Medical Annotation Services

Medical Annotation Services

Medical Image Annotation for Empowering Healthcare AI

Helping the healthcare industry leverage the power of AI by providing it with high-quality medical image annotation to ensure the precision of surgical, diagnostic, and medical operations. Utilize our medical image annotation expertise for developing high-quality healthcare training data that facilitates the development of cutting-edge AI-powered healthcare applications.

AI Application in Healthcare

As artificial intelligence and deep learning technology become more widespread in the healthcare sector, the opportunity for automation in many fields will expand. Surgeries, diagnostics, treatment prediction, gene sequencing, and drug development are among them.

Managing Medical Records Managing Medical Records and Other Data
Medical Imaging Analysis Medical Imaging Analysis and Pattern Recognition
Diagnostic and reporting on X-Rays Diagnostic and reporting on X-Rays, CT Scans, MRIs
Assist pathologists in making rapid and accurate diagnoses Assist pathologists in making rapid and accurate diagnoses
Skin Image Analysis Skin Image Analysis & Personalized Treatment
Early detection of high-impact diseases Early detection of high-impact diseases
What is Healthcare Training Data

What is Healthcare Training Data?

Developing and optimizing machine learning algorithms requires healthcare training data. Data quality significantly impacts the accuracy and efficacy of AI-based algorithms. Since building a successful AI-powered product starts with high-quality and accurate training data, having a medical data annotation expert on hand is a must when building an AI-powered product.

Why Healthcare Training Data is Important?

Data protection laws and limited access to healthcare data make it difficult to find high-quality medical data sets. Datasets are usually built in-house or outsourced from healthcare facilities by most companies. With Cogito, end-users can focus on their core competency of building powerful AI applications by leveraging high-quality machine learning healthcare data, which includes both datasets and training data.

Why Healthcare Training Data is Important

Our Medical Image Annotation Services

Cogito offers medical image annotation services to assist AI algorithms with high-quality training data required for developing automated healthcare systems and applications. We claim to have a network of radiologists, pathologists, ophthalmologists, dermatologists, and general physicians on hand to provide our annotators with needful assistance for medical video annotation that goes into healthcare AI.

Review medical images to analyze patients’ X-rays, MRIs, CT/PET scans, or other medical data.

Review medical images to analyze patients

Teaching next-generation deep learning products for improved patient diagnosis accuracy.

Teaching next-generation deep learning products

Provide medical insight & feedback to help design tools that support deep learning products and services.

Provide medical insight & feedback

Ensuring annotation accuracy through 1st and 2nd level verification to overcome human perception and bias.

Ensuring annotation accuracy

High throughput data labeling services without increasing costs or reducing quality.

High throughput data labeling services

A dedicated and fully managed team works with you to Co-develop new AI modules with the right sensitivity and specificity.

A dedicated and fully managed team works

Fulfilling Healthcare Training Data Needs

Cogito has experts to collect, classify, and process healthcare data with the highest quality and accuracy as part of its machine learning infrastructure. Our training data sets are helping companies develop cutting-edge AI-based healthcare applications and ML algorithms. Our on-demand workforce has expertise in capturing and enriching speech, texts, images, and videos and making unstructured medical datasets usable for AI algorithms. Companies in the healthcare industry using AI benefit from our flexible working models that promise accuracy, scalability, elasticity, and cost-effectiveness in training data delivery.

Medical Image Annotation Use Cases



AI mechanisms trained with structured and annotated machine learning data of patients’ X-Rays, CT scans, and MRIs are helping predict various conditions.



Computation through Artificial Intelligence in Pathology has streamlined the detection and diagnosis of many critical conditions.



Machine learning training data labeled with dermatological conditions are prepared for AI tools to detect dermatological conditions.



Upgraded imaging methods have now been incorporated into dentistry to ensure heightened efficiency and reliable treatment.



With AI dawning in, the studies and treatment related to Ophthalmology have opened opportunities to scale detection procedures.



By using AI in cardiology, interpreting echocardiograms for detecting the presence of heart disease has become decisive.

Make Cogito Your Go-to Resource for Medical Image Annotation

Medical images such as MRI, CT Scan, or X-rays are annotated for machine learning training in healthcare. All types of data sets are supported while annotating, including DICOM and NIFTI formats, to ensure the processing and originality of imaging data sets. Cogito offers world-class medical image annotation service for all kinds of data types with the capability and capacity of converting the DICOM into desired formats like NIFTI by medical experts with micro levels of accuracy.

Types of Data Supported at Cogito for Medical Image Annotation