Cortechs.ai | COVID-19 neurological manifestations and brain volumetrics

COVID-19 neurological manifestations and brain volumetrics

Cortechs.ai is providing the most widely used clinical brain morphometry tool to help with the follow-up of COVID-19 patients and to contribute to neurological research of the pandemic. 

As the COVID-19 pandemic progresses, there are reports from different institutions around the world of neurological symptoms and manifestations in the central and peripheral nervous systems (CNS, PNS). Due to these findings, Cortechs.ai is offering a new complimentary brain volumetric report package.

Our LesionQuant FLAIR Lesion Report, NeuroQuant Triage Brain Atrophy (TBA) and Custom COVID-19 reports (learn more) are available, free of charge, to all facilities for COVID-19 patients or for COVID-19 research. Through the use of our automated software, it is possible to monitor the volumes of 75 brain structures and regions, as well as any changes in lesion burden or lesion distribution over time. As the research on the neurological effects of the disease is ongoing, our offering may be updated accordingly.

Neurological and Respiratory ConnectionLi and colleagues at Jilin University believe that SARS-CoV-2 may infect nerve cells, particularly neurons in the medulla oblongata, which is part of the brain stem that serves as the control center for the heart and the lungs, the damage could contribute to “acute respiratory failure of patients with COVID-19.” Their autopsy studies demonstrated that signs of cerebral edema and meningeal vasodilation could be detected in most cases of SARS.

Since the World Health Organization (WHO) [1] published the first technical publication for the scientific and public health community, and world media, on January 5, 2020, the clinical focus has primarily centered on the virus’ prodromal symptoms and severe respiratory effects. However, many neurologists are now reporting that COVID-19 symptoms may also include encephalopathy, ataxia, and other neurologic signs. A study published in the Journal of Medical Virology [2], Li, Bai, and Hashikaw (2020) stated that “increasing evidence shows that coronaviruses are not always confined to the respiratory tract and that they may also invade the central nervous system, inducing neurological diseases.”

Central Nervous System, Peripheral Nervous System, and Skeletal Muscular Manifestations

While COVID-19 primarily affects the lungs, the latest research (below) shows that patients, especially ones with more severe infection, may also manifest neurologic symptoms of the CNS, PNS, and skeletal muscular symptoms. Cortechs.ai’ existing fully automated brain volumetric solutions can be easily customized to provide COVID-19 relevant brain volumetric information in minutes. 

COVID-19 patients may manifest neurologic symptoms, which, according to Mao et al. (2020) in an article published in JAMA Neurology [3], are more likely to manifest in patients with more severe infection. In this study, 36.4% of patients experienced:

CNS Symptoms:

  • Dizziness
  • Headache
  • Impaired consciousness
  • Acute cerebrovascular disease
  • Ataxia
  • Seizures

PNS Symptoms:

  • Taste impairment
  • Smell impairment
  • Vision impairment
  • Nerve pain

Mao and colleagues found that some patients develop COVID-19-related symptoms only after showing neurologic symptoms, but the rate of neurological symptoms is higher in patients with more severe respiratory disease status1. According to Kandemirli et al. (2020) in a study published by the Radiological Society of North America [4], of those patients in the intensive care unit with COVID-19 infection presenting neurologic symptoms who underwent MRI, 44% (12/27) had abnormal MRI findings. 

While Cortechs.ai’ NeuroQuant and LesionQuant volumetric software were not designed to diagnose COVID-19, they can provide longitudinal quantitative data to inform clinicians about brain regions the disease could be affecting and automatically compare the results with others of the same age and sex. This may help physicians detect and address any findings that are treatable. 

Cortechs.ai | COVID-19 neurological manifestations and brain volumetrics

The MRI images here demonstrate an exam of a 59-year old intubated male patient with altered mental status. The FLAIR images demonstrate prominent symmetric white matter hyperintensity and right frontal cortical hyperintensity. There is also linear hyperintensity within the frontal sulci. These hyperintensities will be automatically quantified and tracked longitudinally with LesionQuant.

Complimentary COVID-19 Report Package

The LesionQuant FLAIR Lesion Report, NeuroQuant Triage Brain Atrophy (TBA) and Custom COVID-19 reports are available in a complimentary package. These reports segment and quantify patient brain structures and lesions in under 30 minutes.  As the research on the neurological effects of the disease is ongoing, our offering may be updated accordingly.

This complimentary report package is intended to be used in the follow-up of patients who have been diagnosed with COVID-19 and are experiencing neurological symptoms. 

Fill out our “Contact Us” form for free access to the NeuroQuant and LesionQuant COVID-19 report package. 

References

  • WHO Timeline – COVID-19. (2020). Retrieved 28 May 2020, from https://www.who.int/news-room/detail/27-04-2020-who-timeline—covid-19
  • Li YC, Bai WZ, Hashikawa T. The neuroinvasive potential of SARS-CoV2 may play a role in the respiratory failure of COVID-19 patients. J Med Virol. February 27 2020:10.1002/jmv.25728. doi: 10.1002/jmv.25728. Epub ahead of print.
  • Mao L, Jin H, Wang M, et al. Neurologic Manifestations of Hospitalized Patients With Coronavirus Disease 2019 in Wuhan, China. JAMA Neurol. Published online April 10, 2020. doi:10.1001/jamaneurol.2020.1127
  • Kandemirli, Sedat G et al. “Brain MRI Findings in Patients in the Intensive Care Unit with COVID-19 Infection.” Radiology, 201697. May 8, 2020, doi:10.1148/radiol.2020201697

 

 

More Resources

09/03/2025

Reimbursement Considerations for OnQ Prostate and Category III CPT Codes 0648T & 0649T

Learn how Cat. III CPT codes 0648T and 0649T apply to OnQ™ Prostate, offering guidance for accurate reporting, reimbursement, and building evidence for coverage

09/02/2025

Maximizing the Value of Prostate MRI for the Urologist

Even with expert radiologists or AI models at hand, the challenge remains: how can urologists improve seeing and interpreting cancer?

08/18/2025

Why Bigger Normative Databases Mean Better Brain Imaging

NeuroQuant® 5.2 compares patient brain MRI volumes to over 7,000 healthy scans, giving clinicians clear, percentile-based context for better assessments.

08/07/2025

Navigating Reimbursement for NeuroQuant: Understanding CPT Codes 0865T & 0866T 

Let’s break down the latest category III CPT codes and example clinical use cases that illustrate their value.

07/31/2025

Precision Without the Pressure: Smarter Brain Tumor Monitoring

Learn about NeuroQuant Brain Tumor 2.0 and how it assists clinicians by providing objective quantification and analysis of tumor changes over time.

07/30/2025

Cortechs.ai Announce Next-Gen NeuroQuant Brain Tumor: AI-Driven Metastasis & Meningioma Segmentation 

NeuroQuant Brain Tumor is the first FDA-cleared, cloud-native tool to offer automated volumetric segmentation for brain metastases, meningiomas, and gliomas.
Scroll to Top