LATTE_ADRD: LATTE simulated data
In pda: Privacy-Preserving Distributed Algorithms

LATTE_ADRD

R Documentation

LATTE simulated data

Description

A simulated ADRD data set for Lossless Oneshot Algorithm for Target Trial Emulation (LATTE)

Usage

LATTE_ADRD

Format

A data frame with 1224 rows and 326 variables:

ID: Unique patient identifier
Stroke...Transient.Ischemic.Attack: History of Stroke or Transient Ischemic Attack, binary indicator
Acquired.Hypothyroidism: History of Acquired Hypothyroidism, binary indicator
Fibromyalgia..Chronic.Pain.and.Fatigue: History of Fibromyalgia, Chronic Pain and Fatigue, binary indicator
RA.OA..Rheumatoid.Arthritis..Osteoarthritis.: History of RA/OA (Rheumatoid Arthritis / Osteoarthritis), binary indicator
Hypertension: History of Hypertension, binary indicator
Anxiety.Disorders: History of Anxiety Disorders, binary indicator
Chronic.Obstructive.Pulmonary.Disease.and.Bronchiectasis: History of Chronic Obstructive Pulmonary Disease (COPD) and Bronchiectasis, binary indicator
Asthma: History of Asthma, binary indicator
Traumatic.Brain.Injury.and.Nonpsychotic.Mental.Disorders.due.to.Brain.Damage: History of Traumatic Brain Injury and Nonpsychotic Mental Disorders due to Brain Damage, binary indicator
Sleep.disorders: History of Sleep disorders, binary indicator
ADHD..Conduct.Disorders..and.Hyperkinetic.Syndrome: History of ADHD, Conduct Disorders, and Hyperkinetic Syndrome, binary indicator
Cataract: History of Cataract, binary indicator
Migraine.and.Chronic.Headache: History of Migraine and Chronic Headache, binary indicator
Depressive.Disorders: History of Depressive Disorders, binary indicator
Hyperlipidemia: History of Hyperlipidemia, binary indicator
Sensory...Deafness.and.Hearing.Impairment: History of Sensory Deafness and Hearing Impairment, binary indicator
Female...Male.Breast.Cancer: History of Female/Male Breast Cancer, binary indicator
Personality.Disorders: History of Personality Disorders, binary indicator
Anemia: History of Anemia, binary indicator
Chronic.Kidney.Disease: History of Chronic Kidney Disease, binary indicator
Schizophrenia.and.Other.Psychotic.Disorders: History of Schizophrenia and Other Psychotic Disorders, binary indicator
Glaucoma: History of Glaucoma, binary indicator
Peripheral.Vascular.Disease..PVD.: History of Peripheral Vascular Disease (PVD), binary indicator
Heart.Failure: History of Heart Failure, binary indicator
Pressure.and.Chronic.Ulcers: History of Pressure and Chronic Ulcers, binary indicator
Obesity: History of Obesity, binary indicator
Diabetes: History of Diabetes, binary indicator
Mobility.Impairments: History of Mobility Impairments, binary indicator
Benign.Prostatic.Hyperplasia: History of Benign Prostatic Hyperplasia, binary indicator
Drug.Use.Disorders: History of Drug Use Disorders, binary indicator
Alcohol.Use.Disorders: History of Alcohol Use Disorders, binary indicator
Post.Traumatic.Stress.Disorder..PTSD.: History of Post Traumatic Stress Disorder (PTSD), binary indicator
Atrial.Fibrillation: History of Atrial Fibrillation, binary indicator
Tobacco.Use: History of Tobacco Use, binary indicator
Ischemic.Heart.Disease: History of Ischemic Heart Disease, binary indicator
Liver.Disease..Cirrhosis.and.Other.Liver.Conditions..except.Viral.Hepatitis.: History of Liver Disease (Cirrhosis and Other Liver Conditions except Viral Hepatitis), binary indicator
Sensory...Blindness.and.Visual.Impairment: History of Sensory Blindness and Visual Impairment, binary indicator
Bipolar.Disorder: History of Bipolar Disorder, binary indicator
Depression: History of Depression, binary indicator
Prostate.Cancer: History of Prostate Cancer, binary indicator
Acute.Myocardial.Infarction: History of Acute Myocardial Infarction, binary indicator
Hip.Pelvic.Fracture: History of Hip/Pelvic Fracture, binary indicator
Other.Developmental.Delays: History of Other Developmental Delays, binary indicator
Viral.Hepatitis..General.: History of Viral Hepatitis (General), binary indicator
Sickle.Cell.Disease: History of Sickle Cell Disease, binary indicator
Multiple.Sclerosis.and.Transverse.Myelitis: History of Multiple Sclerosis and Transverse Myelitis, binary indicator
