NeuroCheck AI — AI-Based Assessment System with Continuous Monitoring & Long-Term Data Tracking
Neurology clinical environment
AI-Powered Passive Computer Vision Assessment

AI-Based Neurological Assessment with Continuous Monitoring

A computer vision-based AI system for comprehensive neurological examinations, cognitive performance assessments, and frailty screenings—using deep neural networks and passive audiovisual analysis across ICU, inpatient, outpatient, and home settings.

Brain scan neuroimaging
Passive Computer Vision Analysis
CNN & RNN/LSTM deep neural network assessment
<0.5s
Edge Processing Latency
🔒
HIPAA-Aligned
No raw video stored — ever
Laboratory background
AI
Powered
Doctor reviewing brain imaging
Clinical team collaboration
Who We Are

AI-Powered Assessment with Continuous Monitoring & Long-Term Tracking

NeuroCheck AI is a computer vision-based, AI-powered system designed for conducting comprehensive neurological examinations, cognitive performance assessments, and frailty screenings. Using deep neural networks—including convolutional neural networks (CNNs) for movement recognition and recurrent neural networks (RNNs/LSTMs) for temporal analysis—our platform automates the assessment of cranial nerve function, motor strength responses, and cognitive performance.

The system continuously monitors patients using multiple room-mounted cameras and a tablet/smartphone interface with audiovisual capture, integrating with electronic health records (EHR) and a personal digital health binder for long-term outcome tracking and predictive analytics across ICU, inpatient, outpatient, and home settings.

Our mission: Deliver AI-based passive computer vision assessment and continuous monitoring to support clinicians with actionable intelligence—while maintaining the highest standards of patient privacy and data security.
Our Clinical Focus →
Clinical Focus

Comprehensive Assessment Capabilities

AI-powered algorithms for assessing neurological and cognitive parameters through passive computer vision analysis and standardized clinical protocols.

Neurological brain imaging
Neurological &
Cognitive Assessment

AI-powered assessment of cranial nerve function, motor responses, and cognitive performance through passive computer vision. Includes automated Glasgow Coma Scale (GCS) scoring and cranial nerve testing (CN II–XII).

GCS ModuleCranial Nerve TestingCognitive BaseliningCNN / RNN
Patient care and mobility
Frailty Screening
& Fall Risk

Passive computer vision frailty assessment using Clinical Frailty Scale (CFS), Timed Get Up and Go (TUG), temporalis muscle thickness for sarcopenia detection, and fall risk scoring via the Hopkins Fall Risk Assessment Tool.

CFS / TUGSarcopenia DetectionHopkins Fall RiskGait Analysis
ICU monitoring equipment
Delirium Detection
& GCS Scoring

Continuous audiovisual monitoring for early delirium detection using CAM-ICU-7 and ICDSC scoring tools. Automated RASS assessment for intubated or sedated patients, with real-time EHR integration for mental status updates.

CAM-ICU-7ICDSCRASS ScoringReal-Time EHR
Technology

How NeuroCheck AI Works

A dual-camera and multi-camera system with AI-powered assessment models, designed to operate across pre-operative, intra-operative, post-operative, and home environments.

1
Multi-Camera Capture
Dual-camera and multi-camera setup with room-mounted and bedside cameras capturing real-time video and audio.
2
Deep Neural Networks
CNNs for movement recognition and RNN/LSTM networks for temporal analysis of movement patterns and coordination.
3
Assessment Models
AI-powered screening manager performs GCS scoring, delirium screening (CAM-ICU-7, ICDSC), and frailty assessments.
4
EHR + Health Binder
Integrates with EHRs and a personal digital health binder for long-term tracking and predictive analytics.
Research laboratory environment
Research & Validation

Patent-Backed Clinical Innovation

Our technology is built on patented AI assessment methods with continuous monitoring and long-term data tracking capabilities.

Cognitive Baselining & Longitudinal Tracking

Structured baseline interviews assess depth and breadth of knowledge on patient-selected topics. Quarterly cognitive check-ins compare responses to baseline data to detect decline or improvement over time.

Surgical Quality Databank

Pre-operative, peri-operative, and post-operative neuroexamination data stored and analyzed with deep neural network analytics to predict and score surgical difficulty. Time-based follow-up tracking at 3, 6, 9, and 12 months.

EHR Integration & Radiology AI

NLP extraction of key information from radiology reports, reverse-engineered into VR visualizations. Predictive analytics using historical assessment data to forecast long-term patient outcomes with unique patient identifiers (UPI).

Our Team

Founders & Advisors

Bringing together neurosurgical expertise, clinical research, and AI engineering from Hurley Medical Center's Neurological Center of Excellence.

Marc Moisi, MD, FAANS, FACS
Co-Founder / Clinical Lead

Director of Neurosurgery & President of the Michigan Association of Neurosurgeons. NYU School of Medicine, fellowship in complex & minimally invasive spine surgery at Swedish Neuroscience Institute. 45+ peer-reviewed publications. Board Certified Neurosurgeon.

Christian Bowers, MD
Co-Founder / Technical Lead

Director of Neurosurgical Oncology & Associate Professor at Hurley Medical Center. Georgetown University, fellowship at Swedish Neuroscience Institute. 2019 NREF Young Clinical Investigator Award. 125+ publications. Founder, Bowers Neurosurgical Frailty & Outcomes Data Science Lab. Patent inventor.

Rich Rubel
Co-Founder / AI Engineer

B.S. in Information Technology from Northern Arizona University. Former Division I Baseball at the University of Connecticut. Former owner of Frozen Ropes Baseball & Softball Training Center. Platform architect for NeuroCheck AI's computer vision and deep learning pipeline.

Medical technology
Get in Touch

Ready to Explore a Clinical Pilot?

Whether you're a clinician, researcher, hospital administrator, or investor—we'd love to connect and discuss how NeuroCheck AI's patented assessment technology can support your clinical and research goals.

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