0.1B • Updated • 7 • 1
Datasets:
rxcui stringlengths 4 7 ⌀ | tty stringclasses 2
values | name stringlengths 20 2.4k ⌀ | ingredients listlengths 1 23 ⌀ | ingredient_rxcuis listlengths 1 23 ⌀ | strength stringlengths 4 297 ⌀ | dose_form stringclasses 125
values | quantity stringclasses 192
values | brand stringlengths 3 49 ⌀ | split stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|
1000000 | SBD | amlodipine 5 MG / hydrochlorothiazide 12.5 MG / olmesartan medoxomil 40 MG Oral Tablet [Tribenzor] | [
"amlodipine",
"hydrochlorothiazide",
"olmesartan"
] | [
"17767",
"5487",
"321064"
] | 5 MG / 12.5 MG / 40 MG | Oral Tablet | null | Tribenzor | mixed |
1000001 | SCD | amlodipine 5 MG / hydrochlorothiazide 25 MG / olmesartan medoxomil 40 MG Oral Tablet | [
"amlodipine",
"hydrochlorothiazide",
"olmesartan"
] | [
"17767",
"5487",
"321064"
] | 5 MG / 25 MG / 40 MG | Oral Tablet | null | null | mixed |
1000005 | SBD | amlodipine 5 MG / hydrochlorothiazide 25 MG / olmesartan medoxomil 40 MG Oral Tablet [Tribenzor] | [
"amlodipine",
"hydrochlorothiazide",
"olmesartan"
] | [
"17767",
"5487",
"321064"
] | 5 MG / 25 MG / 40 MG | Oral Tablet | null | Tribenzor | mixed |
1000009 | SCD | dimethicone 100 MG/ML / miconazole nitrate 20 MG/ML / zinc oxide 100 MG/ML Topical Spray | [
"dimethicone",
"miconazole",
"zinc oxide"
] | [
"324072",
"6932",
"11423"
] | 100 MG/ML / 20 MG/ML / 100 MG/ML | Topical Spray | null | null | mixed |
1000013 | SCD | whole wheat allergenic extract 50 MG/ML Injectable Solution | [
"whole wheat allergenic extract"
] | [
"901299"
] | 50 MG/ML | Injectable Solution | null | null | test |
1000024 | SCD | methenamine mandelate 100 MG/ML Oral Suspension | [
"methenamine"
] | [
"6832"
] | 100 MG/ML | Oral Suspension | null | null | train |
1000025 | SCD | methenamine hippurate 1000 MG Oral Capsule | [
"methenamine"
] | [
"6832"
] | 1000 MG | Oral Capsule | null | null | train |
1000048 | SCD | doxepin 10 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 10 MG | Oral Capsule | null | null | val |
1000054 | SCD | doxepin 10 MG/ML Oral Solution | [
"doxepin"
] | [
"3638"
] | 10 MG/ML | Oral Solution | null | null | val |
1000058 | SCD | doxepin 100 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 100 MG | Oral Capsule | null | null | val |
1000064 | SCD | doxepin 150 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 150 MG | Oral Capsule | null | null | val |
1000070 | SCD | doxepin 25 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 25 MG | Oral Capsule | null | null | val |
1000076 | SCD | doxepin 50 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 50 MG | Oral Capsule | null | null | val |
1000085 | SCD | alcaftadine 2.5 MG/ML Ophthalmic Solution | [
"alcaftadine"
] | [
"1000082"
] | 2.5 MG/ML | Ophthalmic Solution | null | null | train |
1000089 | SBD | alcaftadine 2.5 MG/ML Ophthalmic Solution [Lastacaft] | [
"alcaftadine"
] | [
"1000082"
] | 2.5 MG/ML | Ophthalmic Solution | null | Lastacaft | train |
1000091 | SCD | doxepin hydrochloride 50 MG/ML Topical Cream | [
"doxepin"
] | [
"3638"
] | 50 MG/ML | Topical Cream | null | null | val |
1000093 | SBD | doxepin hydrochloride 50 MG/ML Topical Cream [Prudoxin] | [
"doxepin"
] | [
"3638"
] | 50 MG/ML | Topical Cream | null | Prudoxin | val |
1000095 | SBD | doxepin hydrochloride 50 MG/ML Topical Cream [Zonalon] | [
"doxepin"
] | [
"3638"
] | 50 MG/ML | Topical Cream | null | Zonalon | val |
1000097 | SCD | doxepin 75 MG Oral Capsule | [
"doxepin"
] | [
"3638"
] | 75 MG | Oral Capsule | null | null | val |
1000107 | SCD | incobotulinumtoxinA 200 UNT Injection | [
