Reena Duggal

Amity University | AU · Amity Institute of Information Technology

Hospital readmission is an important contributor to total medical expenditure and is an emerging indicator of quality of care. The goal of this study is to analyze key factors using machine learning methods and patients’ medical records of a reputed Indian hospital which impact the all-purpose readmission of a patient with diabetes and compare diff...

The current Indian Healthcare system is in need of a radical reinvention. In India, increase in income levels, aging population, rising health awareness and changing attitude towards preventive healthcare is expected to boost healthcare services demand in future. The massive growth of the volume, velocity, and variety of digital health data creates...

Diabetes is associated with increased risk of hospital readmission. Predicting risk of readmission of diabetic patients can facilitate implementing appropriate plans to prevent these readmissions. But the real-world medical data is noisy, inconsistent, and incomplete. So before building the prediction model, it is essential to pre-process the data...

In this era of open information and data explosion, Healthcare industry is on a tipping point. Big Data plays a major role in this new change. One of the biggest challenges that the healthcare industry faces while it steps up digitization is the sheer size of the data, speed of generation of this data and complexity arising out of multiple & non-st...