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Advanced AI Technology

AI Medical Record Review: Smarter Summaries, Improved Care

AI-powered Medical Summary Model for Physicians, Attorneys, and Medical Insurance Professionals.
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DeepKnit for Medical Summary and Review
Strengthening medical record review and summary with our advanced, trainable AI model!

Generative AI for Medico-Legal Chart Reviews

DeepKnit AI is an advanced medical record review model that can review and extract data from the medical records relevant to a case, according to your specific requirements. A generative and regenerative AI that is quick and efficient, and can be customized to meet your business requirements—all at a reasonable cost.

By leveraging DeepKnit AI’s enhanced Natural Language Processing (NLP) & Deep Learning algorithm, medical practitioners and legal firms can now efficiently process complex medical data, generate an overview of the patient’s health care history, and produce a chronology and summary of key events such as doctors’ visits, accidents, injuries, rehabilitation and recovery, with high accuracy and consistency.

Our DK Record Review model has been trained with high-quality datasets and models to provide a customized AI medical records summary. To ensure generative performance for the model, we compile quality datasets by curating and annotating diverse types of sources including anatomy, physiology, ICD and CPT codes, personal health data, lab results, administrative data and so on.

Our AI Medical Record Review Services

Beyond basic extraction and summarization procedures, DeepKnit AI can also handle key functions such as deposition summaries, general summaries, event chronologies, deduplication of information, hyperlinking, Bates stamping, and more. This significantly minimizes the time and effort required for medical record review. Utilizing AI in medical record review improves the overall functional workflow for your organization.

Medical Record Review

Medical Record Organization

Medical Case History & Summary

Medical Case Chronologies

Medical Bill Review

Medical Chart Review

Deposition Summaries

Trial Preparation

Plaintiff Fact Sheets

Key Features at a Glance

Comprehensive Summary Builder

Grasp key text and visual snapshots of documents interactively – page by page. Seamlessly build a comprehensive medical summary that captures every important detail.

Custom/Pre-defined Templates

Use a pre-defined summary template, or generate a custom-tailored medical summary to suit your needs.

Advanced Data Processing

DeepKnit AI excels in deduplication of information, hyperlinking, page stamping, generating concise summaries and chronologies, enhancing the clarity of medical records.

Intelligent Data Extraction

Our AI is well-trained in healthcare domains such as anatomy, physiology, pathology, ICD codes and CPT codes that helps it extract pertinent information from any document.

Interactive Timeline Summary

Get an immediate, holistic view of the patient’s medical history through our dynamic timeline, organizing key assessments, exams, and injury events in chronological order.

Flexible File Import/Export

Clients can upload medical records directly into our system, utilize our API, or employ FTP for batch uploads, and download the content in PDF, Word formats.

Document Comparison

Want to compare two documents or notes? Make it possible through our summary review which provides you with deeper insights into the processed documents.

Instruct DK

Give specific instructions you have for individual case files. Get customized instructions to improve data.

Smart Search & Save

Find important information in the summary quickly with DeepKnit AI’s advanced OCR search capabilities. Our model analyzes the Electronic Health Records (EHR) and instantly finds information.

Advanced Filtering

Easily filter your search by narrowing the medical summary to document type, Subjective, Objective, Assessment, and Plan (SOAP) categories, or a specified date range.

Built-in Annotator

Highlight key information by directly annotating medical records. Your annotations are automatically saved as the medical summary gets populated with critical insights in real time.

Quantum Guideline Management

Search and intelligently capture specific information such as surgeries, injury relationship, site of injury, specific notes and so on. Get lab information or SOFA score highlighted or separated out.

Upcoming Features:

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Interactive Chat Function

We are developing an advanced chat feature that will be trained to interact with users in a human-like conversational manner for more dynamic data retrieval and analysis.

Reinforcement Learning

DeepKnit AI will soon be incorporating reinforcement learning techniques that will enable our application to constantly improve its performance based on user interactions and feedback.

Voice Recognition

With this feature, attorneys and healthcare professionals will be able to dictate information directly to the AI, thereby streamlining data entry and documentation processes.

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Output Comparison and Template Optimization

Users will be able to compare different outputs and tweak templates to find and fill in missing information, improving the accuracy and completeness of medical records.

