Bell Eapen

Physician | HealthIT Developer | Digital Health Consultant

About Me

I deliver health IT artifacts!

Bell Eapen MD, PhD.

Digital Health Consultant
Bellraj (Bell) Eapen is a techie physician with expertise in JAVA, Python, .NET, Web, and Mobile development platforms. He has expertise in Big Data, Machine Learning and Artificial Intelligence applications in healthcare. He is a proponent of open-source software and has extensive knowledge of the OSCAR and OpenMRS EMR platforms. He has experience with frameworks such as Tensorflow, PyTorch and Apache Spark. His research interests include Clinical Decision Support Systems, Cutaneous Imaging, mHealth and Public Health Informatics.

As a consultant, I deliver prototypes and models instead of reports and recommendations!

Services

Things that I work on.

Machine Learning Dermatology CDSS from text and images.

Data warehousing and health data analytics for healthcare organizations.

Designing HIS that fit into regional frameworks.

Customize OSCAR, OpenMRS, DHIS2 and RedCap

Support ML and AI research in healthcare

Support Knowledge Management in healthcare using FHIR

Skills

Things that I'm good at.

FHIR
90%
ML
80%
AI
90%
JAVA
80%
Python
70%
OSCAR
100%
OPENMRS
100%
TensorFlow
85%

Blog

My thoughts.

artificial intelligence

Clinical knowledge representation for reuse

The need for computerized clinical decision support is becoming increasingly obvious with the COVID-19 pandemic. The initial emphasis has been on ‘replacing’ the clinician which for a variety of reasons is impossible or impractical. Pragmatically, clinical decision support systems could provide clinical knowledge support for clinicians to make time-sensitive decisions with whatever information they have […]

SPQR10, CC BY-SA 4.0 , via Wikimedia Commons

COVID vaccination tracking with blockchain

COVID vaccine rollout has the potential to bring relief to billions of people around the world. But as encouraging as these programs may be, it is extremely important to note that a vaccine cannot be as effective if it is not effectively distributed and trusted by the public. IBM Blockchain has a vaccine distribution network […]

mohamed_hassan @ pixabay.com

Chatting with FHIR endpoint

FHIR is an emerging standard for exchanging healthcare information electronically. Searching for resources is fundamental to the mechanics of FHIR. Search operations traverse through an existing set of resources filtering by parameters supplied to the search operation. health information systems convert the clinicians’ interactions into the search string. With the growing importance (and intelligence) of […]

Siobhán Grayson, CC BY-SA 4.0 https://creativecommons.org/licenses/by-sa/4.0, via Wikimedia Commons

Embeddings in healthcare: TypingDNA and Skinmesh

Neural networks (NN) are everywhere, from image analytics to NLP to clinical decision support systems. Embeddings are a popular class of techniques that emerged out of NN with diverse applications. embedding is a low-dimensional translation of high dimensional space. For clinicians, embedding is nothing but a simple representation of complex data. Embeddings are typically used […]

Google  Nevit Dilmen  Slawek Borewicz  Commons-emblem-question blue / CC BY-SA (https://creativecommons.org/licenses/by-sa/3.0)

Rendering FHIR Questionnaire for data capture

Standardized data collection forms are vital for health information systems. This is particularly true in public health, where there is a host of data collection forms shared by various organizations. InterRAI is a typical example. Standardization is important for collaborative data analytics at various levels, a need that became painfully apparent during the recent COVID-19 […]

Clinical Query Language – Part 1

Clinical Query Language – Part 1

Clinical Query Language (CQL) is a high-level query language to represent and generate unambiguous quality measures or clinical decision rules. I am not a CQL expert. These are my notes from a system development perspective. I am trying to make sense of this emerging concept and add my notes here in the hope that others […]