Avishek Choudhury

Stevens Institute of Technology

PhD Student

NJ

United States

SCHOLARLY PAPERS

11

DOWNLOADS
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141

CITATIONS
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Top 43,825

in Total Papers Citations

7

Ideas:
“  Computer-Human interaction and Bioinformatics  ”

Scholarly Papers (11)

1.

Hourly Forecasting of Emergency Department Arrivals – Time Series Analysis

Number of pages: 17 Posted: 11 Jan 2019
Avishek Choudhury
Stevens Institute of Technology
Downloads 27 (481,064)

Abstract:

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ARIMA, Emergency Department Overcrowding, Time Series Forecasting

2.

Forecasting Cardiology Admissions from Catheterization Laboratory

Choudhury A., Perumalla S., Greene C., Cardiology Admissions from Catheterization Laboratory-Time Series Forecasting, Proceedings of the IISE Annual Conference and Expo, Orlando, 2019
Number of pages: 7 Posted: 12 Jan 2019 Last Revised: 01 May 2019
Avishek Choudhury, Sunanda Perumalla and Christopher Greene
Stevens Institute of Technology, Texas Tech University and Binghamton University
Downloads 18 (526,208)
Citation 2

Abstract:

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Catheterization Laboratory, Cardiology Admissions, Telemetry Bed, Time Series Forecasting

3.

Prognosticating Autism Spectrum Disorder Using Artificial Neural Network: Levenberg-Marquardt Algorithm

Avishek Choudhury, Christopher M Greene. Prognosticating Autism Spectrum Disorder Using Artificial Neural Network: Levenberg-Marquardt Algorithm. Archives of Clinical and Biomedical Research. 2 (2018): 188-197
Number of pages: 10 Posted: 23 Dec 2018
Avishek Choudhury and Christopher Greene
Stevens Institute of Technology and Binghamton University
Downloads 16 (537,653)
Citation 7

Abstract:

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Neural networks, The Levenberg-Marquardt algorithm, Clinal decision support system, Autism diagnosis

4.

Humanoid Robot-Application and Influence

Avishek Choudhury, Huiyan Li, Christopher M Greene, Sunanda Perumalla. Humanoid Robot-Application and Influence. Archives of Clinical and Biomedical Research 2 (2018): 198-227
Number of pages: 30 Posted: 23 Dec 2018
Stevens Institute of Technology, State University of New York (SUNY), Binghamton University and Texas Tech University
Downloads 15 (543,568)

Abstract:

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Assistive Technology; Healthcare; Education; Human Behavior

5.

Decision Support System for Renal Transplantation

Avishek Choudhury, Ehsan khan, Decision Support System for Renal Transplantation, Proceedings of the 2018 IISE Annual Conference, Orlando., p. 431-436
Number of pages: 6 Posted: 23 Dec 2018
Muhammad Ehsan Khan, Avishek Choudhury, Daehan Won and Amy Friedman
Binghamton University, Stevens Institute of Technology, Binghamton University and LiveOnNY
Downloads 14 (549,531)
Citation 3

Abstract:

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Organ transplantation, Kidney transplantation, deceased kidney donor, Gradient Boosting Classifier, Random Forest

6.

Using Predictive Analytics for Cancer Identification

Choudhury,A., Eksioglu, B., 2019, "Using predictive analytics for cancer identification," Proceedings of the 2019 IISE Annual Conference, Orlando.
Number of pages: 6 Posted: 06 May 2019
Avishek Choudhury and Burak Eksioglu
Stevens Institute of Technology and Clemson University
Downloads 13 (555,423)

Abstract:

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7.

Classification of Cervical Cancer Dataset

Avishek Choudhury, Wesabi, Classification of Cervical Cancer Dataset, Proceedings of the 2018 IISE Annual Conference, Orlando, p. 1456-1461
Number of pages: 6 Posted: 23 Dec 2018
Y. M. S. Al-Wesabi, Avishek Choudhury and Daehan Won
Binghamton University, Stevens Institute of Technology and Binghamton University
Downloads 13 (555,423)
Citation 3

Abstract:

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Cervical cancer, feature selection, classification, imbalanced data, over-sampling

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Predictive modeling, Prior authorization, Post-acute care, Acute rehabilitation, Skilled nursing facility, Inpatient length of stay

9.

Evaluating Patient Readmission Risk: A Predictive Analytics Approach

American Journal of Engineering and Applied Sciences (2018)
Number of pages: 12 Posted: 23 Dec 2018 Last Revised: 28 Dec 2018
Avishek Choudhury and Christopher Greene
Stevens Institute of Technology and Binghamton University
Downloads 7 (592,358)
Citation 3

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Prediction Model, Patient Readmission Risk, Healthcare Expenses, Healthcare Quality, Optimization Model

10.

Identification of Cancer: Mesothelioma’s Disease Using Logistic Regression and Association Rule

American Journal of Engineering and Applied Sciences (2018)
Number of pages: 10 Posted: 23 Dec 2018 Last Revised: 30 Dec 2018
Avishek Choudhury
Stevens Institute of Technology
Downloads 5 (605,362)
Citation 2

Abstract:

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Logistic Regression, Mesothelioma, Predictive Modeling, Cancer Detection, Association Rules

11.

Classification of Functioning, Disability, and Health: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics

Choudhury A., Classification of Functioning, Disability, and Health: ICF-CY Self Care.(SCADI DATASET) Using Predictive Analytics, Proceedings of the IISE Annual Conference and Expo, Orlando, 2019
Number of pages: 8 Posted: 11 Jan 2019 Last Revised: 29 Apr 2019
Avishek Choudhury
Stevens Institute of Technology
Downloads 2 (629,977)

Abstract:

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Predictive modeling, Supervised Machine learning, ICF-CY, Multidimensional data