27 citations · 81 across the 8 of their papers we have counts for
10 papers
Hourly Forecasting of Emergency Department Arrivals : Time Series Analysis
Avishek Choudhury
Background: The stochastic behavior of patient arrival at an emergency department (ED) complicates the management of an ED. More than 50% of hospitals ED capacity tends to operate…
Classification of Functioning, Disability, and Health for Children and Youth: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics
Avishek Choudhury, Christopher Greene
The International Classification of Functioning, Disability, and Health for Children and Youth (ICF-CY) is a scaffold for designating and systematizing data on functioning and disa…
Early Prediction of Post-acute Care Discharge Disposition Using Predictive Analytics: Preponing Prior Health Insurance Authorization Thus Reducing the Inpatient Length of Stay
Avishek Choudhury
Objective: A patient medical insurance coverage plays an essential role in determining the post-acute care (PAC) discharge disposition. The prior health insurance authorization pro…
Humanoid Robot-Application and Influence
Avishek Choudhury, Huiyang Li, Christopher Greene +1
Application of humanoid robots has been common in the field of healthcare and education. It has been recurrently used to improve social behavior and mollify distress level among ch…
Classification of Cervical Cancer Dataset
Avishek Choudhury, Y. M. S Al Wesabi, Daehan Won
Cervical cancer is the leading gynecological malignancy worldwide. This paper presents diverse classification techniques and shows the advantage of feature selection approaches to…
Decision Support System for Renal Transplantation
Ehsan Khan, Avishek Choudhury, Amy L Friedman +1
The burgeoning need for kidney transplantation mandates immediate attention. Mismatch of deceased donor-recipient kidney leads to post-transplant death. To ensure ideal kidney dono…
Evaluating Patient Readmission Risk: A Predictive Analytics Approach
Avishek Choudhury, Christopher M Greene
With the emergence of the Hospital Readmission Reduction Program of the Center for Medicare and Medicaid Services on October 1, 2012, forecasting unplanned patient readmission risk…
Forecasting Cardiology Admissions from Catheterization Laboratory
Avishek Choudhury, Sunanda Perumalla
Emergent and unscheduled cardiology admissions from cardiac catheterization laboratory add complexity to the management of Cardiology and in-patient department. In this article, we…
Identification of Cancer -- Mesothelioma Disease Using Logistic Regression and Association Rule
Avishek Choudhury
Malignant Pleural Mesothelioma (MPM) or malignant mesothelioma (MM) is an atypical, aggressive tumor that matures into cancer in the pleura, a stratum of tissue bordering the lungs…
Prognosticating Autism Spectrum Disorder Using Artificial Neural Network: Levenberg-Marquardt Algorithm
Avishek Choudhury, . Christopher Greene
Autism spectrum condition (ASC) or autism spectrum disorder (ASD) is primarily identified with the help of behavioral indications encompassing social, sensory and motor characteris…