"botulinum toxin type A"
] | [
"1712"
] | 200 UNT | Injection | null | null | train |
1000114 | SCD | medroxyprogesterone acetate 10 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 10 MG | Oral Tablet | null | null | test |
1000124 | SBD | medroxyprogesterone acetate 10 MG Oral Tablet [Provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 10 MG | Oral Tablet | null | Provera | test |
1000126 | SCD | 1 ML medroxyprogesterone acetate 150 MG/ML Injection | [
"medroxyprogesterone"
] | [
"6691"
] | 150 MG/ML | Injection | 1 ML | null | test |
1000128 | SBD | 1 ML medroxyprogesterone acetate 150 MG/ML Injection [Depo-Provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 150 MG/ML | Injection | 1 ML | Depo-Provera | test |
1000135 | SCD | medroxyprogesterone acetate 2.5 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 2.5 MG | Oral Tablet | null | null | test |
1000139 | SBD | medroxyprogesterone acetate 2.5 MG Oral Tablet [Provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 2.5 MG | Oral Tablet | null | Provera | test |
1000141 | SCD | medroxyprogesterone acetate 5 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 5 MG | Oral Tablet | null | null | test |
1000145 | SBD | medroxyprogesterone acetate 5 MG Oral Tablet [Provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 5 MG | Oral Tablet | null | Provera | test |
1000149 | SCD | estradiol cypionate 10 MG/ML / medroxyprogesterone acetate 50 MG/ML Injectable Suspension | [
"estradiol",
"medroxyprogesterone"
] | [
"4083",
"6691"
] | 10 MG/ML / 50 MG/ML | Injectable Suspension | null | null | mixed |
1000153 | SCD | 1 ML medroxyprogesterone acetate 150 MG/ML Prefilled Syringe | [
"medroxyprogesterone"
] | [
"6691"
] | 150 MG/ML | Prefilled Syringe | 1 ML | null | test |
1000154 | SBD | 1 ML medroxyprogesterone acetate 150 MG/ML Prefilled Syringe [Depo-Provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 150 MG/ML | Prefilled Syringe | 1 ML | Depo-Provera | test |
1000156 | SCD | 0.65 ML medroxyprogesterone acetate 160 MG/ML Prefilled Syringe | [
"medroxyprogesterone"
] | [
"6691"
] | 160 MG/ML | Prefilled Syringe | 0.65 ML | null | test |
1000158 | SBD | 0.65 ML medroxyprogesterone acetate 160 MG/ML Prefilled Syringe [depo-subQ provera] | [
"medroxyprogesterone"
] | [
"6691"
] | 160 MG/ML | Prefilled Syringe | 0.65 ML | depo-subQ provera | test |
1000161 | SCD | estradiol valerate 2 MG / medroxyprogesterone acetate 20 MG Oral Tablet | [
"estradiol",
"medroxyprogesterone"
] | [
"4083",
"6691"
] | 2 MG / 20 MG | Oral Tablet | null | null | mixed |
1000163 | SCD | Alternaria alternata allergenic extract 20000 UNT/ML Injectable Solution | [
"Alternaria alternata allergenic extract"
] | [
"901845"
] | 20000 UNT/ML | Injectable Solution | null | null | train |
1000351 | SCD | estrogens, conjugated (USP) 0.3 MG / medroxyprogesterone acetate 1.5 MG Oral Tablet | [
"estrogens, conjugated (USP)",
"medroxyprogesterone"
] | [
"4099",
"6691"
] | 0.3 MG / 1.5 MG | Oral Tablet | null | null | mixed |
1000352 | SCD | estrogens, conjugated (USP) 0.45 MG / medroxyprogesterone acetate 1.5 MG Oral Tablet | [
"estrogens, conjugated (USP)",
"medroxyprogesterone"
] | [
"4099",
"6691"
] | 0.45 MG / 1.5 MG | Oral Tablet | null | null | mixed |
1000353 | SCD | estrogens, conjugated (USP) 0.625 MG / estrogens, esterified (USP) 0.625 MG / medroxyprogesterone acetate 5 MG Oral Tablet | [
"estrogens, conjugated (USP)",
"estrogens, esterified (USP)",
"medroxyprogesterone"
] | [
"4099",
"214549",
"6691"
] | 0.625 MG / 0.625 MG / 5 MG | Oral Tablet | null | null | mixed |
