Mammography

AI platform for mammogram analysis
Medical device registration certificate No. RZN 2021/14449

Integrated with Moscow Unified Radiological Information Service
200+ radiology departments

Celsus solutions are used in more than 55 regions of Russia

The best mammography service in terms of quality metrics and doctors' opinion according to the mosmed.ai rating

Analysis

The system detects and highlights
11 classes of findings on the image

Interpretation

The system determines breast tissue density
by ACR and assigns the Bi-RADS
category to the study

Speed

A package of 4 projections (RCC, LCC, RMLO, LMLO) is processed
in less than 60 seconds

Accuracy

Bi-RADS interpretation accuracy
over 90%

Analysis

The system detects and highlights
11 classes of findings on the image

Interpretation

The system determines breast tissue density
by ACR and assigns the Bi-RADS
category to the study

Speed

A package of 4 projections (RCC, LCC, RMLO, LMLO) is processed
in less than 60 seconds

Accuracy

Bi-RADS interpretation accuracy
over 90%

Celsus results (Mammography)

An AI-annotated series is added to the study: findings are highlighted right on the image

Secondary Capture (SC) — Mammography
Use cases

Diagnosis and screening on an outpatient basis

The solution is adapted for diagnostic and screening scenarios

Retrospective analysis

Multithreaded processing makes it possible to analyze the full volume of studies for a given period

Remote diagnosis

Possibility to analyze studies remotely using telecommunication channels

Screening with mobile mammography units

The system can be deployed locally on the equipment and used remotely

How it works

Data transmission

Equipment sends studies to the RIS/PACS. RIS/PACS transmits studies to the Celsus AI Core via the API

Image analysis

Celsus receives images, the algorithm analyzes them and detects signs of abnormal changes

Work results

Upon completion, the images are deleted, and the analysis results are transmitted to the RIS/PACS and are available to the radiologist at their workstation

Integration with PACS/HIS/RIS

After integration, Celsus can be used in the usual doctor's workflow

HL7/FHIR protocol support

International standards for the exchange, management and integration of electronic health information

Projects results

Results of work in more than 55 regions of the Russian Federation

Time minimization

Up to 50% reduction in the time a specialist spends analyzing studies

Improvement

Up to 20% increase in cancer detection at early stages

Scale

More than 800,000 studies have been analyzed

Minimization of the risk of errors

In some cases, AI detected signs of pathologies that were invisible for a radiologist

CELSUS · AI SERVICE

Mammography

Studies successfully processed by year

Total processed

3,587,427

Jul 24, 2024 – Oct 15, 2026

365,853

1,648,015

1,573,559

2024

Jul 24 – Dec 31

≈ 69k per month

2025

full year

≈ 137k per month

2026

Jan 1 – Oct 15

≈ 166k per month

October 15, 2026

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