A Mining Method to Predict Patients DOSH
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Review Papers | Computer Science & Engineering | India | Volume 3 Issue 11, November 2014

A Mining Method to Predict Patients DOSH

Ruchi Rathor, Pankaj Agarkar

Management of hospital resources is a major and composite activity that can highly influence the work rate of the hospitals services. Mostly, resource management is needed when patients are hospitalized, as large amount of resources are under exhaustion at that specific time. Hence, predicting the number of days a patient stays at the hospital can help in organizing the hospital resources. In this paper we propose a prediction model that predicts the Duration of Stay at the Hospital (DOSH) by the patient. We used basic clustering and classification method for the prediction. In this methodology, hidden anomalies and deviations can be brought out which cannot be featured by applying basic clustering, that will give an efficient prediction outgrowth.

Keywords: clustering, classification, prediction

Edition: Volume 3 Issue 11, November 2014

Pages: 1936 - 1938

Share this Article

How to Cite this Article?

Ruchi Rathor, Pankaj Agarkar, "A Mining Method to Predict Patients DOSH", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141207, Volume 3 Issue 11, November 2014, 1936 - 1938

127 PDF Views | 71 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'clustering'

| Weekly Popularity: ⮙2

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1936 - 1938

A Mining Method to Predict Patients DOSH

Ruchi Rathor, Pankaj Agarkar

Share this Article

| Weekly Popularity: ⮙3

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

| Weekly Popularity: ⮙7

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1742 - 1745

Enhancement of Leach Protocol in Wireless Sensor Network

Bipin Patel, Hardik Kadiya

Share this Article

| Weekly Popularity: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 872 - 877

Ranking and Clustering of Software Cost Estimation Models

Vijaya Wable, S. M. Shinde

Share this Article

| Weekly Popularity: ⮙4

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2461 - 2466

A Review of Text Mining Techniques Associated with Various Application Areas

Dr. Shilpa Dang, Peerzada Hamid Ahmad

Share this Article

Similar Articles with Keyword 'classification'

| Weekly Popularity: ⮙9

Research Paper, Computer Science & Engineering, Syria, Volume 10 Issue 3, March 2021

Pages: 524 - 528

Detection and Classification of Skin Cancer using Image Processing Techniques

Maha Shawish, Balsam Eid

Share this Article

| Weekly Popularity: ⮙12

Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1677 - 1680

Detecting Pneumonia from X-Ray Images using Deep Learning

Deep Piyushkumar Patel

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1682 - 1686

Support Vector Machine Based MRI Brain Tumor Detection

Nazima Yousuf, Mrigana Walia

Share this Article

| Weekly Popularity: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1615 - 1620

Traffic Sign Detection via Graph Based Ranking and Segmentation Algorithm

Premsai Cheedella

Share this Article

| Weekly Popularity: ⮙2

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1936 - 1938

A Mining Method to Predict Patients DOSH

Ruchi Rathor, Pankaj Agarkar

Share this Article

Similar Articles with Keyword 'prediction'

| Weekly Popularity: ⮙32

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

| Weekly Popularity: ⮙12

Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1677 - 1680

Detecting Pneumonia from X-Ray Images using Deep Learning

Deep Piyushkumar Patel

Share this Article

| Weekly Popularity: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 886 - 889

Survey on Algorithms Predicting Performance of Keyword Queries

Snehal Borole

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1669 - 1672

Random Forest Based Heart Disease Prediction

Adeen, Preeti Sondhi

Share this Article

| Weekly Popularity: ⮙1

Research Paper, Computer Science & Engineering, Sweden, Volume 9 Issue 12, December 2020

Pages: 1137 - 1139

Predicting Diabetes using Gradient Boosting is a Machine Learning Technique

Ali Adam Mohammad

Share this Article
Top