Medical Document Data Capture & Extraction Services
Specialist capture and extraction of completed patient data from healthcare forms, clinical questionnaires, treatment surveys, and medical research instruments – using a proven combination of manual and automated techniques to deliver accurate, structured datasets.
Medical Data Capture Services Turning Completed Patient Documents into Clean, Structured Data
Our medical data capture service focuses on extracting the specific responses, values, and data points that patients or clinical staff have completed within a document and delivering them as a clean, structured (CSV, XML, Excel), analysis-ready dataset.
Healthcare providers, research organisations, and clinical study teams across the UK rely on this service to process high volumes of completed paper-based instruments efficiently and accurately – eliminating the burden of manual data entry in-house and ensuring the integrity of the data captured.
- Patient Intake Forms
- Clinical Questionnaires
- Treatment Outcome Surveys
- Medical Research Forms
- Health Assessment Tools
- Patient Satisfaction Surveys
- Clinical Trial Case Report Forms
- NHS PROMs Instruments
- Consent & Consent Recall Forms
- Diagnostic Screening Forms
What we capture
Patient-completed responses, clinician-recorded scores, tick-box selections, barcodes, scaled ratings, free-text answers, coded identifiers, date fields, and any other data recorded within your document template – extracted precisely as designed.
What you receive
A clean, validated, structured dataset – delivered in your preferred format (Excel, CSV, XML, SPSS, or direct database upload) – ready for statistical analysis, clinical reporting, or integration with your research management or patient management system.
Dual-Method Capture: Manual Expertise Combined with Intelligent Automation
No single technique is universally optimal for all document types. Our methodology applies the most appropriate combination of manual data entry and automated machine-assisted extraction for each project, balancing speed, accuracy, and cost-effectiveness.
Manual Capture Human-led data entry & verification
Carried out by trained, DBS-checked data capture operatives working in a secure, supervised environment. Ideal for handwritten free-text, complex scoring instruments, or documents with high variability.
- Double-keying with automated discrepancy detection
- Expert handling of handwritten and ambiguous responses
- Field-level validation against expected value ranges
- Supervisor review for flagged or unclear entries
- Full audit trail per record and per operator
Automated Capture OCR, ICR & OMR-assisted extraction
Intelligent scanning and recognition technology processes structured and semi-structured form layouts at scale, significantly accelerating throughput on high-volume, print-to-pattern documents.
- Optical Character Recognition (OCR) for typed fields
- Intelligent Character Recognition (ICR) for print handwriting
- Optical Mark Recognition (OMR) for tick-boxes and selections
- Automated field mapping to your dataset schema
- Machine confidence scoring with human review escalation
A Structured, Transparent Workflow from Receipt to Delivery
Every project is managed through a clearly defined, fully documented process – giving you complete visibility over progress and full confidence in the accuracy and security of your data.
1. Scoping
We review your document design, field structure, dataset requirements, and volume to agree a specification and timeline.
2. Template
Your form is mapped to a bespoke data schema, ensuring every captured field aligns precisely with your target dataset structure.
3. Collection
Completed forms are collected via our secure, GPS-tracked vehicals from your site anywhere in the UK.
4. Scanning
All documents are scanned at high resolution and prepared for data capture, with unique identifiers assigned to each record.
5. Extraction
Manual and/or automated capture techniques are applied according to the agreed methodology for your project.
6. Validation
Multi-pass quality assurance – including range checks, consistency validation, and supervisor review – ensures high accuracy.
7. Delivery
Your clean, validated dataset is delivered in your required format via secure encrypted transfer, ready for immediate use.
8. Disposal
Original documents are securely returned or confidentially destroyed in accordance with your instructions.
Clinical Questionnaire Data Capture
High-volume capture of patient-completed clinical questionnaires – including validated instruments such as PHQ-9, GAD-7, EQ-5D, Oxford Hip and Knee Scores – with field-level data extraction and validation.
Medical Research Form Processing
Specialist data extraction from clinical trial case report forms (CRFs), observational study instruments, and epidemiological surveys, with audit trails suitable for regulatory submissions.
Patient Survey Data Extraction
Processing of NHS and private sector patient experience and satisfaction surveys, including Friends and Family Test returns, PROMs questionnaires, and bespoke patient feedback instruments.
Treatment & Outcomes Data Capture
Extraction of treatment outcome data from clinician-completed forms, enabling healthcare providers and commissioners to compile longitudinal patient outcome datasets efficiently.
Health Screening Form Processing
Data capture from diagnostic screening forms, health needs assessments, and triage documentation – structured to support population health analytics and NHS programme monitoring.
Bespoke Study & Programme Support
Fully customised data capture and extraction services built around your specific document design, dataset schema, and delivery timeline – including pilot projects and phased rollouts.
Flexible Output Formats
We deliver your completed dataset in the format that best fits your analysis platform, research management system, or clinical database with no re-formatting required at your end.
Excel / CSV: Clean tabular datasets suitable for statistical analysis, reporting, or import into most clinical and research platforms.
SPSS & Stata: Formatted data files for direct use in SPSS, Stata, R, or other statistical software packages used in medical research.
XML / JSON: Structured data outputs for integration with electronic patient record systems, research databases, or web platforms.
Bespoke formats: Custom output specifications built to your exact requirements – we adapt to your systems, not the other way around.
Trusted by Healthcare & Research Organisations Across the UK
We support a broad range of organisations undertaking patient data collection programmes, clinical studies, and healthcare research from NHS trusts in London and Birmingham to universities and CROs in Edinburgh, Bristol, and Manchester.
- NHS Trusts & Foundation Trusts
- Clinical Research Organisations (CROs)
- Medical Research Universities
- Integrated Care Boards (ICBs)
- Pharmaceutical Companies
- Private Hospital Groups
- Charities & Health Foundations
- Occupational Health Providers
- Mental Health Services
- Public Health Agencies
- Dental & Allied Health Organisations
Rigorous Governance for Sensitive Patient Data Medical forms and questionnaires frequently contain special category personal data. Our data capture operations are governed by a robust compliance framework specifically designed for UK healthcare and research environments.
UK GDPR & DPA 2018
All data processing activities are fully compliant, with documented lawful bases, data processing agreements, and retention schedules in place.
NHS DSP Toolkit
Our processes meet NHS Data Security and Protection Toolkit requirements, making us an approved supplier for NHS organisations and their data processing activities.
ICO Registration
Fully registered with the Information Commissioner’s Office as a processor of special category health data under Article 9 of UK GDPR.