CLARUS-N

AI for Unlocking Neuroimages

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About

CLARUS-N

Clārus :명확한, 분명한

Comes from Latin, and its meaning includes:

Clear, Bright, Distinguished, Easily understood

"Clarus" reflects the goal of making complex brain imaging
clear, accurate, and accessible.

-N: "hyphen N" meansAI (N)

CEO

김시온

Sion Kim, M.D.

Neurosurgeon

Critical Care Specialist

Specialist in Endovascular Neurosurgery

Specialist by the Korean Society of Cerebrovascular Surgery

Strengths

Distinctive Strengths of CLARUS-N

Expert-Annotation by Neurosurgeon

Every case, Every Pixel

High-Accuracy Annotation

Precise Annotation Grounded in Deep Clinical Understanding

Consistency of Annotations

Minimize Inter-observer Variability

Large-scale datasets

Over 26,000 cases · 1.7M DICOM files

Rapid AI Solution Development Process

8 pipelines completed within 11 months

Background

Research Context and Motivation

Ultra-Aged Society in 2025

2025년 초고령 사회 진입

65세이상의 노인 인구가 전체 인구의 20%이상을 차지

A Surge in Neurological Diseases Due to an Ultra-Aged Society

초고령화 사회로 인한 신경계 질환의 급증

뇌졸중, 뇌위축, 치매와 같은 뇌질환 환자의 기하급수적 증가

Scarcity of Neurological Specialists

신경계 전문 인력의 희소성

신경과·신경외과 전문의는 전체 의사의 5.7%에 불과

Complexity of Neuroimaging Interpretation

MRI, CT 영상 해석의 난해함

복잡한 영상 구조와 미세한 병변으로 판독 난이도가 매우 높음

The Urgency and Fatality of Neurological Diseases

신경계 질환의 긴급성과 직결되는 치명성

뇌졸중은 단일질환 사망률 2위

Regional Imbalance in the Distribution of General Hospitals

병원 접근성의 지역별 불균형

강원·제주지역은 3차 종합병원 진료가 매우 어려움

Performance

Pipeline Characteristics

MRA AI for Vessel reconstruction

Precise reconstruction of even the finest blood vessels.

InputTOF images

DICE0.872

Analysis time6.8sec

View Manipulationzoom in, zoom out, rotation, pan

MRA AI for Aneurysm detection

Detects more accurately than a neuro-specialists.

InputTOF images

Sensitivity92.0%

Specificity97.8%

Analysis time20.3sec

Training data3500 cases, 5030 aneurysms

Overwhelming detection performance

MRA AI for Stenosis detection

Detects stenosis up to the A2 and M2 segments.

InputTOF images

Sensitivity95.8%

Specificity86.4%

Analysis time22.4sec

Training data1722 cases

Particularly effective for multi-focal stenosis

DWI AI for Infarcted Region Detection

Accurately identifies even minute infarct lesions

InputDWI images

Dice0.820

Analysis time22.0sec

Training data6002 cases

Optimized for detecting multiple small infarction

DWI AI for Mapping Vascular territories

Mapping the vascular territory that caused the cerebral infarction

InputDWI images

Dice0.820

Analysis time22.0sec

Training data6002 cases

Six Major Vessel

ADC AI for Infarction Onset Detection

Transferring DWI-predicted lesions to ADC to estimate time since onset.

InputADC images

Dice0.820

Analysis time22.0sec

Training data1919 cases

Acute, Subacute, Chronic stage

MRA AI for Carotid Vessel reconstruction

CCA-rendered images provide superior visualization compared to MIP

InputCarotid TOF images

Dice0.916

Analysis time4.5sec

MRA AI for Carotid Stenosis & occlusion

Identifies stenotic and occlusive regions.

InputCarotid TOF images

Sensitivity85.3%

Specificity92.3%

Analysis time7.5sec

Training data622 cases

CT AI for Hemorrhage Detection

Robustly identifies subtle hemorrhages that are easy to miss

InputAxial CT images

Dice0.928

Analysis time2.9sec

Training data5556 cases

CTA AI for Vessel Reconstruction

Rapid and detailed 3D reconstruction of the cerebral vessels.

InputCTA source images

Dice0.912

Analysis time7.5sec

Training data200 cases

Highly advanced in bone subtraction for the cavernous segment

Click a pipeline to view the AI analysis results

Research Analysis Request

연구용 데이터 AI 분석 의뢰

MRI 또는 CT 데이터를 첨부하세요

클릭하거나 파일을 여기로 끌어다 놓으세요 (최대 25MB)

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DICOM 파일 형식 지원 (최대 25MB)

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전송된 파일은 NIfTI 파일형식으로 모두 전환됩니다

•

NIfTI 파일형식의 특성상 모든 환자개인정보가 자동 삭제됩니다

•

전송된 파일도 NIfTI 전환 후 모두 삭제됩니다

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분석된 영상은 이메일로 24시간 이내로 보내드립니다

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빠른 영상분석이 필요시에는 파일 업로드 후 contact의 연락처로 문의 바랍니다.

ANALYSIS REQUEST: 0231

Contact

Research Collaboration
& Technical Partnerships

E-mail

clarusnai@gmail.com

Click to Copy

Tel

+82-2-6956-5338

Contact

CLARUS-N에 관심 가져주셔서 감사합니다.
제품에 관한 사항, 기술제휴 및 협력 등의 문의를 남겨주시면 확인 후 빠르게 연락 드리겠습니다.

CLARUS-N

Distinctive Strengths of CLARUS-N

Research Context and Motivation

Pipeline Characteristics

MRA AI for Vessel reconstruction

MRA AI for Aneurysm detection

MRA AI for Stenosis detection

DWI AI for Infarcted Region Detection

DWI AI for Mapping Vascular territories

ADC AI for Infarction Onset Detection

MRA AI for Carotid Vessel reconstruction

MRA AI for Carotid Stenosis & occlusion

CT AI for Hemorrhage Detection

CTA AI for Vessel Reconstruction

연구용 데이터 AI 분석 의뢰

Research Collaboration& Technical Partnerships

Contact

Research Collaboration
& Technical Partnerships