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USD 250 /hr
Hire Dr. Avishek C.
United States
USD 250 /hr
Statistician and Data Analyst with 5 years of experience in quantitative analysis and journal publications.
Profile Summary
Subject Matter Expertise
Services
Work Experience
Assistant Professor
West Virginia University
August 2022 - Present 
Reviewer
JAMIA
January 2020 - Present
Machine learning intern
UnityPoint Des Moines
June 2018 - December 2018
Teaching Assistant
Binghamton University Thomas J Watson School of Engineering and Applied Science
August 2017 - May 2018
Education
Master in Science (Data Science)
Syracuse University Martin J Whitman School of Management
October 2018 - Present
Ph.D (Systems Engineering)
Stevens Institute of Technology
January 2019 - May 2022
MS (Department of Industrial, Manufacturing & Systems Engineering)
Texas Tech University
September 2015 - June 2017
Certifications
- Certification details not provided.
Publications
JOURNAL ARTICLE
Avishek Choudhury, Onur Asan, Joshua E. Medow(2022). Effect of risk, expectancy, and trust on clinicians’ intent to use an artificial intelligence system -- Blood Utilization Calculator . Applied Ergonomics. 101. p. 103708. Elsevier {BV}
Avishek Choudhury, Safa Elkefi, Olga Strachna, Onur Asan(2022). Impact of Health Perception and Knowledge on Genetic Testing Decisions Using the Health Belief Model . JCO Clinical Cancer Informatics. (6). American Society of Clinical Oncology ({ASCO})
Avishek Choudhury, Ayhan Tabur, Abdurrahim Emhan, Cengiz Mengenci, Onur Asan (2022). Clinicians’ Social Support, Job Stress, and Intent to Leave Healthcare during COVID-19 . Healthcare.
Avishek Choudhury, Ayhan Tabur, Abdurrahim Emhan, CENGIZ MENGENCI, onur asan (2022). Clinicians’ Social Support, Job Stress, and Intent to Leave Healthcare during COVID-19 . Healthcare.
Avishek Choudhury, Onur Asan, Turki Alelyani(2022). Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey . IEEE Journal of Biomedical and Health Informatics. p. 1--1. Institute of Electrical and Electronics Engineers ({IEEE})
Avishek Choudhury, Onur Asan, Turki Alelyani (2022). Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey . IEEE Journal of Biomedical and Health Informatics.
Avishek Choudhury, Onur Asan(2021). Impact of using wearable devices on psychological Distress: Analysis of the health information national Trends survey . International Journal of Medical Informatics. 156. p. 104612. Elsevier {BV}
Avishek Choudhury, Onur Asan, Murari M Choudhury(2021). Mobile health technology to improve maternal health awareness in tribal populations: mobile for mothers . Journal of the American Medical Informatics Association. 28. (11). p. 2467--2474. Oxford University Press ({OUP})
Avishek Choudhury, Onur Asan(2021). Research Trends in Artificial Intelligence Applications in Human Factors Health Care: Mapping Review . JMIR Human Factors. {JMIR} Publications Inc.
C Thongprayoon, K Lapumnuaypol, W Kaewput, T Petnak, F Qureshi, M A Mao, B Boonpheng, T Bathini, A Choudhury, S Vallabhajosyula, et al.(2021). Gastrointestinal bleeding among hospitalizations for salicylate poisoning in the United States . QJM: An International Journal of Medicine. Oxford University Press ({OUP})
Avishek Choudhury, Charat Thongprayoon, Wisit Kaewput, Panupong Hansrivijit, Michael A. Mao, Wisit Cheungpasitporn(2021). Is It Time for Machine Learning Algorithms to Predict the Risk of Kidney Failure in Patients with Chronic Kidney Disease? . Journal of Clinical Medicine. 10. (5). p. 1121. {MDPI} {AG}
Avishek Choudhury, Charat Thongprayoon, Wisit Kaewput, Panupong Hansrivijit, Michael Mao, Wisit Cheungpasitporn (2021). Is It Time for Machine Learning Algorithms to Predict the Risk of Kidney Failure in Patients with Chronic Kidney Disease? . Journal of Clinical Medicine.
Thongprayoon, Charat and Lapumnuaypol, Kamolyut and Kaewput, Wisit and Petnak, Tananchai and Qureshi, Fawad and Mao, Michael A and Boonpheng, Boonphiphop and Bathini, Tarun and Choudhury, Avishek and Vallabhajosyula, Saraschandra and Cheungpasitporn, Wisit(2021). Gastrointestinal Bleeding among Hospitalizations for Salicylate Poisoning in the United States . QJM: An International Journal of Medicine.
Avishek Choudhury, Onur Asan, Melek M. Somai, Bradley H. Crotty(2021). Augmenting patient safety through participation by design – An assessment of dual monitors for patients in the outpatient clinic . International Journal of Medical Informatics. 146. p. 104345. Elsevier {BV}
Avishek Choudhury, Sunanda Perumalla, Zhongmin Jin(2021). Using machine learning to minimize delays caused by prior authorization: A brief report . Cogent Engineering. 8. (1). p. 1944961. Informa {UK} Limited
Choudhury, Avishek, Hansrivijit, Panupong, Trongtorsak, Angkawipa, Puthenpura, Max M., Boonpheng, Boonphiphop, Thongprayoon, Charat, Wijarnpreecha, Karn, Kaewput, Wisit, Mao, Shennen A., Mao, Michael A., et al. (2021). Hepatitis E in solid organ transplant recipients: A systematic review and meta-analysis . World Journal of Gastroenterology.