Leukemias.and.Lymphomas: History of Leukemias and Lymphomas, binary indicator
Opioid.Use.Disorder: History of Opioid Use Disorder, binary indicator
Colorectal.Cancer: History of Colorectal Cancer, binary indicator
Epilepsy: History of Epilepsy, binary indicator
Osteoporosis: History of Osteoporosis, binary indicator
Intellectual.Disabilities.and.Related.Conditions: History of Intellectual Disabilities and Related Conditions, binary indicator
Spinal.Cord.Injury: History of Spinal Cord Injury, binary indicator
Endometrial.Cancer: History of Endometrial Cancer, binary indicator
Spina.Bifida.and.Other.Congenital.Anomalies.of.the.Nervous.System: History of Spina Bifida and Other Congenital Anomalies of the Nervous System, binary indicator
Learning.Disabilities: History of Learning Disabilities, binary indicator
Periodontitis: History of Periodontitis, binary indicator
Lung.Cancer: History of Lung Cancer, binary indicator
Cystic.Fibrosis.and.Other.Metabolic.Developmental.Disorders: History of Cystic Fibrosis and Other Metabolic Developmental Disorders, binary indicator
Cerebral.Palsy: History of Cerebral Palsy, binary indicator
Human.Immunodeficiency.Virus.and.or.Acquired.Immunodeficiency.Syndrome..HIV.AIDS.: History of Human Immunodeficiency Virus and/or Acquired Immunodeficiency Syndrome (HIV/AIDS), binary indicator
Menopause: History of Menopause, binary indicator
Muscular.Dystrophy: History of Muscular Dystrophy, binary indicator
Autism.Spectrum.Disorders: History of Autism Spectrum Disorders, binary indicator
atorvastatin: History of atorvastatin use, binary indicator
hydrochlorothiazide: History of hydrochlorothiazide use, binary indicator
amlodipine: History of amlodipine use, binary indicator
aspirin: History of aspirin use, binary indicator
metoprolol: History of metoprolol use, binary indicator
levothyroxine: History of levothyroxine use, binary indicator
metformin: History of metformin use, binary indicator
lisinopril: History of lisinopril use, binary indicator
simvastatin: History of simvastatin use, binary indicator
sodium.chloride: History of sodium chloride use, binary indicator
omeprazole: History of omeprazole use, binary indicator
albuterol: History of albuterol use, binary indicator
potassium.chloride: History of potassium chloride use, binary indicator
sertraline: History of sertraline use, binary indicator
lidocaine: History of lidocaine use, binary indicator
furosemide: History of furosemide use, binary indicator
losartan: History of losartan use, binary indicator
donepezil: History of donepezil use, binary indicator
cholecalciferol: History of cholecalciferol use, binary indicator
ondansetron: History of ondansetron use, binary indicator
oxycodone: History of oxycodone use, binary indicator
lorazepam: History of lorazepam use, binary indicator
glucose.oxidase: History of glucose oxidase use, binary indicator
prednisone: History of prednisone use, binary indicator
fluticasone: History of fluticasone use, binary indicator
gabapentin: History of gabapentin use, binary indicator
rosuvastatin: History of rosuvastatin use, binary indicator
tamsulosin: History of tamsulosin use, binary indicator
fentanyl: History of fentanyl use, binary indicator
carbidopa: History of carbidopa use, binary indicator
pantoprazole: History of pantoprazole use, binary indicator
escitalopram: History of escitalopram use, binary indicator
insulin.aspart..human: History of insulin aspart (human) use, binary indicator
clonazepam: History of clonazepam use, binary indicator
carvedilol: History of carvedilol use, binary indicator
heparin: History of heparin use, binary indicator
bupropion: History of bupropion use, binary indicator
polyethylene.glycol.3350: History of polyethylene glycol 3350 use, binary indicator
pravastatin: History of pravastatin use, binary indicator
docusate: History of docusate use, binary indicator
vitamin.B12: History of vitamin B12 use, binary indicator
clopidogrel: History of clopidogrel use, binary indicator
atenolol: History of atenolol use, binary indicator
glipizide: History of glipizide use, binary indicator
ascorbic.acid: History of ascorbic acid use, binary indicator
glucose: History of glucose use, binary indicator
insulin.glargine: History of insulin glargine use, binary indicator