1000355 | SCD | estrogens, conjugated (USP) 0.625 MG / medroxyprogesterone acetate 2.5 MG Oral Tablet | [
"estrogens, conjugated (USP)",
"medroxyprogesterone"
] | [
"4099",
"6691"
] | 0.625 MG / 2.5 MG | Oral Tablet | null | null | mixed |
1000356 | SCD | estrogens, conjugated (USP) 0.625 MG / medroxyprogesterone acetate 5 MG Oral Tablet | [
"estrogens, conjugated (USP)",
"medroxyprogesterone"
] | [
"4099",
"6691"
] | 0.625 MG / 5 MG | Oral Tablet | null | null | mixed |
1000364 | SCD | medroxyprogesterone acetate 100 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 100 MG | Oral Tablet | null | null | test |
1000374 | SCD | medroxyprogesterone acetate 160 MG/ML Injectable Suspension | [
"medroxyprogesterone"
] | [
"6691"
] | 160 MG/ML | Injectable Suspension | null | null | test |
1000376 | SCD | medroxyprogesterone acetate 200 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 200 MG | Oral Tablet | null | null | test |
1000378 | SCD | medroxyprogesterone acetate 200 MG/ML Injectable Suspension | [
"medroxyprogesterone"
] | [
"6691"
] | 200 MG/ML | Injectable Suspension | null | null | test |
1000380 | SCD | medroxyprogesterone acetate 250 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 250 MG | Oral Tablet | null | null | test |
1000384 | SCD | medroxyprogesterone acetate 400 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 400 MG | Oral Tablet | null | null | test |
1000386 | SCD | medroxyprogesterone acetate 500 MG Oral Tablet | [
"medroxyprogesterone"
] | [
"6691"
] | 500 MG | Oral Tablet | null | null | test |
1000405 | SCD | norethindrone acetate 5 MG Oral Tablet | [
"norethindrone"
] | [
"7514"
] | 5 MG | Oral Tablet | null | null | test |
1000407 | SBD | norethindrone acetate 5 MG Oral Tablet [Aygestin] | [
"norethindrone"
] | [
"7514"
] | 5 MG | Oral Tablet | null | Aygestin | test |
1000495 | SCD | resveratrol 250 MG Oral Capsule | [
"resveratrol"
] | [
"1000492"
] | 250 MG | Oral Capsule | null | null | test |
1000502 | SCD | dextromethorphan hydrobromide 6 MG/ML / guaifenesin 40 MG/ML / phenylephrine hydrochloride 1.5 MG/ML Oral Solution | [
"dextromethorphan",
"guaifenesin",
"phenylephrine"
] | [
"3289",
"5032",
"8163"
] | 6 MG/ML / 40 MG/ML / 1.5 MG/ML | Oral Solution | null | null | mixed |
1000556 | SCD | fluorometholone 1 MG/ML / sulfacetamide sodium 100 MG/ML Ophthalmic Suspension | [
"fluorometholone",
"sulfacetamide"
] | [
"4491",
"10169"
] | 1 MG/ML / 100 MG/ML | Ophthalmic Suspension | null | null | train |
1000636 | SCD | dimethicone 12.5 MG/ML Topical Lotion | [
"dimethicone"
] | [
"324072"
] | 12.5 MG/ML | Topical Lotion | null | null | train |
1000638 | SCD | pilocarpine hydrochloride 0.04 MG/MG Ophthalmic Gel | [
"pilocarpine"
] | [
"8328"
] | 0.04 MG/MG | Ophthalmic Gel | null | null | val |
1000647 | SCD | pilocarpine hydrochloride 10 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 10 MG/ML | Ophthalmic Solution | null | null | val |
1000660 | SBD | pilocarpine hydrochloride 10 MG/ML Ophthalmic Solution [Pilocar] | [
"pilocarpine"
] | [
"8328"
] | 10 MG/ML | Ophthalmic Solution | null | Pilocar | val |
1000664 | SCD | pilocarpine hydrochloride 100 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 100 MG/ML | Ophthalmic Solution | null | null | val |
1000668 | SCD | pilocarpine hydrochloride 2.5 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 2.5 MG/ML | Ophthalmic Solution | null | null | val |
1000673 | SCD | sulfacetamide sodium 0.1 MG/MG Ophthalmic Ointment | [
"sulfacetamide"
] | [
"10169"
] | 0.1 MG/MG | Ophthalmic Ointment | null | null | train |
1000713 | SCD | sulfacetamide sodium 0.1 MG/MG Topical Gel | [
"sulfacetamide"
