Tag: Device

  • Three Medical Device Categories Established in 2023 Are Now Officially Codified by the FDA

    Three Medical Device Categories Established in 2023 Are Now Officially Codified by the FDA

    The FDA published three final orders on July 24 creating permanent regulatory categories for a test that estimates how fast chronic kidney disease will progress, a prescription app that delivers behavioral therapy for diabetes, and at-home COVID tests.

    Each one reads like news. None of it happened this month.

    All three orders codify classifications the agency already granted in mid 2023. The kidney test category became applicable on June 29, 2023, the COVID test category on June 6, 2023, and the diabetes app category on July 7, 2023. What changed last week is that the classifications now appear in the Code of Federal Regulations, at sections 862.1223, 866.3984, and 880.5735.

    That distinction matters because nothing became newly available, newly covered by insurance, or newly recommended. The value in these documents is in the limitations FDA wrote into each category, which are more restrictive than the product names suggest.


    What Each Category Actually Covers

    The kidney category came from Renalytix AI’s KidneyIntelX.dkd, submitted in August 2020. FDA defines the generic type as an in vitro diagnostic that measures one or more analytes from human samples as an aid in assessing the risk of chronic kidney disease progression.

    Then it draws hard boundaries. The regulation states the device is “not intended for diagnosis of any disease,” and separately that it is not intended for serial monitoring of kidney disease progression or for monitoring the effect of any therapeutic product. Labeling must carry those limits.

    That is a narrower tool than most patients would assume. Standard kidney measures, estimated glomerular filtration rate and urine albumin, are used both to stage disease and to track it over time. A prognostic test in this category answers a different question once: how likely is this to get worse? It cannot tell a patient whether they are improving or whether a medication is working, and FDA explicitly forbids marketing it for that.

    The diabetes category came from Better Therapeutics’ BT-001, submitted in September 2022. FDA defines it as a prescription software device providing digital behavioral therapy to aid diabetes management, and the agency’s own language is strikingly modest: the device is “intended to provide limited secondary benefit” to patients, and is “not intended to replace any primary treatment, such as diet/lifestyle changes or medication.

    Required labeling goes further. It must state the device is not for standalone therapy, not a substitute for prescribed therapy or medication, should not be used by people with unstable psychiatric disorders, and is not intended to treat any psychiatric disorder or symptoms.

    Notably, among the risks FDA identified for this category is that treatment could result in anxiety, depressed mood, depression, stress, or suicidal ideation. That is an unusual hazard list for a diabetes product, and it explains the psychiatric exclusions.

    The COVID category came from Cue Health’s Cue COVID-19 Molecular Test, submitted in May 2022, and covers at-home tests used by lay users without a health care provider.


    The COVID Rule Is Where the Consumer Detail Sits

    The at-home test regulation reads like a list of everything that goes wrong when people test themselves, converted into mandatory labeling.

    Manufacturers must state that “positive results do not rule out co-infection with other respiratory pathogens,” and that a negative result does not exclude infection with something else. They must warn that the test is not a substitute for consulting a clinician and should not be used to determine treatment without provider supervision.

    Two requirements deserve attention from anyone who keeps tests in a drawer. Labels must state that expired tests can produce incorrect results, and that accuracy depends on proper storage, which is a real issue for kits stored in hot cars or unheated garages. Labels must also state that false positives become more likely when community prevalence is low.

    The variant requirement is the most interesting. Labeling must name the strain or variant that was dominant when performance was established, warn that accuracy may change as new viruses emerge, and advise that lab-based PCR testing should be considered when a new variant is suspected. Manufacturers must continuously monitor for genetic mutations and, if FDA asks, submit evaluations within 48 hours.

    The rule also builds in emergency machinery. If a public health emergency involving SARS-CoV-2 is declared, manufacturers have 30 days from FDA notification to test their device against characterized samples and 60 days to publish results, continuing for three years.