The DeepKnit AI Process

The AI-driven medical record review process makes analyzing records seamless and efficient. You can upload documents, create templates, manage reviews, track file statuses, generate reports, adjust settings, and integrate DK templates—all in one streamlined system.

1

Template

Use the available templates or set up custom templates to ensure your reviewed files are organized. Confirm the need for human in the loop review.

2

Upload

Upload the medical chart and documents onto our platform. Add special instructions if any. Now let DK AI start the process of reviewing.

3

Additional Features

Add hyperlinks to the source documents, Bates stamping and highlight key case facts using DeepKnit AI.

4

Processing

DeepKnit AI conducts a thorough analysis of the files, extracting necessary information while flagging discrepancies and documents that cannot be processed.

5

Data Mining

Have questions or need more details from the input files? You can review those thoroughly and chat with DK AI to quickly gather the information you need.

6

Learning

DeepKnit AI will start learning from your input and feedback to get better as you use. The goal is to keep providing you with an output that fits your needs ideally.

Human-in-the-Loop (HITL) Review

We realize that medical charts and notes may not always be scanned properly and there can be handwritten information that is extremely difficult to OCR and process. Here is where the HITL (Human-in-the-Loop) review can be used.

Clients have the option to review AI-generated outputs themselves or use our team for human review, making sure that any discrepancies or information that cannot be captured are flagged for further review, and also ensure compliance with specific guidelines. You can use the review screen in the process or share the data with peers for collaborative validation, enhancing data accuracy and consistency.

Let’s get started! Integrate DeepKnit AI into your claims’ workflow.

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Why Use DeepKnit AI?

Medical Summary and Review

Save Time and Cost

DeepKnit AI speeds up the tedious task of processing medical records, handling several hundred pages simultaneously.

Transparency and Coherence

It delivers clear and concise summaries, transforming complex medical records into easy-to-read chronologies, making it easier to understand the narrative of the patient record.

Accuracy

DeepKnit AI is capable of extracting relevant information from images and even handwritten texts (depending on the clarity of the uploaded document) with maximum precision.

Policy Adherence

DeepKnit AI uses sophisticated AI tools in medical record review to catalyze the process, adhering to policy guidelines and thus complies with the regulations in the medical field.

Strategic Insights

Our AI-generated summary provides deep insights into cases, assisting legal and healthcare practitioners to gain faster access to crucial information and make informed decisions during key proceedings.

Security

We ensure that there is no third-party access to the content. The information you entrust with us remains secure and confidential.

Dynamic Pricing and Turnaround Time

Our pricing model is based on the number of pages processed and the desired turnaround time. We offer competitive rates, especially for large volumes and specific guidelines.
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Real-life Case Scenarios

Medical record summaries and chronologies offer significant advantages in almost all areas of law practice. Let us take a look into some of those practice areas involved:

Medical Malpractice

DK AI’s NLP and Deep Learning model generates summaries that highlight the medical discrepancies, allowing attorneys to easily outline malpractices involved.

Product Liability

Our medical summaries in product liability cases demonstrate the clear, direct causality of a product on resultant medical conditions. It thereby organizes the evidence for attorneys when arguing causation and liability.

Mass Tort

The summaries are generated after reviewing the numerous medical records in mass tort cases, enabling attorneys to effectively utilize a large volume of data to develop cohesive legal strategies.

Medical Treatment Reviews

Do you require and AI to check treatment protocols and follow-up? DeepKnit AI can do that. It can integrate with your application and provide feedback depending on our requirements.

Workers’ Compensation

A clean record of the workplace injury and relevant treatment contributes to substantiating a valid claim under workers’ compensation. DeepKnit AI’s clear documentation ensures all related medical care is accounted for and compensated for.

Disability Cases

Our medical records summary traces how a medical condition is progressing over time. A well-documented evidence will be an asset when arguing the impact on the claimant’s daily life to prove eligibility for benefits.

Personal Claims

DeepKnit AI’s summary has a clear chronological record of medical care, helping personal injury lawyers correlate incidents and injuries. This record forms the basis of claims with strong evidence on acts of negligence and proper claims for compensation.

Redefining AI Medical Review and Summary

Empowering Medical and Legal Professionals with Optimized Medical Record Reviews

Talk to us today!