zolpidem: History of zolpidem use, binary indicator
warfarin: History of warfarin use, binary indicator
azithromycin: History of azithromycin use, binary indicator
trazodone: History of trazodone use, binary indicator
esomeprazole: History of esomeprazole use, binary indicator
sennosides..USP: History of sennosides (USP) use, binary indicator
propofol: History of propofol use, binary indicator
iopamidol: History of iopamidol use, binary indicator
diltiazem: History of diltiazem use, binary indicator
ibuprofen: History of ibuprofen use, binary indicator
dexamethasone: History of dexamethasone use, binary indicator
tramadol: History of tramadol use, binary indicator
amoxicillin: History of amoxicillin use, binary indicator
midazolam: History of midazolam use, binary indicator
lansoprazole: History of lansoprazole use, binary indicator
citalopram: History of citalopram use, binary indicator
valsartan: History of valsartan use, binary indicator
ciprofloxacin: History of ciprofloxacin use, binary indicator
famotidine: History of famotidine use, binary indicator
calcium.carbonate: History of calcium carbonate use, binary indicator
finasteride: History of finasteride use, binary indicator
levofloxacin: History of levofloxacin use, binary indicator
sulfamethoxazole: History of sulfamethoxazole use, binary indicator
duloxetine: History of duloxetine use, binary indicator
alprazolam: History of alprazolam use, binary indicator
naproxen: History of naproxen use, binary indicator
levetiracetam: History of levetiracetam use, binary indicator
ranitidine: History of ranitidine use, binary indicator
triamcinolone: History of triamcinolone use, binary indicator
salmeterol: History of salmeterol use, binary indicator
folic.acid: History of folic acid use, binary indicator
nifedipine: History of nifedipine use, binary indicator
ferrous.sulfate: History of ferrous sulfate use, binary indicator
morphine: History of morphine use, binary indicator
hydralazine: History of hydralazine use, binary indicator
montelukast: History of montelukast use, binary indicator
magnesium.sulfate: History of magnesium sulfate use, binary indicator
methylphenidate: History of methylphenidate use, binary indicator
hydrocortisone: History of hydrocortisone use, binary indicator
latanoprost: History of latanoprost use, binary indicator
quetiapine: History of quetiapine use, binary indicator
metronidazole: History of metronidazole use, binary indicator
diphenhydramine: History of diphenhydramine use, binary indicator
memantine: History of memantine use, binary indicator
methylprednisolone: History of methylprednisolone use, binary indicator
doxycycline: History of doxycycline use, binary indicator
fluoxetine: History of fluoxetine use, binary indicator
paroxetine: History of paroxetine use, binary indicator
gadobenate: History of gadobenate use, binary indicator
propranolol: History of propranolol use, binary indicator
ramipril: History of ramipril use, binary indicator
ezetimibe: History of ezetimibe use, binary indicator
allopurinol: History of allopurinol use, binary indicator
enoxaparin: History of enoxaparin use, binary indicator
apixaban: Binary indicator for history of apixaban
sildenafil: Binary indicator for history of sildenafil
oxybutynin: Binary indicator for history of oxybutynin
insulin.lispro: Binary indicator for history of insulin lispro
melatonin: Binary indicator for history of melatonin
tadalafil: Binary indicator for history of tadalafil
hydromorphone: Binary indicator for history of hydromorphone
ipratropium: Binary indicator for history of ipratropium
cephalexin: Binary indicator for history of cephalexin
lovastatin: Binary indicator for history of lovastatin
mirtazapine: Binary indicator for history of mirtazapine
venlafaxine: Binary indicator for history of venlafaxine
fenofibrate: Binary indicator for history of fenofibrate
guaifenesin: Binary indicator for history of guaifenesin
estradiol: Binary indicator for history of estradiol
nitroglycerin: Binary indicator for history of nitroglycerin
pregabalin: Binary indicator for history of pregabalin
lamotrigine: Binary indicator for history of lamotrigine
enalapril: Binary indicator for history of enalapril