    Performance has a floor: clinical studies must show the lower bound of the two-sided 95% confidence interval for positive percent agreement exceeding 70%. That is a meaningful number for readers to hold, because it means a test in this category can legitimately miss a substantial share of infections.


    What This Changes for Patients

    Almost nothing, immediately, and that is the honest answer.

    Class II with special controls means a device type avoids the automatic class III designation that would otherwise require premarket approval. The practical effect is on manufacturers rather than patients: once FDA classifies a device type this way, later companies can use the less burdensome 510(k) pathway instead of filing their own De Novo request. FDA said each action would “enhance patients’ access to beneficial innovation, in part by reducing regulatory burdens.

    Over time, that can mean more competitors and lower prices in a category. It is not a promise, and FDA has not exempted any of these three types from 510(k) review, so individual products still need their own authorization.

    For patients, the useful takeaways are about expectations. Anyone offered a kidney progression test should understand it estimates risk once and is not a monitoring tool, and should ask what the result would change about their care. Anyone prescribed a diabetes therapy app should know FDA classified it as providing limited secondary benefit alongside, not instead of, medication and lifestyle change. Anyone using at-home COVID tests should check expiration dates, consider how the kit was stored, and treat a negative result during a new variant wave as less reliable than a PCR.

    Nobody should start, stop, or change a medication, or skip a monitoring test, based on any of this.

    One thing readers may notice: two of the three companies whose submissions created these categories have had well-publicized business difficulties since 2023, which is worth verifying before publication and which illustrates that a regulatory category outlasts the product that established it.


    What Happens Next

    Comments are closed on all three orders, which took effect on publication. The categories now function as predicates, so the next observable developments would be 510(k) clearances of similar devices, and any future FDA decision to exempt a type from premarket notification.

    The bottom line: FDA codified three device categories on July 24, all of which were actually classified in 2023, covering a kidney progression test, a prescription diabetes therapy app, and at-home COVID tests. Patients considering any of the three should note the limits FDA wrote into each. The reasonable action is to ask what a given test or app would change about care. The central uncertainty is whether these categories attract competing products.



    Frequently Asked Questions

    What did FDA actually do? It published final orders adding three device categories to the Code of Federal Regulations. The underlying classifications were granted in June and July 2023.

    Does this mean new tests are available? No. The devices that created these categories have been legally marketable since 2023. No new product launched.

    What does the kidney test do? It estimates the risk that chronic kidney disease will progress. FDA states it is not for diagnosis, not for serial monitoring, and not for tracking whether a treatment is working.

    Can a diabetes app replace my medication? No. FDA classified this device type as providing limited secondary benefit and requires labeling stating it is not a substitute for prescribed therapy or medication.

    Who should not use a diabetes therapy app? FDA requires labeling stating it should not be used by people with unstable psychiatric disorders and is not intended to treat psychiatric conditions.

    What changed for at-home COVID tests? Nothing you buy changed. The codified rule requires labeling about expiration, storage, variant limitations, co-infection, and when to seek PCR testing.

    How accurate must an at-home COVID test be? Clinical studies must show the lower bound of the two-sided 95% confidence interval for positive percent agreement above 70%, meaning some infections will be missed.

    Does class II mean FDA approved it? Class II devices generally require premarket notification, a 510(k), rather than premarket approval. FDA has not exempted any of these three types from that requirement.

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  • Choosing the Best Vagus Nerve Stimulation Device for Recovery, Sleep, and HRV Improvement

    Choosing the Best Vagus Nerve Stimulation Device for Recovery, Sleep, and HRV Improvement

    Recovery today goes beyond protein shakes and ice baths. The real limiter for many athletes isn’t muscle soreness—it’s nervous system fatigue. As training intensity climbs, so does the stress on your autonomic system. That’s where key recovery markers like heart rate variability (HRV), sleep quality, inflammation, and overall fatigue start to break down.

