The iMerit Blog

From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.

Oct 15, 2025

Audit-Ready AI: Solving Real-World Challenges in Autonomous Medical Coding

The future of medical coding is rapidly becoming autonomous, with AI systems that can assign ICD, CPT, and HCC codes

Oct 15, 2025

Top Annotation Platforms and Services for Autonomous Medical Coding in 2025

If you are building AI for autonomous medical coding, ambient scribing, or documentation summarization, selecting the right annotation solution is

Sep 11, 2025

Redefining LLM Benchmarks with Human Judgement

Large Language Models (LLMs) have become central to Artificial Intelligence (AI) advancements in various applications, such as chatbots and healthcare

Sep 11, 2025

What to Look for in a Medical Image Annotation Platform in 2025: Who Offers What?

When building AI for radiology or diagnostic imaging, it’s not enough to have annotation tools alone. You need medical image

Sep 11, 2025

Top Medical Imaging Annotation Tools and Medical Data Labeling Service Providers in 2025

If you are building AI for radiology, diagnostic imaging, or digital pathology, selecting the right medical annotation solution is critical.

Sep 9, 2025

Building Smarter AI for Breast Imaging: Real Challenges, Real Solutions

AI is helping close long-standing gaps in breast imaging, from mammography to MRI and ultrasound. But to move beyond research

Aug 22, 2025

Top Medical Data Labeling and Monitoring Services for Teleoperation and Remote Patient Monitoring AI in 2025

As AI transforms teleoperation, remote patient monitoring, and robotic care, data annotation remains critical. From surgical robotics to ambient monitoring,

Aug 22, 2025

When Every Second Counts: Solving Real-World Challenges in Healthcare Tele-operations

AI is changing healthcare, from virtual monitoring to robotic assistants. But as intelligent systems begin to handle critical tasks, one

Aug 19, 2025

Top 5 Tools for Medical Image Annotation

Accurate medical image annotation is the foundation of effective healthcare AI — powering early disease detection, treatment planning, and research.

Aug 14, 2025

Top 8 Tools for Medical Text Annotation in 2025

Medical text annotation is crucial for developing accurate AI-driven healthcare solutions, particularly in fields such as radiology, oncology, clinical documentation,

Aug 13, 2025

The Future of Pathology AI: Foundation Models and Multimodal Intelligence

How Foundation Models Are Transforming Pathology AI Foundation models are reshaping how we think about medical data labelling and training.

Aug 13, 2025

Top Annotation Services and Tooling Providers for Digital Pathology AI in 2025

If you’re building AI for tumor detection, biomarker quantification, or cell-level segmentation, choosing the right annotation partner and tooling platform