Avishek Choudhury

Stevens Institute of Technology

PhD Student

NJ

United States

SCHOLARLY PAPERS

13

DOWNLOADS
Rank 107,290

SSRN RANKINGS

Top 107,290

in Total Papers Downloads

260

SSRN CITATIONS
Rank 22,541

SSRN RANKINGS

Top 22,541

in Total Papers Citations

13

CROSSREF CITATIONS

21

Ideas:
“  Patient Safety; Trust on Healthcare Artificial Intelligence; and AI-based Clinical Decision Making  ”

Scholarly Papers (13)

1.

Forecasting Hourly Emergency Department Arrival Using Time Series Analysis

British Journal of Healthcare Management. 2020;26(1):34–43. Doi. org/10.12968/bjhc.2019.0067
Number of pages: 10 Posted: 11 Jan 2019 Last Revised: 15 Jan 2020
Avishek Choudhury and Estefania Urena
Stevens Institute of Technology and affiliation not provided to SSRN
Downloads 51 (396,531)

Abstract:

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ARIMA, Emergency Department Overcrowding, Time Series Forecasting, ED Staffing, ED Management

2.
Downloads 41 (433,100)
Citation 4

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 31 (489,095)
Citation 1

Abstract:

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

Classification of Cervical Cancer Dataset

Al-Wesabi Y.M.S., Choudhury A: Classification of Cervical Cancer Dataset. In: Proceedings of the 2018 IISE Annual Conference. Edited by K. Barker, D. Berry, C. Rainwater: 2018; Orlando: IISE; 2018:1456-1461.
Number of pages: 6 Posted: 30 Sep 2019
Y. M. S. Al-Wesabi, Avishek Choudhury and Daehan Won
Binghamton University, Stevens Institute of Technology and Binghamton University
Downloads 10 (625,546)

Abstract:

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

3.

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

Archives of Clinical and Biomedical Research. 2 (2018): 188-197. DOI: 10.26502/acbr.50170058
Number of pages: 10 Posted: 23 Dec 2018 Last Revised: 10 Nov 2019
Avishek Choudhury and Christopher Greene
Stevens Institute of Technology and Binghamton University
Downloads 31 (476,714)
Citation 1

Abstract:

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

4.

Role of Artificial Intelligence, Clinicians & Policymakers in Clinical Decision Making: A Systems Viewpoint

In: 5th IEEE International Symposium on Systems Engineering (ISSE), Scotland (2019).
Number of pages: 8 Posted: 03 Sep 2019 Last Revised: 16 Sep 2019
Avishek Choudhury, Onur Asan and Mo Mansouri
Stevens Institute of Technology, Stevens Institute of Technology and Stevens Institute of Technology
Downloads 24 (513,968)

Abstract:

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Artificial intelligence, clinicians, FDA frame- work, cognitive bias, clinical decision, healthcare system

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

6.

Forecasting Cardiology Admissions from Catheterization Laboratory

In: Proceedings of the 2019 IISE Annual Conference. Edited by H.E. Romeijn AS, R. Thomas. Orlando: IISE; 2019.
Posted: 12 Jan 2019 Last Revised: 28 Aug 2019
Avishek Choudhury, Sunanda Perumalla and Christopher Greene
Stevens Institute of Technology, Texas Tech University and Binghamton University
Downloads 21 (531,628)
Citation 1

Abstract:

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

7.

Using Predictive Analytics for Cancer Identification

Proceedings of the 2019 IISE Annual Conference. Edited by H.E. Romeijn AS, R. Thomas. Orlando: IISE; 2019
Posted: 06 May 2019 Last Revised: 28 Aug 2019
Avishek Choudhury and Burak Eksioglu
Stevens Institute of Technology and Clemson University
Downloads 16 (561,793)
Citation 2

Abstract:

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mesothelioma, predictive modeling, cancer detection

8.

Decision Support System for Renal Transplantation

In: Proceedings of the 2018 IISE Annual Conference. Edited by K. Barker, D. Berry, C. Rainwater. Orlando: IISE; 2018: 431-436.
Posted: 23 Dec 2018 Last Revised: 28 Aug 2019
Muhammad Ehsan Khan, Avishek Choudhury, Daehan Won and Amy Friedman
Binghamton University, Stevens Institute of Technology, Binghamton University and LiveOnNY
Downloads 16 (561,793)
Citation 1

Abstract:

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

9.

Humanoid Robot-Application and Influence

Archives of Clinical and Biomedical Research 2 (2018): 198-227. DOI: 10.26502/acbr.50170059
Number of pages: 30 Posted: 23 Dec 2018 Last Revised: 03 Sep 2019
Stevens Institute of Technology, State University of New York (SUNY), Binghamton University and Texas Tech University
Downloads 15 (567,972)

Abstract:

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Assistive Technology; Healthcare; Education; Human Behavior

10.

A Framework for Safeguarding Artificial Intelligence Systems Within Healthcare Domain

British Journal of Healthcare Management [online] 25(8):1–6. doi: 10.12968/ bjhc.2019.0066
Number of pages: 11 Posted: 23 Aug 2019 Last Revised: 29 Oct 2019
Avishek Choudhury
Stevens Institute of Technology
Downloads 8 (613,644)

Abstract:

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Artificial intelligence, Food and Drug Administration policy, Healthcare, Meaningful outcome, Meaningful use

11.

Evaluating Patient Readmission Risk: A Predictive Analytics Approach

American Journal of Engineering and Applied Sciences (2018). DOI: 10.3844/ajeassp.2018.1320.1331
Number of pages: 12 Posted: 23 Dec 2018 Last Revised: 03 Sep 2019
Avishek Choudhury and Christopher Greene
Stevens Institute of Technology and Binghamton University
Downloads 8 (613,644)
Citation 3

Abstract:

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

12.

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

American Journal of Engineering and Applied Sciences (2018). DOI: 10.3844/ajeassp.2018.1310.1319
Number of pages: 10 Posted: 23 Dec 2018 Last Revised: 03 Sep 2019
Avishek Choudhury
Stevens Institute of Technology
Downloads 5 (633,792)
Citation 3

Abstract:

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

13.

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. In: Proceedings of the 2019 IISE Annual Conference. Edited by H.E. Romeijn AS, R. Thomas. Orlando: IISE; 2019.
Number of pages: 8 Posted: 11 Jan 2019 Last Revised: 21 Aug 2019
Avishek Choudhury
Stevens Institute of Technology
Downloads 3 (648,643)
Citation 2

Abstract:

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