Medical
Generative AI

Optimize and enhance your healthcare enterprise with iMerit’s cutting-edge generative AI services. With over a decade of experience in clinical natural language processing, iMerit enables today’s healthcare companies to fine-tune models and harness the power of generative AI.

SUPERVISED FINE-TUNING SERVICES

FOR HEALTHCARE AI

iMerit’s expert-led teams provide scalable and robust data services tailored to the healthcare AI industry. Our comprehensive solutions encompass a wide range of services to ensure the most safe and accurate performance of your conversational and multi-modal AI models.

Our Expertise

AMBIENT DIGITAL SCRIBE

Automate documentation with advanced ambient digital scribing, both in the US and internationally.

AUGMENTED DATA ANALYSIS AND INTERPRETATION

Enhance data-driven decision-making with precise and efficient data analysis tools.

AUTOMATED PATIENT
CARE NAVIGATION

Streamline patient care pathways with automated navigation solutions

AUTO-GENERATED CLINICAL DOCUMENTATION

Automatically generate comprehensive clinical documentation to save time and reduce errors.

MEDICAL LITERATURE DISCOVERY

Discover relevant medical literature effortlessly with iMerit’s advanced AI systems.

AUTONOMOUS CLINICAL CODING

Implement accurate and efficient clinical coding with iMerit’s autonomous solutions.

Content Creation

A Times of India article entitled ‘How artificial intelligence is creating jobs in India, not just stealing them’

 

  • Synthetic Corpora Generation: Generate additional data using complex rules designed by our generative AI solutions team.

 

  • Summarization: Summarize complex medical documents for quick and easy understanding.

 

  • Prompt/Response: Develop question/answer pairs to enhance model performance.

Reinforcement Learning 

From Human Feedback

iMerit provides a range of Reinforcement Learning from Human Feedback (RLHF) services tailored to the healthcare sector, including:

DOMAIN-SPECIFIC EXPERTISE

Leveraging domain-specific expertise in healthcare to provide contextually relevant feedback, improving the model’s understanding and performance in medical contexts.

EVALUATE AND RANK RESPONSES

Improve model accuracy by evaluating and ranking responses from large language models.

MODEL FINE-TUNING

Collaborating with healthcare professionals to fine-tune generative AI models, ensuring they meet specific medical standards and requirements

COMPLIANCE AND ETHICS

Ensuring that RLHF processes comply with healthcare regulations and ethical standards, maintaining patient privacy and data security.

Other Services 

ENTITY RECOGNITION & RELATIONSHIPS
  • Span Labeling: classify and draw relationships between entities using custom ontologies
  • Normalization and Harmonization: Matching terms to standard ontologies such as SNOMED, RxNorm, and LOINC
RAG SUPPORT

Validate knowledge bases and generate ground truth for RAG-based agents.

RED TEAMING

Enhance security and robustness of AI models using opposing interactions

DIVERSITY & INCLUSION

Ensure inclusive and unbiased AI development using our DEI specialists

Case Study

Ambient Scribe brings efficiency to patient visits

Letting Doctors Focus on Patient Care

To improve model performance, iMerit’s specialized medical teams began by listening to doctor/patient conversations and validating ASR transcriptions of clinical encounters. Once validated, iMerit language specialists would extract and summarize clinical information from transcripts like initial diagnoses, previous medical history, patient medications, courses of action, and scheduled visits.

12

Doctor hours saved weekely

660

Annual hours saved per doctor

43

%

Provider burnout reduction

Audit and Quality Control

Of Generative AI Outputs

iMerit’s expert data annotation teams can perform comprehensive audits and quality control on the outputs of Generative AI systems. Utilize workflow tools and APIs on the iMerit Data Annotation Platform to integrate Generative AI models, ensuring rigorous quality assurance.

Large Language Models

Automated reviewing, scoring, and correcting chat prompts and outputs for greater accuracy.

Large Vision Models

Review and rectify image segmentation outputs to effectively identify and classify edge cases for improved data quality.

Foundation Models

Validate, monitor, and maintain the performance, reliability, and ethical standards of these large-scale language models

Medical Generative AI Use Cases

AUTOMATED CLINICAL DOCUMENTATION

Automate clinical documentation to improve accuracy and efficiency, freeing up healthcare professionals to focus on patient care. AI Copilot support for primary care and specialists.

AI-ASSISTED CLINICAL DECISIONS

Use AI to analyze treatment efficacy, guiding reviewers through the clinical review process to ensure appropriate care.

POINT-OF-CARE AUTHORIZATIONS

Automate end-to-end processes, connecting payer care management platforms with provider EHRs to enhance decision-making and reduce healthcare costs.

iMERIT STRENGTHS

INSTITUTIONAL KNOWLEDGE

With a decade of experience in healthcare AI, iMerit excels in handling both moderate and high-complexity tasks, offering secure managed services that ensure quality and efficiency.

COMBINED TOOLING AND SERVICE

Integrate advanced tools with exceptional service for optimal results.

US EXPERTS AND
HYBRID TEAMS

Benefit from the expertise of US-based professionals and hybrid teams with multiple skill levels.

DATA SECURITY AND REGULATORY SUPPORT

Ensure data security with on-prem, geofenced, private cloud and single-tenancy solutions.

INTERNATIONAL FOOTPRINT

iMerit’s global presence ensures support of multiple languages.

MULTIMODAL SUPPORT

Leverage multimodal capabilities for comprehensive solutions.

Why Work with us 

Faster and Efficient Labeling

With hybrid workflows and experts-in-the-loop, iMerit data annotation teams work under the guidance of surgeons and procedural specialists, allowing for cost-efficient scaling without compromising quality.

Quick-start Guides

With 10+ years of experience in Medical AI, iMerit is the leader in helping clients with quick-start support, best practices, and labeling protocols.

Multiple Annotation Types

iMerit Medical AI teams can localize and classify anatomic structures, pathology, instruments, and phases in images and videos across various annotation types, including polygon segmentation, key points, bounding boxes, and time points.

Regulatory Compliance

iMerit workflows leverage an extensive tool ecosystem and meet all HIPAA, SOC-2, CE, and FDA regulatory compliance needs to ensure data security and regulatory approval.

Reduce Time to Production

iMerit platform helps identify biases, errors, and imbalances in datasets for faster time to production for surgical and endoscopic AI models. Our consensus workflows help remove annotator biases.

Get
Started

The need for generative AI training data services has never been greater. iMerit combines the best of predictive and automated technology with world-class subject matter expertise to deliver the data you need to get to production, fast.

Contact us