Hypercube Redact

Everyone claims accuracy.
Mendel delivers certified results.

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Your Data is Unique

Many Solutions claim they can achieve near-total redaction.
In reality, most of these systems were only tested against publicly available datasets, such as I2B2 or MIMIC, and fail to deliver the same on your data. Everyone’s data has different edge cases, making the 99% threshold challenging for traditional AI.
Image of a medical document with redacted information

Mendel.ai is Unique

The Mendel team spent years developing a novel technology that can adapt to your data and always deliver the 99% threshold across different data types. Our redaction capabilities were certified in multiple evaluations by Mirador Analytics.
Table showing how Mendel's Hypercube Redact can adapt to different types of data.
Precision %
recall %
Data Type
Folder
n
% reduction
Estimate
Interval
Estimate
Interval
Total
A
1285
99.85
100.00
99.97-100.00
99.85
99.73-99.95
Imaging
B
212
99.77
100.00
99.83-100.00
99.77
99.38-99.98
Labs
C
64
99.50
100.00
99.26-100.00
99.50
98.20-100.00
Notes
D
137
100.00
100.00
99.70-100.00
100.00
99.72-100.00
Others
E
580
99.86
100.00
99.93-100.00
99.86
99.68-99.98
Pathology
F
38
100.00
100.00
99.90-100.00
100.00
98.96-100.00
Prescriptions
G
4
100.00
100.00
99.61-100.00
100.00
92.81-100.00
Procedure
H
29
100.00
100.00
99.53-100.00
100.00
98.52-100.00
Progress
I
72
100.00
100.00
99.52-100.00
100.00
96.20-99.32
Reports
J
39
99.13
100.00
99.78-100.00
99.13
96.94-100.00
Visits
K
110
100.00
100.00
99.60-100.00
100.00
99.60-100.00
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Case Studies and Publications

Faithfulness Hallucination Detection in Healthcare AI: Ensuring Reliable Medical Summaries
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Revolutionizing Patient Cohort Identification with AI – Insights from Mendel’s ACR Benchmark
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Introduction to Hypercube’s Ontology and Reasoning Engine
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View Success Stories

Got a question?

Can you deploy in my environment?
Yes, we can deploy de-identification in your environment.
Do you handle faxes and PDFs?
Yes, we have a robust OCR system that feeds the de-identification solution.
Can the system go beyond the HIPAA safe harbor?
Yes, we go beyond the safe harbor and customers can add additional variables they want to de-identify.
What is an expert determination and why is it important?
Expert determination is the process of having a qualified third party certify the redaction results are in compliance with HIPAA guidelines. Mendel works directly with Mirador Analytics, the leading HIPAA Expert Determination provider, to review and certify Mendel’s redaction results are within HIPAA stated guidelines and in compliance.
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