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Model and Type for Medication Impact

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1

$begingroup$

I have following 3 datasets from various patients:

• Diagnosis Dataset: Patient_Key, Diagnosis Code,Diagnosis Date


• Medication Dataset: Patient_Key, Medication Name, Dose, Fill Date


• Lab Result Dataset:: Patient Key,Lab Test Name,Lab Result Value,Test Date

For, all patients who have hypertension diagnosis preexisting at least 3 years ago, I need to find which medication is helping to reduce Creatinine value (lab result for Creatinine test). Should this be a supervised learning or unsupervised learning? What will be useful models for this objective?

machine-learning neural-network deep-learning data-mining data-science-model

share|improve this question

asked 30 mins ago

LijoLijo

1113

$endgroup$

add a comment | 

0

1

$begingroup$

I have following 3 datasets from various patients:

• Diagnosis Dataset: Patient_Key, Diagnosis Code,Diagnosis Date


• Medication Dataset: Patient_Key, Medication Name, Dose, Fill Date


• Lab Result Dataset:: Patient Key,Lab Test Name,Lab Result Value,Test Date

For, all patients who have hypertension diagnosis preexisting at least 3 years ago, I need to find which medication is helping to reduce Creatinine value (lab result for Creatinine test). Should this be a supervised learning or unsupervised learning? What will be useful models for this objective?

machine-learning neural-network deep-learning data-mining data-science-model

share|improve this question

asked 30 mins ago

LijoLijo

1113

$endgroup$

add a comment | 

$begingroup$

I have following 3 datasets from various patients:

• Diagnosis Dataset: Patient_Key, Diagnosis Code,Diagnosis Date


• Medication Dataset: Patient_Key, Medication Name, Dose, Fill Date


• Lab Result Dataset:: Patient Key,Lab Test Name,Lab Result Value,Test Date

For, all patients who have hypertension diagnosis preexisting at least 3 years ago, I need to find which medication is helping to reduce Creatinine value (lab result for Creatinine test). Should this be a supervised learning or unsupervised learning? What will be useful models for this objective?

machine-learning neural-network deep-learning data-mining data-science-model

share|improve this question

asked 30 mins ago

LijoLijo

1113

$endgroup$

share|improve this question

asked 30 mins ago

LijoLijo

1113

share|improve this question

asked 30 mins ago

LijoLijo

1113

asked 30 mins ago

LijoLijo

1113

asked 30 mins ago

LijoLijo

1113