Our team leveraged cutting-edge AI technologies to revolutionize clinical trial screening and accelerate patient selection
By utilizing Natural Language Processing and predictive modeling, we automated the screening process, ensuring faster and more accurate matching of patients to clinical trial criteria
The implementation of semantic interoperability eliminated data silos, enabling seamless integration across healthcare systems, while reducing manual efforts and cutting costs in patient recruitment
Collaborating with a leading pharmaceutical company, our team leveraged cutting-edge AI technologies to revolutionize clinical trial screening. This initiative was aimed to streamline and accelerate patient selection for trials while ensuring precise matching of candidates with study criteria.
The goal of this project was to enhance the clinical trial screening process by utilizing AI technologies. To achieve our goal, we implemented advanced AI solutions:
We implemented advanced NLP algorithms to analyze vast volumes of unstructured medical records, extracting relevant information such as patient demographics, medical history, and eligibility criteria.
Our AI models employ predictive analytics to assess patient characteristics against trial requirements. This involved the development of a robust predictive model using machine learning algorithms, allowing for real-time predictions of patient eligibility.
To overcome data silos and ensure seamless integration with various healthcare systems, we implemented semantic interoperability. This enabled the AI system to understand and interpret diverse data formats and standards, fostering efficient data exchange.
The screening process automation led to cost savings, minimizing manual efforts. Also, the integration of advanced technical solutions optimized the patient recruitment process.
Pharma
Europe
1 Project Manager, 2 AI Engineers, 1 Developer
AI Predictive Models
Crunch impressed us with their technical excellence and the sheer ‘meeting of minds and cultures’ and open, honest exchanges. This was not a decision we took lightly, and 5 months into the engagement we continue to be really impressed with how Crunch approach the collaboration, and we’re delighted with the calibre of the team we have working with us.
Crunch impressed me with is the quality of developers. It is simply much better than in any other company we’ve tried working with.
We are impressed with their performance, how they are engaged with product development, and how they care about the product.
It’s been a very enjoyable experience. All has been fantastic about communicating, and working.
Our partnership with Crunch has been an invaluable resource as we’ve scaled.
What I found in Crunch was the technical competency, ability to think outside the box, and very good English.
They have a large impact on the whole architecture we ended up with. Overall, I’ve been pleased and impressed with everything Crunch did for us.
Working with Crunch was easy. They were patient with us as we worked through the contract questions and patient again as we were getting our billing set up. The design work was elegant and the developer delivered the app we had contracted for on time and good quality.
The team at Crunch was very nice to work with. They worked diligently and were very professional. When questions or technical problems arose, they answered them quickly and were always ready and kind about helping us.
Crunch developer helped us deliver an important feature for our project much faster than expected.
Crunch facilitated a seamless, collaborative effort throughout the project. The team maintained open lines of communication, kept detailed records of task assignments, and adhered to project timelines. Their expertise regarding both design and development sets the company apart.
Crunch provides ongoing development support that meets project requirements as needed. Despite their offshore location, they are easy to work with and accessible through communication channels
The best vendor we could possibly find. Crunch blends practical development with innovative design principals. Internal and external feedback to app development has been positive. They complete project milestones by the planned schedule and deliver within budget. The team’s responsive and willing to engage in productive dialogue.
Crunch exceeded my expectations. I appreciated the developers’ resourcefulness in the face of constraints and complex requirements. The company able to deliver and complete the project successfully.
The project has gone smoothly so far. Crunch has an exceptional work ethic. Consequentially, they’ve been able to tackle every challenge that comes their way. They manage day-to-day work on their own well but also communicate with us regularly to make sure we’re on the same page.
The app Crunch worked on is clean, streamlined, and functions as intended. Crunch goes above and beyond to ensure that both teams are in tune. The passionate team crafts an enjoyable experience through their positive demeanor and effective project management skills. The team was very friendly, and working with them was a pleasure.
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