ergocalciferol: Binary indicator for history of ergocalciferol
ketoconazole: Binary indicator for history of ketoconazole
spironolactone: Binary indicator for history of spironolactone
cyclobenzaprine: Binary indicator for history of cyclobenzaprine
meloxicam: Binary indicator for history of meloxicam
cetirizine: Binary indicator for history of cetirizine
alendronate: Binary indicator for history of alendronate
nortriptyline: Binary indicator for history of nortriptyline
bisacodyl: Binary indicator for history of bisacodyl
sitagliptin: Binary indicator for history of sitagliptin
salmon.oil: Binary indicator for history of salmon oil
olmesartan: Binary indicator for history of olmesartan
timolol: Binary indicator for history of timolol
nitrofurantoin: Binary indicator for history of nitrofurantoin
celecoxib: Binary indicator for history of celecoxib
glimepiride: Binary indicator for history of glimepiride
iohexol: Binary indicator for history of iohexol
clonidine: Binary indicator for history of clonidine
valacyclovir: Binary indicator for history of valacyclovir
ropinirole: Binary indicator for history of ropinirole
bupivacaine: Binary indicator for history of bupivacaine
benzonatate: Binary indicator for history of benzonatate
carbamazepine: Binary indicator for history of carbamazepine
meclizine: Binary indicator for history of meclizine
azelastine: Binary indicator for history of azelastine
diclofenac: Binary indicator for history of diclofenac
clobetasol: Binary indicator for history of clobetasol
ketorolac: Binary indicator for history of ketorolac
amphetamine: Binary indicator for history of amphetamine
budesonide: Binary indicator for history of budesonide
diazepam: Binary indicator for history of diazepam
repaglinide: Binary indicator for history of repaglinide
omega.3.acid.ethyl.esters..USP.: Binary indicator for history of omega-3-acid ethyl esters (USP)
methadone: Binary indicator for history of methadone
clindamycin: Binary indicator for history of clindamycin
rivaroxaban: Binary indicator for history of rivaroxaban
vitamin.E: Binary indicator for history of vitamin E
valproate: Binary indicator for history of valproate
tiotropium: Binary indicator for history of tiotropium
temazepam: Binary indicator for history of temazepam
chlorhexidine: Binary indicator for history of chlorhexidine
hydroxychloroquine: Binary indicator for history of hydroxychloroquine
nystatin: Binary indicator for history of nystatin
olanzapine: Binary indicator for history of olanzapine
nicotine: Binary indicator for history of nicotine
mometasone: Binary indicator for history of mometasone
prednisolone: Binary indicator for history of prednisolone
estrogens..conjugated..USP.: Binary indicator for history of conjugated estrogens (USP)
mupirocin: Binary indicator for history of mupirocin
loratadine: Binary indicator for history of loratadine
fexofenadine: Binary indicator for history of fexofenadine
solifenacin: Binary indicator for history of solifenacin
irbesartan: Binary indicator for history of irbesartan
ephedrine: Binary indicator for history of ephedrine
isosorbide: Binary indicator for history of isosorbide
gadoterate.meglumine: Binary indicator for history of gadoterate meglumine
ubidecarenone: Binary indicator for history of ubidecarenone
verapamil: Binary indicator for history of verapamil
promethazine: Binary indicator for history of promethazine
doxazosin: Binary indicator for history of doxazosin
fluconazole: Binary indicator for history of fluconazole
haloperidol: Binary indicator for history of haloperidol
rivastigmine: Binary indicator for history of rivastigmine
labetalol: Binary indicator for history of labetalol
eszopiclone: Binary indicator for history of eszopiclone
insulin.detemir: Binary indicator for history of insulin detemir
aripiprazole: Binary indicator for history of aripiprazole
vancomycin: Binary indicator for history of vancomycin
thiamine: Binary indicator for history of thiamine
epinephrine: Binary indicator for history of epinephrine
amitriptyline: Binary indicator for history of amitriptyline
tolterodine: Binary indicator for history of tolterodine
cefazolin: Binary indicator for history of cefazolin
lisdexamfetamine: Binary indicator for history of lisdexamfetamine
