Git Product home page Git Product logo

nbse_score_clinical_patient_notes's Introduction

NBSE - Score Clinical Patient Notes

Introduction

NBSE → National Board of Medical Examiners

NBSE conducts exam for physicians, scoring them on basis of “patient notes” which is a note that a physicians are required to make after analyzing patient’s symptoms.

The accuracy of these notes can have direct effect on a patient.

Task

map “clinical concept” features provided to the patient’s note annotation.

Provided Information for solving the task

train.csv

  1. id = pair of patient note and feature, (pn_num_feature_num)
  2. case_num = case to which patient note belongs
  3. pn_num = patient note annotated in this row.
  4. feature_num = the feature annotated in this row.
  5. annotation = text within a patient note indicating a feature
  6. location = character span indicating location of each annotation within the note.

features.csv

  1. feature_num = unique id for feature
  2. case_num = case in which patient belongs.
  3. feature_text = description of the feature.

patient_notes.csv

  1. pn_num = unique id for patient note
  2. case_num = reference to clinical case a patient note represents
  3. pn_history = text of encounter by test taker.

Challenges

The biggest challenge is a feature can be expressed in many ways example-

Feature → “loss of interest in activities”

expressed → “no longer plays tennis”

nbse_score_clinical_patient_notes's People

Contributors

dhrvjha avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.