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Case Studies

Infosearch – Healthcare Annotation Services

Project Overview

Infosearch collaborated with a medical and educational oriented organization to provide high-accuracy annotation services their applications. The project aimed at annotating the components of the human eye and surgical equipment as key points, which could be further used in medical practice, training clinical assistants, analyzing medical images, and creating healthcare AI models.

Client Background

The client works within the healthcare and medical technology framework, where annotated datasets are used to improve the learning platforms, increase the diagnostic accuracy, and assist with advanced analytics. Accuracy, knowledge of the domain, and compliance with the healthcare standards were the key success factors of this engagement.

Business Challenge

The client had a number of difficulties in making high-quality annotated datasets:

Need to identify and name individual complex anatomical structures of the eye.
Difficulty in labelling surgical tools with multifaceted and different versions.
Requirement for domain-based annotation of medical terms.
Assuring quality annotation of large amounts of data.
Retaining accuracy of clinical and research-grade level.

The customer needed a dedicated annotation service provider with medical expertise and the ability to provide with scalability.

Infosearch Solution

Infosearch offered end-to-end services of key point annotation, user-friendly to healthcare needs. The scope of work included:

Annotation of the anatomical structure of the human eye (e.g. cornea, retina, optic nerve, lens)
Labelling of surgical equipment, and instruments and recognition of functional parts and structural landmarks.
Standardized medical nomenclature and annotation guidelines are used.
Dataset testing to confirm correspondence with agreed accuracy standards by the client.

Infosearch put trained annotation specialists who were exposed to healthcare datasets into place, using annotation manuals and medical reference materials.

Approach and Methodology

Infosearch was focused on a rigorous and quality approach:

Requirement Alignment- In-depth knowledge of annotation guidelines, medical terminology and end-use applications.
Domain Training - This will provide special training to the annotators on the anatomy of the eyes and the equipment used in surgery.
Annotation Execution - Key point annotation (high precision) based on client-approved tools and formats.
Multi-Level Quality Assurance- Clinical accuracy review, peer review and sampling-based audits.
Feedback Integration- Process of continuous improvement based on periodic feedback with the client.

Outcomes and Results

The intervention provided quantifiable results:

Fast and precise annotated datasets in medical and healthcare settings.
Unified labelling of anatomical and equipment data sets.
Less rework because of high levels of first-pass quality.
Accelerated datasets preparation to roll out to clients.
Future healthcare projects which can be annotated on a scale.

Business Impact

The healthcare annotation services provided by Infosearch helped the client cut the development timelines and retain the accuracy needed when using it in medical contexts. Outsourcing of the complex annotation activities enabled the client to optimize internal resources and provide high-quality data that was needed to deliver essential applications.

Conclusion

In this case study, Infosearch is depicted as having the ability to provide domain-specific healthcare annotation services, which are based on medical knowledge and strong quality procedures. The effective annotation of the eye anatomy and surgical equipment parts supports the role of Infosearch as a reliable partner in healthcare data and analytics support.