    A new wave of recovery tools is focused on directly activating the body’s “rest and recover” response through the vagus nerve. Among them, Nuropod is built on auricular vagus nerve stimulation research developed by Parasym, a neurotechnology company that has invested over $10 million in studying non-invasive vagal stimulation and collaborated with more than 100 academic and medical institutions.

    What truly sets it apart is the strength and consistency of the outcomes. Across randomized studies using Parasym-developed AVNT technology, researchers have reported a broad range of improvements, including a 61% increase in vagus nerve activity and HRV, a 48% reduction in fatigue, a 31% improvement in sleep quality, and up to a 78% reduction in inflammation markers. These findings highlight the importance of shifting the body out of high-output mode and into true recovery as a key factor in supporting long-term performance.

    Why Recovery Isn’t Just About Muscles Anymore

    For years, recovery meant protein intake, ice baths, massage guns, and rest days. But athletes are starting to realize something important: your nervous system recovers slower than your muscles.

    You can feel physically fine and still be neurologically cooked.

    Hard training drives the sympathetic nervous system—your fight-or-flight response. That’s great for lifting heavy, sprinting hard, or pushing conditioning work. But if you stay in that state too long, recovery stalls. Sleep quality drops. Resting heart rate climbs. HRV tanks. You wake up tired even after eight hours in bed.

    This is where the vagus nerve becomes relevant

    The vagus nerve is the main highway of your parasympathetic nervous system—the “rest and recover” side of the equation. It helps slow heart rate, improve heart rate variability, regulate inflammation, and shift your body out of high-stress mode.

    For athletes, that shift matters.

    Better parasympathetic activation can mean:

    • Faster recovery between sessions
    • Improved HRV scores
    • Deeper sleep
    • Better heart rate recovery after intense effort
    • Reduced nervous system burnout

    This is why vagus nerve stimulation devices are gaining traction in the performance world. They aren’t muscle tools. They’re nervous system tools.

    And that distinction changes how you evaluate them.

    What Makes the Best Vagus Nerve Stimulation Device for Athletes?

    Not all vagus nerve stimulation devices are built with performance in mind. The market includes medical tools, relaxation-focused gadgets, and high-intensity stimulators designed for very specific uses. But athletes operate under a different standard.

    • Some are designed for medical use.
    • Some are relaxation gadgets.
    • Some are intense neck stimulators meant for short bursts.

    When training volume is high and recovery windows are tight, every tool must justify its place. A vagus nerve stimulation device for athletes is not about novelty or sensation. It is about measurable recovery support, improved HRV trends, better sleep quality, and the ability to consistently shift the body out of high-output mode.

    But if you’re an athlete, lifter, or high-output professional, the criteria are different.

    The best vagus nerve stimulation device for recovery should check a few key boxes:

    1. It Supports HRV and Autonomic Balance

    If you track HRV, you already know it’s one of the most useful metrics for gauging recovery, resilience, and training readiness. A device worth using should be built around protocols that align with improvements in vagal tone and heart rate variability—not just “feeling relaxed.”

    2. It’s Built for Daily Use

    Recovery isn’t a once-a-week event. Nervous system regulation works best when applied consistently. The right device should be comfortable enough to use multiple times per week—ideally daily.

    If it’s too intense, too inconvenient, or too complicated, you won’t stick with it.

    3. It Doesn’t Add More Stress

    Some neck-based stimulators create strong pulses or muscle contractions. For certain use cases, that makes sense. But for recovery, you don’t want another stress spike—you want controlled parasympathetic engagement.

    4. It Fits into a Real Training Schedule

    Athletes don’t have time for 30-step setups. The best device should:

    • Be wearable or easy to apply
    • Require minimal prep
    • Not depend on consumables
      Integrate into post-workout or pre-sleep routines

    5. It’s Backed by More Than Hype

    Performance tools should have some grounding in actual neuromodulation research—particularly around HRV, fatigue, sleep, and recovery markers.

