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Sonrai Analytics is a Belfast-based AI data discovery company that helps Biotech, CRO and Pharma companies get maximum value from their data.  Our mission is to empower precision medicine through AI innovation, to elevate Healthcare analytics, and to support new and better solutions to fight disease, develop treatments faster, and improve patient outcomes. We have […]

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Biomarker Discovery for High-Dimensional Data

In Precision Medicine, high-dimensional molecular datasets are typically explored to identify novel biomarkers, predict novel drug targets and advance our understanding of disease. Working with big data is challenging.   Transcriptional Analysis Workflow A key use case for the analysis of high-dimensional datasets can be seen in the transcriptional analysis workflow below. The workflow is […]

Multi-omic data management
How to Enable Multi-omic Data Management

Author: Robbie Palmer, Senior Data Scientist All leaders know that data has value. Many organisations have made considerable investments to collect as much data as possible. The big data market was worth $138.9 billion in 2020 and is expected to top $229.4 billion by 2025. These organisations aim to capitalise quickly on their enormous investment […]

Biomarker Conference
Biomarker Conferences 2022

We have curated this list of top Biomarker Conferences to help keep you in touch with the latest trends and innovations. Remember to keep an eye on travel restrictions — and let us know if you’re going to a top conference that is not on our list.   Clinical Biomarkers and Companion Diagnostics Dates: 21-23 […]

CRO Conference
CRO Conferences 2022

Get your in-person networking gaps for 2022 filled. We have curated this helpful list of top CRO Conferences to help keep you in touch with the latest trends and innovations. Remember to keep an eye on travel restrictions — and let us know if you’re going to a top conference that is not on our […]

Precision Medicine
Precision Medicine – The Future of Healthcare

Author: Dr Matthew Alderdice, Data Scientist What is precision medicine? Precision Medicine (PM) describes the process of combining clinical and molecular data to identify subgroups of patients associated with better response to treatments and clinical interventions. These clinically relevant subgroups of patients are identified from big data using advanced analytics such as Machine Learning (ML) […]

K-means Clustering & Data Mining in Precision Medicine

Author: Sara McCarney, Data Scientist K-means Clustering is one of several available clustering algorithms and can be traced back to Hugo Steinhaus in 1956. K-means is a non-supervised Machine Learning algorithm, which aims to organize data points into K clusters of equal variance. It is a centroid-based clustering technique. K-means is one of the fastest […]

Data quality
How Much Can Data Quality Earn Your Company?

Author: Dr Matthew Alderdice, Head of Data Science How much does ensuring data quality cost your organisation? Most CROs would find it challenging to translate quality management into a monetary value. However, research shows that failed or heavily delayed trials and studies can significantly impact both the sponsor and the CRO, leading to reputational damage, […]

attract and retain customers
How CROs can Create Value for Clients

Author: Dr Matthew Alderdice, Head of Data Science In an increasingly competitive market, sponsors are wary of choosing a Clinical Research Organization that requires constant monitoring and attention. Issues such as delays and poor quality data can increase sponsors’ costs. The onus is with the CRO to anticipate the sponsor journey in seeking out the […]

Data Management CRO
Data Management Best Practices for CROs

Author: Dr Matthew Alderdice, Head of Data Science Data management systems are now a core part of any modern business. Data management covers topics, including storage, automation, processing, analysis, and sharing. Here we summarise some of the fundamental data-driven business processes that an organization can adopt to maximize its data assets’ value. Data Storage – […]

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Health Sciences Campus
Lisburn Road, Belfast, BT9 7BL

Email: info@sonraianalytics.com
Phone: + (00) (44) 028 9097 2629