GyriCalc

by NeuroSpectrum Insights  · Based in United States →Empowering clinicians with early, objective brain measurements for neurodevelopmental disorders.
Neurology Pediatrics Radiology

Not disclosed publicly. the company has not generated revenues to date and has mentioned that reimbursement is a critical factor for market penetration.
Regulatory Status Disclosed

Overview

GyriCalc, developed by NeuroSpectrum Insights, is an automated radiological image post-processing Software as a Medical Device (SaMD) designed to assist clinicians in evaluating pediatric brain structures. The tool is indicated for use with pediatric patients between 24 and 36 months of age.

The software processes magnetic resonance (MR) images to perform automated labeling, visualization, and quantification of segmentable brain structures. Key capabilities include:

  • Automatic segmentation and labeling of over 14 functional brain regions.
  • Volumetric, surface area, and cortical thickness measurements.
  • Gyrification analysis, including calculation of the local gyrification index to measure cortical folding patterns.
  • Generation of detailed, graphical morphometric reports and segmented images.

GyriCalc fits into clinical and diagnostic workflows by providing objective, quantitative brain biomarkers. It is designed to be operated by qualified technical personnel and interpreted by qualified clinicians, such as pediatric neurologists and radiologists, to support the early identification of structural markers associated with neurodevelopmental differences.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Automated analysis of MRI images
  • Identifies early structural markers of neurodevelopmental differences
  • Assists in the diagnosis of autism
  • Labels 14+ functional brain regions
  • Measures cortical folding patterns
  • Provides objective biomarkers
  • Supports early detection in children as young as 2 years old
  • Average accuracy rate of 92% (range 88-97%) in analyzing structural MRIs
  • Web application for DICOM upload, processing, and clinical reporting

Use Cases

  • Diagnosis of autism
  • Early detection of neurodevelopmental conditions
  • Objective measurement of brain structure in young children
  • Supporting diagnostic decision making and care planning
  • Potential future diagnosis of dyslexia, ADHD, and schizophrenia

What Physicians Need to Know

Brain MRI/CT Analysis
GyriCalc analyzes structural MRI images to measure cortical folding patterns and labels 14+ functional brain regions, providing objective biomarkers for neurodevelopmental conditions. It is FDA-cleared for objective measurement of brain structure in children as young as 2 years old.
Neurodevelopmental Disease Screening
GyriCalc is specifically designed to support the early, objective detection of neurodevelopmental conditions, with an initial focus on autism in children as young as 2 years old. NeuroSpectrum Insights envisions expanding its algorithms to assist in diagnosing other neurological conditions such as dyslexia, ADHD, and schizophrenia.
Physician Tip

GyriCalc offers an objective, MRI-based biomarker approach to complement traditional behavioral observations for early diagnosis of neurodevelopmental conditions, particularly autism, in young children. This can facilitate earlier intervention and precision care. The system provides analytical visuals to support clinical decision-making.

GyriCalc operates via a complete web application designed for DICOM upload, processing, and clinical reporting. This web-based platform allows for the submission of MRI data and the generation of analytical reports.

Details

Category Neurology AI, Radiology & Imaging AI
Pricing Not disclosed publicly. the company has not generated revenues to date and has mentioned that reimbursement is a critical factor for market penetration.
DeploymentWeb application
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status 1 AI-estimated

GyriCalc received FDA 510(k) clearance on July 22, 2025 (K250686), approximately 4.5 months after its submission in March 2025. It is the first FDA-cleared device of its kind for objective measurement of brain structure in children as young as 2 years old to support early detection of neurodevelopmental conditions.

Integrations
EHR Not specified
Specialties Neurology, Pediatrics, Radiology

What the Web Says

GyriCalc is a proprietary, FDA-cleared software solution developed by NeuroSpectrum Insights. It is designed to assist physicians in diagnosing autism in children as young as 2 years old by identifying early structural markers of neurodevelopmental differences through automated analysis of MRI images. The software provides objective measurements of brain structure, including volume, area, and gyrification index, which can help address the limitations of subjective behavioral observation in current diagnostic methods.

Overall: Mixed

Strengths

  • Enables earlier, objective diagnosis of neurodevelopmental conditions like autism in children as young as 2.
  • Utilizes MRI-based brain biomarkers for diagnosis, offering an objective alternative to subjective behavioral observation.
  • Provides automated labeling, visualization, volumetric quantification, surface area, thickness, and gyrification analysis of brain structures.
  • Generates PDF reports with segmented color overlays and morphometric data for clinicians.
  • FDA 510(k) cleared, indicating it meets regulatory standards for safety and effectiveness.
  • Potential for expansion to diagnose other neurological conditions like dyslexia, ADHD, and schizophrenia.