    When you evaluate devices through that lens, the category narrows quickly.

    And that’s where Nuropod enters the conversation.

    It’s worth noting that vagus nerve stimulation isn’t a magic switch. It works best alongside fundamentals like sleep, nutrition, and training load management. But for athletes already dialing those in, it can act as a multiplier—helping the body shift into recovery mode more efficiently.

    Nuropod Review: Best for Daily Nervous System Recovery

    If your goal is consistent nervous system recovery, not a quick jolt or a novelty gadget, Nuropod stands out. Recovery tools should not spike the system. They should help shift it.

    Nuropod in the US and its CE-marked version, Nurosym, available across the UK and EU, are built on auricular vagus nerve stimulation research developed by Parasym, a neurotechnology company that has invested over $10 million into studying non-invasive vagal stimulation and collaborated with more than 100 academic and medical institutions.

    But Nuropod is not a lab instrument. It is the wearable translation of that research.

    Unlike neck-based stimulators, Nuropod targets the ear. The outer ear contains sensory fibers connected to the vagus nerve, allowing low-level electrical stimulation to engage parasympathetic pathways without the intense pulses often associated with cervical devices.

    For athletes and high-output individuals, that distinction matters. Recovery tools should not spike the system. They should help shift it.

    Parasym

    Built Around the Most Researched Auricular Protocols

    Nuropod’s stimulation model is derived from over a decade of auricular VNS research. Across more than 50 published and ongoing studies examining ear-based vagus nerve stimulation, researchers have explored effects on:

    • Heart rate variability (HRV)
    • Autonomic balance
    • Fatigue scores
    • Sleep quality metrics
    • Inflammatory markers
    • Cognitive performance under load

    In randomized, placebo-controlled trials using Parasym-developed auricular stimulation protocols, researchers have reported:

    • Up to 67% acute increases in vagal activity markers
    • 61% improvement in vagus nerve activity and HRV
    • Up to 48% reductions in fatigue scores
    • Improvements of approximately 31% in sleep quality metrics*

    For athletes tracking HRV and readiness, those numbers aren’t abstract—they translate directly into measurable recovery indicators.

    What It Feels Like

    Nuropod doesn’t hit you with aggressive pulses.

    The sensation is mild—a controlled tingling at the ear. No muscle contraction, no sharp jolt, no need to brace. You can wear it while answering emails, working, or winding down after a workout or at night.

    That subtlety is intentional. Recovery tools shouldn’t spike your nervous system. They should gently help shift it.

    Designed for Real-World Use

    One of Nuropod’s biggest strengths is usability.

    It is:

    • Fully wearable and hands-free
    • Gel-free (no disposable pads to replace)
    • Adjustable across multiple intensity levels
    • Designed specifically for daily sessions

    There are no subscription models or activation fees. You don’t need to hold it in place. You don’t need perfect positioning on the neck.

    It fits into your routine instead of interrupting it.

    Why It Works for Athletes

    Athletes don’t need another stressor.

    They need tools that:

    • Have measurable improvements in heart rate variability (HRV)
    • Support deeper sleep cycles
    • Improve heart rate recovery
    • Reduce that “wired but exhausted” feeling
    • Prevent nervous system burnout during heavy blocks

    Nuropod isn’t a medical rescue device. It’s a structured tool for training the nervous system to improve recovery cycles. In performance, consistency beats intensity. Built for daily use, it supports autonomic balance and HRV-driven recovery.

    Nuropod vs Neck-Based Vagus Nerve Stimulators for Recovery

    When people first look into vagus nerve stimulation, they often see two types of devices: ear-based (auricular) and neck-based (cervical).

    On the surface, they seem similar. Both deliver electrical stimulation. Both target the vagus nerve. But for recovery and performance, the difference in design changes the experience completely.

