Natural language processing used for calculating a patient readmission probability.
Patient-Summary! helps in finding the readmission probability of a patient with short summary of text.
- Easy to Generate New Model apt to requirements.
- Adaptable colab iterface for fast computing.
- East understanding of every step.
- Latent semantic analyser for summary generation.
- Admissions.csv
- Open using google colab for basic installed libraries.
- Run each cell to get the output for next steps.
- The probability more than 0.5 indicates that the patient must be readmitted else not.
- The LSA also generates a short summary of the text field for each patient.
Enter the patient number for which you want the readmission probability and summary of the issue: 111
The probability of readmitting patient number 111 is --> 0.5091727115353961
The summary of patient number 111 is --> The left anterior descending has 30 to 40% narrowing with tortuosity in its proximal portion, patent first septal perforator branch.