Category: Healthcare Analytics

What is EHR The electronic health record includes all information contained in a traditional health record including a patient’s health profile, behavioral and environmental information. As well as content the EHR also includes the dimension of time, which allows for

NEED The recent Improvements in Artificial Intelligence technologies across healthcare, made us wonder if AI tools will replace the human physicians in the future. Practically AI tools may not replace the human physicians but can assist physicians to achieve better

Need:  In any research, before it starts, we need to review the existing scientific literature as well as available past research around that topic (i.e., existing publications, articles around that topic). But it is really tedious task where we need

It’s clear that the pandemic has accelerated the digitization of the healthcare industry. According to the HIMSS Future of Healthcare Report, 80% of healthcare providers plan to increase investment in technology and digital solutions over the next five years. We

Need: Prediction models are developed to aid health-care providers in estimating the probability or risk that a specific disease or condition is present (diagnostic models) or that a specific event will occur in the future (prognostic models), to inform their

Objective Interpretable machine learning refers to giving explanations of machine learning/deep learning models to humans with domain knowledge. The explanation to the humans should be comprehensible in (i) natural language (ii) easy to understand representations and the explanation to the

Objective Interoperability is one of the key prerequisites for any Electronic healthcare record products. According to the Healthcare Information and Management Systems Society (HIMMS) interoperability in healthcare is defined as “the ability of different information systems, devices and applications (‘systems’)

NEED In this industry 4.0 as the quantity and quality of clinical data are rapidly expanding, with the electronic health records (EHRs), and also lot of development happened in technical front in terms of both data handling /processing (Big data)

Objective (Smart Hospitals) Smart Hospitals are defined as those institutions that seek to automate and optimize processes using new technologies such as Big Data, IoT, Analytics and Machine Learning, with the aim not only of providing better medical care to