] | [
"10169"
] | 0.1 MG/MG | Topical Gel | null | null | train |
1000720 | SBD | sulfacetamide sodium 100 MG/ML / sulfur 10 MG/ML Medicated Liquid Soap [BP 10-Wash] | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 10 MG/ML | Medicated Liquid Soap | null | BP 10-Wash | mixed |
1000731 | SCD | sulfacetamide sodium 100 MG/ML / sulfur 20 MG/ML Topical Cream | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 20 MG/ML | Topical Cream | null | null | mixed |
1000736 | SBD | sulfacetamide sodium 100 MG/ML / sulfur 20 MG/ML Topical Cream [Avar] | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 20 MG/ML | Topical Cream | null | Avar | mixed |
1000859 | SCD | sulfacetamide sodium 100 MG/ML / sulfur 40 MG/ML Medicated Liquid Soap | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 40 MG/ML | Medicated Liquid Soap | null | null | mixed |
1000861 | SBD | sulfacetamide sodium 100 MG/ML / sulfur 40 MG/ML Medicated Liquid Soap [BP Cleansing Wash] | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 40 MG/ML | Medicated Liquid Soap | null | BP Cleansing Wash | mixed |
1000862 | SCD | pilocarpine hydrochloride 20 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 20 MG/ML | Ophthalmic Solution | null | null | val |
1000868 | SCD | sulfacetamide sodium 0.025 MG/MG Ophthalmic Ointment | [
"sulfacetamide"
] | [
"10169"
] | 0.025 MG/MG | Ophthalmic Ointment | null | null | train |
1000870 | SBD | pilocarpine hydrochloride 20 MG/ML Ophthalmic Solution [Isoptocarpine] | [
"pilocarpine"
] | [
"8328"
] | 20 MG/ML | Ophthalmic Solution | null | Isoptocarpine | val |
1000874 | SCD | sulfacetamide sodium 0.06 MG/MG Ophthalmic Ointment | [
"sulfacetamide"
] | [
"10169"
] | 0.06 MG/MG | Ophthalmic Ointment | null | null | train |
1000876 | SBD | pilocarpine hydrochloride 20 MG/ML Ophthalmic Solution [Pilocar] | [
"pilocarpine"
] | [
"8328"
] | 20 MG/ML | Ophthalmic Solution | null | Pilocar | val |
1000884 | SCD | pilocarpine hydrochloride 30 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 30 MG/ML | Ophthalmic Solution | null | null | val |
1000895 | SCD | sulfacetamide sodium 100 MG/ML / sulfur 20 MG/ML Medicated Liquid Soap | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 20 MG/ML | Medicated Liquid Soap | null | null | mixed |
1000897 | SCD | pilocarpine hydrochloride 40 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 40 MG/ML | Ophthalmic Solution | null | null | val |
1000903 | SBD | pilocarpine hydrochloride 40 MG/ML Ophthalmic Solution [Isoptocarpine] | [
"pilocarpine"
] | [
"8328"
] | 40 MG/ML | Ophthalmic Solution | null | Isoptocarpine | val |
1000907 | SBD | pilocarpine hydrochloride 40 MG/ML Ophthalmic Solution [Pilocar] | [
"pilocarpine"
] | [
"8328"
] | 40 MG/ML | Ophthalmic Solution | null | Pilocar | val |
1000913 | SCD | pilocarpine hydrochloride 5 MG Oral Tablet | [
"pilocarpine"
] | [
"8328"
] | 5 MG | Oral Tablet | null | null | val |
1000915 | SBD | pilocarpine hydrochloride 5 MG Oral Tablet [Salagen] | [
"pilocarpine"
] | [
"8328"
] | 5 MG | Oral Tablet | null | Salagen | val |
1000917 | SCD | pilocarpine hydrochloride 5 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 5 MG/ML | Ophthalmic Solution | null | null | val |
1000939 | SCD | pilocarpine hydrochloride 60 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 60 MG/ML | Ophthalmic Solution | null | null | val |
1000946 | SCD | sulfacetamide sodium 100 MG/ML / sulfur 40 MG/ML Medicated Pad | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 40 MG/ML | Medicated Pad | null | null | mixed |
1000976 | SBD | sulfacetamide sodium 100 MG/ML / sulfur 40 MG/ML Medicated Pad [Sumaxin] | [
