This is a series on serializing and deploying machine learning pipelines developed using pyspark. Part 1 is here. This is specifically for apache spark and is basically notes to myself. We will be using the Mleap for serializing the model. I have added below a brief introduction about Mleap copied from their website. For more […]
Machine Learning (ML) and Artificial Intelligence (AI) are the buzzwords lately and it is heartening to find local HSPs scrambling to get on the bandwagon. The emphasis is mostly on creating models which require technical as well as clinical expertise. The quintessential ‘blackbox’ model is a good healthcare analytics exercise, but deploying the model to […]
Open Source health information systems provide cost-effective tools for healthcare. Even if you are not a coder, you may be able to contribute to open source projects. As a matter of fact, some open-source projects find it difficult to get volunteers to document and test the code. E-Health enthusiasts from the clinical and management fields often […]
QRMine is a software suite for supporting qualitative researchers using NLP. Gtdict is a module that identifies Categories, Properties, and Dimensions in the interview transcript.
Electronic capture of patient data is vital in any health information system. It ‘s hard to bundle every form that a clinician will ever need along with an EMR. The EMRs adopt various strategies to solve this problem, but a general standard is lacking. Eforms is OSCAR’s solution to this problem. The OSCAR eForms are […]
Activiti is a BPMN automation tool that makes communication between business analyst and the developers easy. Activiti has a web-based graphical interface for business analysts to prepare workflows that can be enhanced by developers adding Java code using an Eclipse plugin. It has a lightweight engine that can be embedded in Java applications to deploy […]