Everyone claims 99% but Mendel actually gets certified

Mendel delivers the redaction fidelity needed to secure an expert determination.
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Your Data is Unique

Many solutions claim they can redact above 99%.

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.

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.

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Precision %
Recall %
Data Type
Folder
n
% Reduction
Estimate
Estimate
Interval
Interval
Total
B
99.93 - 100.00
100.00
98.20 - 100.00
99.50
99.26 - 100.00
100.00
99.38 - 99.98
99.77
99.72 - 100.00
100.00
99.70 - 100.00
99.86
100.00
100.00
99.50
580
137
64
H
G
F
E
D
C
99.73 - 99.95
99.85
99.97 - 100.00
100.00
99.85
1285
A
100.00
29
92.81 - 100.00
100.00
99.61 - 100.00
100.00
100.00
4
98.86 - 100.00
100.00
99.90 - 100.00
100.00
100.00
38
99.68 - 99.98
99.86
99.83 - 100.00
100.00
99.77
212
Visits
Reports
Progress
Procedure
Prescriptions
Pathology
Others
Notes
Labs
Imaging
99.60 - 100.00
100.00
99.60 - 100.00
100.00
100.00
110
K
96.94 - 100.00
99.78 - 100.00
99.13
100.00
99.13
39
J
96.20 - 99.32
97.99
99.52- 100.00
100.00
100.00
72
I
98.52 - 100.00
100.00
99.53 - 100.00
100.00

FAQs

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.
Do you redact dates?
Yes, if the customer requests it we can shift them to maintain clinical fidelity.

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