    Intensity vs Consistency

    Neck-based stimulators typically deliver stronger pulses to the side of the neck. Because the cervical region contains mixed nerve fibers and deeper structures, stimulation can feel more aggressive. Sessions are usually short and require manual placement.

    That approach may make sense for certain clinical or symptom-specific uses.

    But for athletes focused on recovery, intensity isn’t the goal—consistency is.

    Nuropod’s ear-based stimulation is lower intensity and wearable. It’s designed for repeatable sessions that fit naturally into daily routines without adding stress or discomfort.

    Stress Spike vs Nervous System Reset

    High-output training already pushes the sympathetic nervous system hard. Adding another intense stimulus isn’t always what the body needs.

    Nuropod’s auricular stimulation feels controlled and subtle. Instead of producing a jolt, it encourages a gradual shift toward parasympathetic activation—the state responsible for recovery, digestion, and sleep.

    For lifters, fighters, endurance athletes, and hybrid trainers, that shift matters more than sensation.

    Practicality Wins

    Neck-based devices often require:

    • Precise placement
    • Holding the device in position
    • Replacement pads and gel (in some models)
    • Short, focused sessions

    Nuropod, by contrast, is:

    • Hands-free
    • Gel-free
    • Adjustable
    • Built for daily use

    That practicality makes consistency far more likely—and recovery tools only deliver if you actually use them. Build it into your post-workout wind-down: protein shake in hand, riding the post-training dopamine lift while your muscles rebuild and your nervous system recalibrates.

    Final Verdict: The Best Vagus Nerve Stimulation Device for Recovery in 2026

    If you’re an athlete looking for a vagus nerve stimulation device specifically to support recovery, HRV, sleep quality, and nervous system balance, the criteria are clear.

    You want something that:

    • Supports parasympathetic activation
    • Aligns with HRV-focused protocols
    • Is comfortable enough for daily use
    • Integrates easily into your routine
    • Doesn’t add unnecessary complexity

    Nuropod checks those boxes—with one of the strongest validation profiles and real-world track records in the auricular VNS category to date.

    It isn’t built for dramatic, high-intensity bursts. It’s built for consistent nervous system training—the kind that supports recovery week after week.

    In 2026, for performance-driven individuals prioritizing sustainable output and better recovery metrics, Nuropod stands out as the most practical and research-aligned auricular vagus nerve stimulation device in its category.

    *Referenced scientific findings reflect published human studies in specific populations and should be interpreted within that context.

    Disclaimer: These statements have not been evaluated by the U.S. Food and Drug Administration. Nuropod is not intended to diagnose, treat, cure, or prevent any disease. This content is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional before making decisions about your health.

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  • AI-Assisted Wearable Device ‘Speaks’ For People With Dysfunctional Vocal Cords

    AI-Assisted Wearable Device ‘Speaks’ For People With Dysfunctional Vocal Cords

    Speech-language pathology is an area of medical science based on the mechanics of voice production and the evaluation, treatment and prevention of communication. AI-assisted technology has played a crucial role in developing treatment options for conditions that affect speech, such as stuttering or the inability to control specific muscles after a stroke.

    UCLA bioengineers have created a device that translates larynx muscle movements into speech with incredible accuracy. This small, non-invasive device offers a promising alternative for those with voice disorders, providing an effective way to communicate during recovery.

    Speech Pathology, AI & Wearable Devices

    Everyone from healthcare professionals and medical researchers to students and graduates of institutions like the Ithaca College online SLP program can attest to the wonderful advances the ethical use of non-generative AI models has facilitated.

    AI’s unique ability to rapidly and efficiently analyze, compile, and produce results according to trends within the data analysis may come in handy with a unique magnetic phenomenon, magnetoelasticity. Magnetoelasticity describes the change of a material’s magnetic properties under strain. Using this concept and AI-assisted technology, a research team at UCLA led by Assistant Professor of Bioengineering Jun Chen has developed a promising breakthrough.