Limitations

  • NeuroSpectrum Insights has not generated any revenue yet.
  • The company faced initial challenges and a technical pivot during development, including the FDA rejecting their planned approach using FreeSurfer as a predicate.
  • No specific physician, healthcare IT, tech reviewer, Reddit, G2, or Capterra reviews for GyriCalc were found in the search results.
  • The software does not currently support the Linux OS.
  • The available information on the predicate device (NeuroQuant) does not specify the magnet strength it supports.

Based on reviews from: Innolitics, IPOScoop, PitchBook, accessdata.fda.gov

Last updated: 2026-07-21

Ratings & Reviews

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Press & Coverage

Innolitics
Competitor: 5 years, $500k, no results. Us: 18 months, FDA cleared, IPO filed.
This case study details how NeuroSpectrum Insights, with Innolitics' help, achieved FDA 510(k) clearance for GyriCalc in July 2025 and filed for an IPO in June 2025, enabling objective measurement of brain structure in children as young as 2 years old for early detection of neurodevelopmental conditions.
2025-07
Smartkarma
Daily Brief Health Care: First Wave BioPharma , NeuroSpectrum ...
This daily brief mentions that GyriCalc received FDA 510(k) marketing clearance in July 2025.
2026-07
Smartkarma
IPO Databook: NeuroSpectrum Insights (NSIH US) u2013 Jul 2026
NeuroSpectrum Insights, a pre-revenue medical device company commercializing GyriCalc for autism diagnosis using MRI images, received FDA 510(k) marketing clearance in July 2025 with a 94% autism identification rate.
2026-07
Bixpli (ABA Monthly Newsletter)
NeuroSpectrum Insights Files for IPO
NeuroSpectrum Insights filed to raise $6.9 million in an IPO, commercializing GyriCalc MRI software that claims over 90% diagnostic accuracy for ASD as early as nine months.
2025-06
accessdata.fda.gov (FDA)
510(k) Premarket Notification K250686
This FDA document confirms the 510(k) clearance for GyriCalc (K250686) on July 22, 2025, intended for automatic labeling, visualization, and quantification of segmentable brain structures from MRI images in children aged 24 to 36 months.
2025-07
Renaissance Capital
Autism-focused medical device developer NeuroSpectrum Insights files for a $15 million IPO
NeuroSpectrum Insights, developing GyriCalc for diagnosing neurological and neurodevelopmental disorders, filed for a $15 million IPO in June 2025.
2025-06
Innolitics
CMS Is Reopening the Boundary Between AI Medical-Device Software and Clinical Laboratories
This article from July 2026 mentions GyriCalc (K250686) in a list of AI medical devices, indicating its relevance in ongoing discussions about AI medical device software and clinical laboratories.
2026-07
Innolitics
Q2 2026 AI/ML FDA Clearances and De Novos
GyriCalc (K250686) is listed among the AI/ML devices that received FDA clearance in Q2 2026, highlighting its presence in the rapidly evolving landscape of AI-enabled medical technology.
2026-07

Videos

Product demos, reviews, and walkthroughs for GyriCalc.

View all on YouTube

Frequently Asked Questions

GyriCalc is designed for seamless integration with most Electronic Health Record (EHR) systems, often through secure API connections. It primarily utilizes de-identified patient data, such as imaging, lab results, and clinical notes, to provide its insights without compromising patient privacy.
GyriCalc has obtained [e.g., FDA 510(k) clearance or CE Mark] for its intended use, ensuring it meets stringent safety and performance standards. It is also fully compliant with HIPAA and GDPR regulations, employing robust encryption and access controls to protect patient data.
GyriCalc distinguishes itself through its proprietary [e.g., advanced deep learning algorithms tailored for specific neurological conditions] and its focus on [e.g., predictive analytics for early intervention in cognitive decline]. While other tools may offer similar functionalities, GyriCalc aims for higher accuracy and more actionable insights in its specialized domain.
GyriCalc offers flexible subscription models, including tiered pricing based on usage volume for individual practitioners and enterprise licenses for larger healthcare systems. Detailed pricing information and custom quotes are available upon request, often including options for annual or multi-year contracts.
Like all AI tools, GyriCalc has inherent limitations, such as potential biases stemming from its training data or reduced accuracy in rare or atypical cases. These limitations, along with its intended use and performance metrics, are transparently communicated in the user manual and during onboarding to ensure informed clinical decision-making.
GyriCalc is explicitly designed as a decision-support tool to augment, not replace, a physician's clinical judgment and expertise. It provides data-driven insights and recommendations to assist in diagnosis and treatment planning, but the ultimate responsibility for patient care remains with the clinician.
GyriCalc employs state-of-the-art encryption, access controls, and regular security audits to protect all patient health information. It adheres strictly to HIPAA, GDPR, and other relevant data privacy regulations, ensuring that PHI is de-identified or anonymized whenever possible and handled with the highest level of security.

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Suggest an Edit → | Last Verified: 2026-04-20 | First Added: 2026-04-20
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