Physicians need a place to source information free of the content intended for consumers and patients that dilutes Google and Bing search results. Enter AllMedx, to offer a website for physicians looking for answers to clinical and point-of-care questions that searched content sourced only from reputable sources, ranked for efficiency and tuned to each doctor’s medical specialty.
After the AllMedx team built a highly-structured corpus with their extensive medical content expertise, Lucidworks Fusion indexed more than 40 major data sources. Using Fusion’s ML algorithms, AllMedx provides customized search results for each user. One-on-one user testing is done on a regular basis in order to fine-tune query pipelines and optimize users’ search experience.
With Fusion 100% stable and reliable, AllMedx can confidently support its 125k physician users. As the site’s popularity and reputation is steadily increasing, AllMedx expects to reach its goal of 250k subscribers by the end of the year. The team is planning to index up to 2,000 additional medical sites to increase access to critical and reliable information that will help improve patient care.
AllMedx.com is customized to each user based on their interests, previous queries and behavior, and medical specialty. For example, a cardiologist searching for “valve defects” will first see articles in their query results that other cardiologists searching for “valve defects” previously found helpful. Cutting-edge algorithms in Fusion, using AI and ML, automate the content indexing and tailor search results so AllMedx.com is able to provide doctors with the answers they seek faster than other sites.
Fusion has been the muscle behind AllMedx’s search since the launch of the website in April 2018. The user-friendly Fusion platform allows the AllMedx internal development team to be hands-on. Chief Operating Officer and Editor- in-Chief Carol Nathan performs one-on-one user testing with physicians in all medical specialties on a regular basis and can easily tune query pipelines accordingly with this user feedback. With Fusion, the staff has time for real-time improvements, can index new content quickly, and can do a lot of the configuration from the admin panel without having to engage with engineers working on code-level development.
In a particularly unique and market-first application, AllMedx boiled down the medical field into a taxonomy of 12,000 disease states and applied this taxonomy to more than seven million documents across dozens of data sources on a platform called AllMedicine.
AllMedicine is updated daily with links from 2,000 sources and has 10 to 20 times more content than other physician resources, all neatly organized in the way doctors think about patient care. With the large taxonomy and number of records, the processing power required was a big question, and the team was concerned that the process to properly index the data could take months. However, using Fusion, the team efficiently and elegantly indexes sources and applies their taxonomy on a regular basis, with a full index taking just a few hours each day.
For AllMedx, Fusion has been intuitive, efficient, and dependable. “We’ve never been down. It’s been very stable, 100% stable,” says Grose.
The site’s popularity and reputation is steadily increasing; AllMedx already has 125,000 physician users and hopes to reach their goal of 250,000 physician users by the end of the year. The AllMedx team plans to index up to 2,000 additional medical sites, which will allow them to serve each medical specialty with a robust variety of quick and easy-to-navigate resources. Based on physician user feedback, the AllMedx team is confident the site will increase access to critical, clinical point-of-care information that will help improve patient care.