    The wearable device consists of biocompatible silicone and copper induction coils that generate electrical signals from muscle movements. When people talk, the movement of the vocal folds and throat muscles distorts the magnetic fields of the device, resulting in magnetoelasticity. When this happens, sensors in the device detect larynx muscle movements and produce electrical signals that an artificial intelligence model can read, interpret, and then produce output from. This output results in effective speech, allowing those with dysfunctional vocal cords to regain their voice function.

    Tested on eight adults so far, it demonstrated nearly 95% accuracy in translating sentences.

    The research team plans to expand the device’s vocabulary using machine learning and test it on individuals with speech disorders. This non-invasive technology offers a promising alternative to current solutions and will be further tested and expanded to help those with speech disorders.

    AI Applications Speech Therapy

    In recent years, speech pathology technology has been developing rapidly. Automated speech recognition software and applications have been a highlight and have been around for years. However, a huge advantage of AI models in speech pathology (as well as in general medicine) is the sheer volume of data they can draw from.

    To work, AI has to be “trained” on input fed to it by the user. The AI can then store and remember all of this information and produce relevant data or output based on the data used to train it. Of course, humans are also capable of this, but it requires hours, perhaps even days, of sorting through test results, noting down the relevant data, and then comparing and checking it against itself.

    AI can be fed the data and produce the relevant stats, figures, or results in minutes. Also, since AI can be connected to audio equipment, it can recognize impairments and anomalies at much earlier stages than a human might be able to. There are even examples of some companies utilizing speech pathology AI with clients.

    Finally, as it has been for the last few decades, AI can miraculously help develop and plan treatment for speech therapy clients. With its tremendous power of collecting, storing, remembering, recalling, sorting, and summarizing statistics and data, AI can look through patient records with unparalleled speed and efficiency and determine accurate and applicable treatment plans, considering the entirety of a patient’s history.

    The Future of AI in Medicine

    Although AI has garnered much recent attention, it is important to understand the context of this criticism. The use of generative AI models (AI that utilizes original works to produce something else) is a controversial topic in many sectors, but it is important to remember that the AI we see being used here and in the medical industry is not generative, it is simply a tool used to streamline an otherwise extensive process.

    This is not an AI that takes information and then attempts to produce an original work; it is an AI that takes data and then rapidly analyzes and delivers the results of that data. It’s a smarter version of making a chart or table in Excel. More importantly, this AI is helping people. AI in medicine has led to more accurate and faster treatments and improved efficiency in hospitals and medical facilities.

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  • New York Requires Health Insurers to Cover EpiPens as Cost of Life-Saving Device Skyrockets

    New York Requires Health Insurers to Cover EpiPens as Cost of Life-Saving Device Skyrockets

    In a groundbreaking move to combat rising healthcare costs, New York Governor Kathy Hochul signed a law mandating health insurers cover EpiPens as they surge in price.

    The cost of EpiPens has soared by 600% since 2007, with a two-pack now exceeding $600, 13 WHAM reported.

    These devices, essential for treating anaphylaxis, have a short shelf life of about 12 months, forcing users to pay annually.

    These rising costs have left many individuals rationing expired devices or delaying necessary prescriptions.

    The new legislation, S.7114-A/A.6425-A, requires New York health insurers to cover at least two medically necessary epinephrine auto-injectors per patient and limit out-of-pocket costs to $100 annually.

    “For people with severe allergies, immediate access to an EpiPen device can mean the difference between life and death,” Hochul said. “When every second counts, the last thing New Yorkers should have to worry about is whether they can afford the medication they need to survive an anaphylactic reaction. By signing this bill, we are putting people over profit and giving New Yorkers peace of mind by ensuring equitable access to this lifesaving emergency treatment.”

    The bill, effective January 1, 2026, passed with overwhelming bipartisan support. It is the first of its kind in the U.S. and ensures equitable access to EpiPens for individuals with commercial health insurance.

    Originally published on Latin Times

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