risperidone: Binary indicator for history of risperidone
mirabegron: Binary indicator for history of mirabegron
magnesium.oxide: Binary indicator for history of magnesium oxide
niacin: Binary indicator for history of niacin
pramipexole: Binary indicator for history of pramipexole
zoledronic.acid: Binary indicator for history of zoledronic acid
sex: Binary sex
age: Age (continuous)
race: Race
days: Time from index to event (continuous)
index_date: Index date of diagnosis
treatment: Binary treatment indicator
outcome_AD_value: Outcome binary indicator: AD
outcome_AD_time: Outcome time: AD
outcome_ADRD_value: Outcome binary indicator: ADRD
outcome_ADRD_time: Outcome time: ADRD
outcome_acute_conjunctivitis_value: Outcome binary indicator: acute conjunctivitis
outcome_acute_conjunctivitis_time: Outcome time: acute conjunctivitis
outcome_acute_tonsillitis_value: Outcome binary indicator: acute tonsillitis
outcome_acute_tonsillitis_time: Outcome time: acute tonsillitis
outcome_adhesive_capsulitis_of_shoulder_value: Outcome binary indicator: adhesive capsulitis of shoulder
outcome_adhesive_capsulitis_of_shoulder_time: Outcome time: adhesive capsulitis of shoulder
outcome_allergic_rhinitis_value: Outcome binary indicator: allergic rhinitis
outcome_allergic_rhinitis_time: Outcome time: allergic rhinitis
outcome_blepharitis_value: Outcome binary indicator: blepharitis
outcome_blepharitis_time: Outcome time: blepharitis
outcome_carpal_tunnel_syndrome_value: Outcome binary indicator: carpal tunnel syndrome
outcome_carpal_tunnel_syndrome_time: Outcome time: carpal tunnel syndrome
outcome_chalazion_value: Outcome binary indicator: chalazion
outcome_chalazion_time: Outcome time: chalazion
outcome_contact_dermatitis_value: Outcome binary indicator: contact dermatitis
outcome_contact_dermatitis_time: Outcome time: contact dermatitis
outcome_dental_caries_value: Outcome binary indicator: dental caries
outcome_dental_caries_time: Outcome time: dental caries
outcome_deviated_nasal_septum_value: Outcome binary indicator: deviated nasal septum
outcome_deviated_nasal_septum_time: Outcome time: deviated nasal septum
outcome_foreign_body_in_ear_value: Outcome binary indicator: foreign body in ear
outcome_foreign_body_in_ear_time: Outcome time: foreign body in ear
outcome_gout_value: Outcome binary indicator: gout
outcome_gout_time: Outcome time: gout
outcome_hemorrhoids_value: Outcome binary indicator: hemorrhoids
outcome_hemorrhoids_time: Outcome time: hemorrhoids
outcome_impacted_cerumen_value: Outcome binary indicator: impacted cerumen
outcome_impacted_cerumen_time: Outcome time: impacted cerumen
outcome_influenza_value: Outcome binary indicator: influenza
outcome_influenza_time: Outcome time: influenza
outcome_ingrowing_nail_value: Outcome binary indicator: ingrowing nail
outcome_ingrowing_nail_time: Outcome time: ingrowing nail
outcome_low_back_pain_value: Outcome binary indicator: low back pain
outcome_low_back_pain_time: Outcome time: low back pain
outcome_menieres_disease_value: Outcome binary indicator: menieres disease
outcome_menieres_disease_time: Outcome time: menieres disease
outcome_osteoarthritis_of_knee_value: Outcome binary indicator: osteoarthritis of knee
outcome_osteoarthritis_of_knee_time: Outcome time: osteoarthritis of knee
outcome_osteoporosis_value: Outcome binary indicator: osteoporosis
outcome_osteoporosis_time: Outcome time: osteoporosis
outcome_foot_drop_value: Outcome binary indicator: foot drop
outcome_foot_drop_time: Outcome time: foot drop
outcome_hearing_problem_value: Outcome binary indicator: hearing problem
outcome_hearing_problem_time: Outcome time: hearing problem
outcome_intra_abdominal_and_pelvic_swelling_mass_and_lump_value: Outcome binary indicator: intra abdominal and pelvic swelling mass and lump
outcome_intra_abdominal_and_pelvic_swelling_mass_and_lump_time: Outcome time: intra abdominal and pelvic swelling mass and lump
outcome_irritability_and_anger_value: Outcome binary indicator: irritability and anger
outcome_irritability_and_anger_time: Outcome time: irritability and anger
outcome_wristdrop_value: Outcome binary indicator: wristdrop
outcome_wristdrop_time: Outcome time: wristdrop
site: Study site identifier