
Expert services to move your research forward
NashBio's in-house clinicians, bioinformaticians, statisticians and data scientists work alongside your team, whether you need a few hours on a feasibility question or a full study designed, executed and delivered.
Who you work with
In-house expertise
Practicing clinicians, bioinformaticians and statisticians set the criteria behind every extracted variable and review the output before it reaches your analysis.
Cohort design and bioinformatics
Your partners in data
We validate inclusion criteria, spot-check cohorts against the source record and hand back an executable notebook your team can rerun.
Peer-reviewed evidence
750+ publications
Evidence spanning varied therapeutic areas and use cases, published with collaborators across academia and industry.
Partnering with NashBio
Expert Services suits teams with a research question and no in-house specialist in EHR-derived data, and teams whose endpoint exists only in clinical narrative. Onboarding and compliance comes with every new account, and NB Collaborate and Insights are yours to add whenever the work calls for them.

Share your preliminary cohort criteria with our scientific team and we will perform a custom assessment for your research endpoints.
Frequently Asked Questions
- Do I need my own data science team to use real-world data?
- No. NashBio's in-house clinicians, bioinformaticians, statisticians and data scientists can carry as much of the work as your team needs, from a single feasibility question to a study designed, executed and delivered. Onboarding and live training come with every account, so a team new to EHR-derived data starts with support rather than a manual.
- How do you extract clinical endpoints from unstructured clinical notes?
- NashBio combines large language models and NLP with review by practicing clinicians, so every extracted variable carries source-level traceability back to the note it came from. On liver fibrosis staging the pipeline reached 98.5% accuracy across 5,896 patients, validated against 136 clinically reviewed pathology reports using criteria set by a board-certified pathologist.
- Can I get expert help on a single question rather than a full study?
- Yes. NB Collaborate reserves a named NashBio specialist in 40-hour blocks, and you choose the profile the task calls for, whether a data scientist, clinical expert or bioinformatician. Teams use it for methodology sessions, cohort validation by EHR spot-check, code review and rare-disease feasibility scoping, submitting requests on their own timeline.
- Who reviews the data before it reaches my analysis?
- NashBio's clinical experts review it at two points. They set the extraction criteria before a pipeline runs, then review the output on a representative sample before release, with a go or no-go decision and a refresh plan attached. Chart-level review is available where a cohort needs secondary etiologies excluded.