Choudhury, Avishek, Perumalla, Sunanda (2021). Detecting breast cancer using artificial intelligence: Convolutional neural network . Technology and Health Care.
Avishek Choudhury, Emily Renjilian, Onur Asan(2020). Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review . JAMIA Open. Oxford University Press ({OUP})
Avishek Choudhury, Onur Asan (2020). Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review . JMIR Medical Informatics.
Avishek Choudhury, Onur Asan, Alparslan Emrah Bayrak (2020). Artificial Intelligence and Human Trust in Healthcare: Focus on Clinicians . Journal of Medical Internet Research.
Avishek Choudhury(2020). Predicting cancer using supervised machine learning: Mesothelioma . Technology and Health Care. p. 1--14. {IOS} Press
Avishek Choudhury, Sunanda Perumalla(2020). Detecting breast cancer using artificial intelligence: Convolutional neural network . Technology and Health Care. p. 1--11. {IOS} Press
Avishek Choudhury, Bradley Crotty, Onur Asan(2020). Comparing the Impact of Double and Single Screen Electronic Health Records on Doctor-Patient Non-Verbal Communication . IISE Transactions on Occupational Ergonomics and Human Factors. p. 1--8. Informa {UK} Limited
(2020). Forecasting hourly emergency department arrival using time series analysis . British Journal of Healthcare Management.
Choudhury, Avishek, Elkefi, Safa, Asan, Onur (2020). Impact of Gender on Doctor-Patient Communication and Emotion: Exploratory Analysis . IEEE INTERNATIONAL SYMPOSIUM ON SYSTEMS ENGINEERING (IEEE ISSE).
Choudhury, Avishek, Asan, Onur (2020). Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review . JMIR Medical Informatics.
arXiv:1901.00756 [cs.CY].
Choudhury, A.(2019). A framework for safeguarding artificial intelligence systems within healthcare . British Journal of Healthcare Management. 25. (8). MA Healthcare Ltd
Avishek Choudhury (2019). Prognosticating Mesothelioma Using Predictive Analytics .
Choudhury, Avishek and Greene, Christopher and others(2018). Prognosticating Autism Spectrum Disorder Using Artificial Neural Network: Levenberg-Marquardt Algorithm . Archives of Clinical and Biomedical Research. 2. (2018). p. 188--197.
Choudhury, Avishek and Li, Huiyang and Greene, Christopher and Perumalla, Sunanda and others(2018). Humanoid Robot-Application and Influence . Archives of Clinical and Biomedical Research. 2. (2018). p. 198--227.
(2018). Evaluating Patient Readmission Risk: A Predictive Analytics Approach . American Journal of Engineering and Applied Sciences.
(2018). Identification of Cancer: Mesothelioma Disease Using Logistic Regression and Association Rule . American Journal of Engineering and Applied Sciences.
(2018). Prognosticating Autism Spectrum Disorder Using Artificial Neural Network: Levenberg-Marquardt Algorithm . Archives of Clinical and Biomedical Research.
BOOK CHAPTER
(2021). Patient–Professional Communication . The Patient Factor.
OTHER
Avishek Choudhury, Onur Asan (2021). Research Trends in Artificial Intelligence Applications in Human Factors Health Care: Mapping Review (Preprint) .
Avishek Choudhury (2021). Artificial Intelligence to Improve Health Outcomes in the NICU and PICU: A systematic literature review protocol . Open Science Framework.
Avishek Choudhury (2020). Perceived Effectiveness of Artificial Intelligence based Decision Support System in a Clinical Setting: A Systematic Literature Review (Preprint) .
Avishek Choudhury, Onur Asan (2020). Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review (Preprint) .
Avishek Choudhury, Onur Asan, Alparslan Emrah Bayrak (2019). Artificial Intelligence and Human Trust in Healthcare: Focus on Clinicians (Preprint) .
CONFERENCE PAPER
Avishek Choudhury (2019). Clogged Arteries: Discrete Event Simulation Reduces Holds for Telemetry Beds .
Avishek Choudhury, Y M S Al-Wesabi, Daehan Won (2018). Classification of Cervical Cancer Dataset . IISE Annual Conference.
Al-Wesabi, Y.M.S., Choudhury, A., Won, D.(2018). Classification of cervical cancer dataset . IISE Annual Conference and Expo 2018. p. 1456-1461.
Khan, E., Choudhury, A., Won, D.H., Friedman, A.L.(2018). Decision support system for renal transplantation . IISE Annual Conference and Expo 2018. p. 431-436.
REPORT
Avishek Choudhury, Y M S Al-Wesabi, Daehan Won (2018). Classification of Cervical Cancer Dataset .
Avishek Choudhury, Ehsan Khan, Han Dae, Won, Amy L Friedman (2018). Decision Support System for Renal Transplantation .
Avishek Choudhury (2018). Decision Support System to Evaluate Patient Readmission Risk .
Avishek Choudhury (2018). Early prediction of post-acute care discharge disposition- An opportunity to minimize inpatient length of stay .
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