Python

See the following -

Keeping Patient Data Safe with Open Source Tools

Healthcare is experiencing a revolution. In a tightly regulated and ancient industry, the use of free and open source software makes it uniquely positioned to see a great deal of progress. I work at a scrappy healthcare startup where cost savings are a top priority. Our primary challenge is how to safely and efficiently manage personally identifying information (PII), like names, addresses, insurance information, etc., and personal health information (PHI), like the reason for a recent clinical visit, under the regulations of the Health Insurance Portability and Accountability Act of 1996, HIPAA, which became mandatory in the United States in 2003.

Machine Learning in Healthcare: Part 1 - Learn the Basics

This article is the first in a three-part series that will discuss how machine learning impacts healthcare. The first article will be an overview defining machine learning and explaining how it fits into the larger fields of data science and artificial intelligence. The second article will discuss machine learning tools available to the average healthcare worker. The third article will use a common open source machine learning software application to analyze a healthcare spreadsheet. Part I was written to help healthcare workers understand the fundamentals of machine learning and to make them aware that there are simple and affordable programs available that do not require programming skills or mathematics background...

Read More »

Microsoft Azure container team releases first open-source developer tool

Steven J. Vaughan-Nichols | ZD Net | May 31, 2017

At CoreOS Fest in San Francisco, Calif., Microsoft's Gabe Monroy, lead project manager for containers on Microsoft Azure, announced the release of Draft, a tool to streamline development of applications running on any Kubernetes cluster. With Draft, which Monroy said was the first open-source program to emerge from the Azure Container group, developers can use two simple commands to begin hacking on container-based applications with no knowledge of Docker or Kubernetes. "In fact," Monroy claimed, "developers don't even need Docker or Kubernetes installed to get going"...

Read More »

Microsoft Contributes Open-Source Code to Samba

Steven J. Vaughan-Nichols | ZDNet | November 2, 2011

Freak snowstorm reported in hell. Tea party agrees Obama is the best candidate for 2012 presidential election. Microsoft submits open-source code under the GPLv3 to Samba. Those are all pretty unlikely, but Microsoft really did submit code to the Samba file server open-source project. Read More »

Microsoft Helping Government Embrace Open Source Programming

John Breeden II | FedScoop | October 30, 2014

If we had to name one place where an open and trusted computing platform was most needed, it would be inside government. As part of that, the Obama administration last year signed an executive order requiring government information be open and machine readable...

Read More »

New OSEHRA Technical Journal Submission: MTools

Staff Writer | OSEHRA | June 28, 2013

A new submission has been added to the OSEHRA Technical Journal. Read More »

Oldies But Goodies: Seven Projects Still Rocking Open Source

Dave Gruber | Open Source Delivers | October 2, 2012

We all get excited about the latest hot open source projects like CloudStack and Boot to Gecko — they’re new and exciting and the possibilities seem endless.  But what about the many long-running projects that have been core to the world of open source for decades? The ones that have truly stood the test of time? Read More »

Open Source Dependency Management As A Balancing Act

During my career I have spent a lot of time packaging other people's code, writing my own, and working on large software frameworks. I have seen projects that still haven't released a stable version, never quite hitting 1.0, while others made 1.0 releases within months of beginning development, and then quickly moving on to 2.0, 3.0, etc. There is quite a variance in these release cycles, and this coupled with maintaining large projects can make things difficult. I will go through some of the decisions we have faced in projects I have worked on and the pressures on the project. On the one extreme, users would like to have a stable API that never changes, with dependencies that don't specify a minimum version so that they can choose whatever version works best...

Open Source Libraries for Health Analytics

Andy Oram | EMR & HIPAA | December 19, 2016

According to Health Catalyst’s Director of Data Science Levi Thatcher, the main author of the project, these tools are tried and tested. Many of them are based on popular free software libraries in the general machine learning space: he mentions in particular the Python Scikit-learn library and the R language’s caret and and data.table libraries. The contribution of Health Catalyst is to build on these general tools to produce libraries tailored for the needs of health care facilities, with their unique populations, workflows, and billing needs. The company has used the libraries to deploy models related to operational, financial, and clinical questions. Eventually, Thatcher says, most of Health Catalyst’s applications will use predictive analytics based on healthcare.ai, and now other programmers can too...

Read More »

OpenMRS Google Code-In Student Mira Yang Wins Grand Prize

Mira Yang, an 11th grade student at Union County Magnet High School in NJ, USA and OpenMRS community member has won the 2016 Google Code-In Grand Prize! Miss Yang is a volunteer with the American Red Cross, the American Cancer Society, and a local hospital for children with special needs, who wants to use her computer science skills to assist diagnosing and treating patients in the field of medicine...

Peering into Complex, Tiny Structures with 3D Analysis Tool Tomviz

New open source software tomviz—short for tomographic visualization—enables researchers to interactively understand large 3D datasets. More specifically, the software analyzes 3D tomographic data similar to a medical CT-scan but at the nanoscale. "When you can take a nanoparticle or biomolecule and spin it around, slice it, look inside it, and quantitatively analyze it, you get a complete picture from all angles," says Yi Jiang, a physics Ph.D. candidate at Cornell University. Watch this 3-minute video from the Michigan Engineering department....

Recession Spurring Increased Adoption Of Open Source Software According To Latest Yearly Survey By Tidelift

Press Release | TideLift | October 7, 2020

Use of open source software is expected to increase during the pandemic as businesses look to save time and money, while increasing efficiency, according to the third annual Managed open source survey released today by Tidelift, the largest provider of commercial support and maintenance for the community-led open source behind modern applications. More than 600 technologists shared how they use open source software today, what holds them back, and what tools and strategies would help them use it even more effectively.

Read More »

Recursion Pharmaceuticals Selects Anaconda to Create Innovative Next Generation Drug Discovery Assay Platform to Eradicate Rare Genetic Diseases

Press Release | Recursion Pharmaceuticals, Continuum Analytics | October 26, 2016

Continuum Analytics, the creator and driving force behind Anaconda, the leading open data science platform powered by Python, today announced that Recursion Pharmaceuticals, LLC, a drug discovery company focused on rare genetic diseases, has adopted Bokeh––a Continuum Analytics open source visualization framework that operates on the Anaconda platform. Bokeh on Anaconda makes it easy for biologists to identify genetic disease markers and assess drug efficacy when visualizing cell data, allowing for faster time-to-value for pharmaceutical companies...

Read More »

The 10 oldest, significant open-source programs

Steven J. Vaughan-Nichols | ZDNet | January 13, 2013

Does open-source software still seem "new" to you? Think again, its roots go back decades. Read More »

The National Alliance for Medical Image Computing's All-Hands Meeting

Stephen Aylward | Kitware Blog | January 11, 2012

Several Kitwareans are attending the National Alliance for Medical Image Computing's (NA-MIC's) All-Hands Meeting in Salt Lake City. At this meeting, we are promoting Slicer 4.0.1, the open-source medical image analysis and visualization platform that we released with other NA-MIC developers last week. Read More »