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Patient’s Condition Classification
Using Drug Reviews
Faysal Miah ID: 1721758042
Miraz Ibn Azad ID: 1721910042
Doctors and Specialists using the results of tests labs of patients to classify their needed care, which is
time-consuming. The purpose of this project is to utilize Natural Language Processing(NLP) and Machine
Learning in classifying patient to reduce the efforts and time expanded by the doctors and evaluate the
type of patient at an early stage.
Problem Statement and Workflow
❏ Dataset - https://archive.ics.uci.edu/ml/datasets/Drug+Review+Dataset+%28Drugs.com%29
❏ Lemmatization
❏ Model Building
❏ Evaluation
Result
Bag of Word TFIDF : Trigrams
Patient’s Condition Classification Using Drug Reviews.pptx

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Patient’s Condition Classification Using Drug Reviews.pptx

  • 1. Patient’s Condition Classification Using Drug Reviews Faysal Miah ID: 1721758042 Miraz Ibn Azad ID: 1721910042
  • 2. Doctors and Specialists using the results of tests labs of patients to classify their needed care, which is time-consuming. The purpose of this project is to utilize Natural Language Processing(NLP) and Machine Learning in classifying patient to reduce the efforts and time expanded by the doctors and evaluate the type of patient at an early stage. Problem Statement and Workflow ❏ Dataset - https://archive.ics.uci.edu/ml/datasets/Drug+Review+Dataset+%28Drugs.com%29 ❏ Lemmatization ❏ Model Building ❏ Evaluation
  • 3. Result Bag of Word TFIDF : Trigrams