"sulfacetamide",
"sulfur"
] | [
"10169",
"10223"
] | 100 MG/ML / 40 MG/ML | Medicated Pad | null | Sumaxin | mixed |
1000978 | SCD | oxymetazoline hydrochloride 0.25 MG/ML Nasal Solution | [
"oxymetazoline"
] | [
"7812"
] | 0.25 MG/ML | Nasal Solution | null | null | train |
1000981 | SCD | oxymetazoline hydrochloride 0.25 MG/ML Ophthalmic Solution | [
"oxymetazoline"
] | [
"7812"
] | 0.25 MG/ML | Ophthalmic Solution | null | null | train |
1000987 | SCD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Solution | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Solution | null | null | train |
1000990 | SCD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | null | train |
1000992 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Afrin] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Afrin | train |
1000994 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Allerest 12 Hour Nasal Spray] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Allerest 12 Hour Nasal Spray | train |
1000996 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Dristan 12-Hour Nasal Spray] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Dristan 12-Hour Nasal Spray | train |
1001002 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Duramist Plus] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Duramist Plus | train |
1001004 | SCD | pilocarpine hydrochloride 7.5 MG Oral Tablet | [
"pilocarpine"
] | [
"8328"
] | 7.5 MG | Oral Tablet | null | null | val |
1001006 | SBD | pilocarpine hydrochloride 7.5 MG Oral Tablet [Salagen] | [
"pilocarpine"
] | [
"8328"
] | 7.5 MG | Oral Tablet | null | Salagen | val |
1001014 | SCD | pilocarpine hydrochloride 80 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 80 MG/ML | Ophthalmic Solution | null | null | val |
1001054 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Neo-Synephrine 12 Hour] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Neo-Synephrine 12 Hour | train |
1001058 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Nostrilla] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Nostrilla | train |
1001066 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Sinex Long-Acting] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Sinex Long-Acting | train |
1001081 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Sudafed OM] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Sudafed OM | train |
1001084 | SBD | oxymetazoline hydrochloride 0.5 MG/ML Nasal Spray [Zicam Sinus Relief] | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Nasal Spray | null | Zicam Sinus Relief | train |
1001378 | SCD | oxymetazoline hydrochloride 0.5 MG/ML Ophthalmic Solution | [
"oxymetazoline"
] | [
"7812"
] | 0.5 MG/ML | Ophthalmic Solution | null | null | train |
1001402 | SCD | pilocarpine hydrochloride 1 MG/ML Ophthalmic Solution | [
"pilocarpine"
] | [
"8328"
] | 1 MG/ML | Ophthalmic Solution | null | null | val |
1001405 | SCD | docetaxel 20 MG/ML Injectable Solution | [
"docetaxel"
] | [
"72962"
] | 20 MG/ML | Injectable Solution | null | null | train |
End of preview. Expand in Data Studio
VANDF → RxNorm clinical drug pairs
VA National Drug File (VANDF) drug strings paired with the RxNorm clinical drug
(SCD/SBD) they denote, plus the full candidate pool and the VA names that have
no clinical-drug answer. Built from the RxNorm 2026-09-08 full monthly
release by scripts/03_build_dataset.py in https://github.com/kvenanzi/rxnorm.
The labels are NLM's own: a VANDF atom and an RXNORM SCD/SBD atom that share an RXCUI are the same drug. Nothing was hand-annotated. No PHI.
