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Firefly Announces Discovery of New Brain Wave Biomarkers For Differential Diagnosis of ADHD

Key Takeaway: Firefly Neuroscience has announced a significant advancement in identifying ADHD subtypes using AI-powered EEG technology. This breakthrough could enhance clinical diagnosis by providing objective biomarkers, potentially leading to more personalized treatment plans. The company aims to build the world's first EEG/ERP brain foundation model, leveraging a vast repository of brain scans to improve outcomes for ADHD patients.

Market Sentiment Analysis

POSITIVE FACTORS

  • Introduction of objective biomarkers for ADHD subtype differentiation.
  • Potential to improve treatment personalization and monitoring.
  • Advancement in AI-powered EEG technology for brain health.
  • Access to extensive brain scan data for future research.

Full Press Release Details

Over 22 million Americans are diagnosed with ADHD — yet an objective biological marker for distinguishing between its three distinct subtypes has, to date, remained elusive1
Firefly’s AI-powered EEG/ERP technology may help identify which ADHD subtype a patient has — potentially complementing subjective symptom checklists with neural signal-based precision
Subtype identification could change the clinical equation: Firefly’s platform may help clinicians determine the most appropriate treatment type, inform dosage decisions, and potentially monitor whether an intervention is working
The breakthrough advances Firefly’s mission to build the world’s first EEG/ERP brain foundation model — being trained on a growing repository of over 191,000 brain scans
KENMORE, N.Y., March 13, 2026 (GLOBE NEWSWIRE) -- Firefly Neuroscience, Inc. (“Firefly” or the “Company”) (NASDAQ: AIFF), an Artificial Intelligence (“AI”) company developing innovative solutions that improve brain health outcomes for patients with neurological and mental disorders, today announced the advancement of research using Resting EEG/Cognitive EEG (ERP) brain scans collected on its FDA-510(k)-cleared Evoke System to potentially distinguish between the three main subtypes of attention-deficit/hyperactivity disorder (“ADHD”): hyperactive and impulsive, inattentive, and combined.2ADHD represents a U.S. treatment market estimated at over $10 billion, yet the condition has historically been diagnosed without objective biological tools for subtype differentiation.3
Today, a diagnosis of adult ADHD is based upon meeting the following general symptoms-based criteria: symptoms should be present in two or more settings, such as home, work or school; symptoms should clearly interfere with or reduce the functioning of a person in social, work, or school-related activities; symptoms experienced cannot be better explained by another mental health condition, such as depression or anxiety; and symptoms should not only occur during the course of a psychotic disorder like schizophrenia.4
In addition, healthcare professionals typically use theDiagnostic and Statistical Manual of Mental Disorders (DSM-5-TR)to distinguish between the three types of ADHD. According to the DSM-5, adult ADHD may be diagnosed in the following cases: (i)hyperactive and impulsive type ADHD- at least five symptoms of hyperactivity and impulsivity for more than six months without meeting the diagnostic criteria for inattentive behavior; (ii)inattentive type ADHD- at least five symptoms of inattention for more than six months without meeting the diagnostic criteria for hyperactive or impulsive behavior; and (iii),combined type ADHD- at least five symptoms of hyperactivity and impulsivity and at least five symptoms of inattention for more than 6 months.4
Gil Issachar, Chief Technology Officer of Firefly, commented, “While there has been significant progress made in the treatment of ADHD over the years, there is no question that significant unmet need remains, particularly after a general diagnosis of the disorder has been made. For example, some types of ADHD respond well to stimulants, while others don’t and neurofeedback therapy may be recommended instead.5Firefly's EEG/ERP platform can leverage subtype-specific biomarker profiles to inform personalized treatment recommendations, potentially improving outcomes for the millions currently on generalized ADHD treatment plans. We believe that the technology also opens the door to ongoing treatment monitoring — allowing clinicians to objectively track whether an intervention is working at the neurological level.”
Firefly’s methodology is supported by prior peer-reviewed research, including a study published inFrontiers in Psychiatry, demonstrating the diagnostic utility of EEG-based brain activity flow pattern analysis in ADHD patients.6
Greg Lipschitz, Chief Executive Officer of Firefly, said, “This latest Firefly cognitive brain biomarker discovery serves as another demonstration of how we are harnessing the power of AI and EEG/ERP to potentially transform neuroscience and clinical development. Moving forward, armed with a growing foundation of brain scan data and important access to NVIDIA GPU acceleration to power next-generation EEG/ERP processing, we believe that we are on the right path to making even more breakthroughs in cognitive brain biomarker discovery, as well as to fulfilling our goal of building and launching the world’s first EEG/ERP-based foundation model of the human brain.”

Sources

About Firefly

Firefly (NASDAQ: AIFF) is an Artificial Intelligence (“AI”) company developing innovative solutions designed to provide clinicians and researchers with unparalleled insights into brain function. Firefly’s proprietary database currently consists of over 191,000 EEG/ERP brain scans, making it the world’s largest known standardized EEG/ERP repository. Firefly’s EEG-based, AI-driven, and FDA-510(k)-cleared brain analytics technology has the potential to revolutionize diagnostic and treatment monitoring methods for conditions such as depression, dementia, anxiety disorders, concussions, and ADHD.
Please visitwww.fireflyneuro.comfor more information.

Forward-Looking Statements

Certain statements in this press release may constitute “forward-looking statements” for purposes of the federal securities laws concerning Firefly. These forward-looking statements include express or implied statements relating to Firefly’s management team’s expectations, hopes, beliefs, intentions, or strategies regarding the future. In addition, any statements that refer to projections, forecasts or other characterizations of future events or circumstances, including any underlying assumptions, are forward-looking statements. The words “anticipate,” “believe,” “contemplate,” “continue,” “could,” “estimate,” “expect,” “intends,” “may,” “might,” “plan,” “possible,” “potential,” “predict,” “project,” “should,” “will,” “would” and similar expressions may identify forward-looking statements, but the absence of these words does not mean that a statement is not forward-looking. These forward-looking statements are based on current expectations and beliefs concerning future developments and their potential effects. There can be no assurance that future developments affecting Firefly will be those that have been anticipated. These forward-looking statements involve a number of risks, uncertainties (some of which are beyond Firefly’s control) and other assumptions that may cause actual results or performance to be materially different from those expressed or implied by these forward-looking statements. These risks and uncertainties include, but are not limited to, those factors described under the heading “Risk Factors” in the reports and other filings of Firefly with the Securities and Exchange Commission. Should one or more of these risks or uncertainties materialize, or should any of Firefly’s assumptions prove incorrect, actual results may vary in material respects from those projected in these forward-looking statements. It is not possible to predict or identify all such risks. Forward-looking statements included in this press release only speak as of the date they are made, and Firefly does not undertake any obligation to update or revise any forward-looking statements, whether as a result of new information, future events or otherwise, except as may be required under applicable securities laws.

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Frequently Asked Questions

What is Firefly's new discovery related to ADHD?

Firefly has discovered new brain wave biomarkers that may help differentiate between ADHD subtypes.

How could this discovery impact ADHD treatment?

It could enable more personalized treatment plans and better monitoring of interventions.

What technology does Firefly use for this research?

Firefly utilizes AI-powered EEG/ERP technology to analyze brain scans.

How many brain scans does Firefly's database contain?

Firefly's database includes over 191,000 EEG/ERP brain scans.

What market potential does ADHD represent?

The ADHD treatment market in the U.S. is estimated to exceed $10 billion.

Last updated: Mar 13, 2026