Files
| File | Rows | One row per |
|---|---|---|
pairs.parquet |
14,372 | (VA string, target concept). A VA string may be both a CD and an AB name; duplicates are merged. |
candidates.parquet |
27,287 | Active RxNorm SCD/SBD: the retrieval pool, with the same component labels. |
unmatched.parquet |
17,564 | Active VA CD/AB names with no SCD/SBD (val/test only): abstention examples. |
pairs.parquet
| Column | Meaning |
|---|---|
vandf_string |
The VA name, as in RXNCONSO.STR (e.g. HYOSCYAMINE SO4 0.125MG/5ML ELIXIR) |
vandf_ttys |
VANDF term types this string appears as (CD clinical drug name, AB print name) |
target_rxcui, target_tty, target_name |
The RxNorm concept (SCD generic / SBD branded) and its normalized name |
ingredients, ingredient_rxcuis |
IN-level ingredient names / RXCUIs (via SCDC ingredient_of) |
strength |
Per-ingredient strength from SCDC RXN_STRENGTH, joined with / |
dose_form |
RxNorm dose form (DF dose_form_of) |
quantity |
RXN_QUANTITY when present (e.g. 50 ML) |
brand |
Brand name for SBDs |
split |
train / val / test / mixed |
candidates.parquet has the target/component columns (as rxcui, tty, name, …)
and split. unmatched.parquet has vandf_string, vandf_ttys, rxcui,
rxnorm_tty (what RxNorm has for the concept instead, e.g. GPCK; null for
supplies and devices), split.
Split
By ingredient, 70/15/15: every IN RXCUI is hashed (md5 with a fixed salt)
into train/val/test, and a target inherits its ingredients' split. Combination
drugs whose ingredients fall in different splits are mixed and excluded from
train/val/test (training on one would leak a test ingredient). SBDs inherit
their generic SCD's ingredients so a brand and its generic share a split.
| Split | pairs | candidates | unmatched |
|---|---|---|---|
| train | 9,290 | 17,163 | – |
| val | 1,907 | 3,641 | 8,786 |
| test | 1,848 | 3,180 | 8,778 |
| mixed | 1,327 | 3,303 | – |
Test therefore measures generalization to drugs whose ingredients were never
seen in training. On this draw val is harder than test for every method tried
(TF-IDF 0.465 vs 0.509 acc@1), but that is a property of the draw, not the
task: over six salts of the same hash the val − test gap flips sign three times,
and the fine-tuned model's test acc@1 spans 0.874–0.931 (sd 0.019). The salt
for this release is rxnorm-2026-09-08-v1; the five re-draws (-v2 … -v6)
are built by scripts/03_build_dataset.py --salt in the repo and are logged
there as the W&B artifact vandf-rxnorm-splits. Report val and test both.
Known quirks
- Two VA strings map to more than one concept (an albuterol inhaler with three NDA-specific SCDs; a thyroid tablet with 30 and 32 MG). Any of them counts.
- Most
unmatchednames are supplies, devices, and nutrition products (easy rejections). ~800 are real drugs RxNorm only knows as packs (GPCK/BPCK) or at a vaguer level (SCDF/SCDG/IN): the hard abstention cases.
License
Derived exclusively from the VANDF and RXNORM source vocabularies of RxNorm,
both UMLS source restriction category 0 ("general terms of the License apply
with no additional restrictions"). RxNorm is produced by the U.S. National
Library of Medicine; VANDF is produced by the U.S. Department of Veterans
Affairs. Use is subject to the UMLS Metathesaurus License general terms. No
content from restricted sources (SNOMED CT, GS, MMX, NDDF, MMSL) is included.
References
- Nelson SJ, Zeng K, Kilbourne J, Powell T, Moore R (2011). "Normalized names for clinical drugs: RxNorm at 6 years". JAMIA 18(4):441–448. https://doi.org/10.1136/amiajnl-2011-000116
- Bodenreider O (2004). "The Unified Medical Language System (UMLS): integrating biomedical terminology". Nucleic Acids Research 32(Database issue):D267–D270. https://doi.org/10.1093/nar/gkh061
- UMLS Metathesaurus License Agreement Appendix (source restriction categories): https://www.nlm.nih.gov/research/umls/knowledge_sources/metathesaurus/release/license_agreement_appendix.html
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