Lung Cancer Screening Guide: Eligibility and Benefits

Lung cancer remains one of the deadliest diseases worldwide, claiming more lives each year than breast, prostate, and colorectal cancers combined. Yet a simple, proven strategy changes everything: early detection. For those at risk, screening lung cancer offers a powerful tool to catch this silent killer before symptoms appear, dramatically improving survival odds.

If you smoke or have a smoking history, you may qualify for low-dose CT scans that detect tumors at their earliest, most treatable stages. Studies from the National Lung Screening Trial confirm these screenings reduce lung cancer mortality by up to 20 percent in high-risk individuals. This guide breaks it down for beginners, analyzing eligibility criteria based on age, smoking pack-years, and quit status. We also examine the tangible benefits, including higher cure rates, fewer invasive treatments, and peace of mind.

Whether you are assessing your own risk or supporting a loved one, understanding screening lung cancer empowers informed decisions. Read on to learn who qualifies, what the process entails, potential costs, and how to access these life-saving exams today. Knowledge is your first line of defense.

What Is Lung Cancer Screening?

Lung cancer screening is a proactive medical testing process designed for high-risk individuals who show no symptoms of the disease. It aims to identify potential tumors at their earliest, most treatable stages, dramatically improving outcomes before the cancer progresses silently. Unlike diagnostic tests prompted by symptoms, screening targets asymptomatic people, primarily current or former heavy smokers, using specialized imaging to spot abnormalities like small nodules that could indicate cancer. This approach has proven effective in large-scale trials, such as the National Lung Screening Trial, which demonstrated a significant reduction in mortality rates. For those at elevated risk, regular screening represents a critical opportunity to shift detection from advanced, harder-to-treat phases to early intervention, potentially saving lives.

Low-Dose Computed Tomography (LDCT): The Recommended Gold Standard

Low-dose computed tomography, or LDCT, stands as the only screening method endorsed by leading authorities like the U.S. Preventive Services Task Force (USPSTF) and the American Cancer Society (ACS). This quick, noninvasive scan involves lying still for a few minutes while an X-ray machine captures detailed 3D images of the lungs with minimal radiation exposure, typically 0.65 to 2.36 millisieverts per scan, equivalent to just a few months of natural background radiation. In contrast, a standard diagnostic CT scan delivers about 7 to 8 millisieverts, making LDCT far safer for repeated use in annual screenings. The USPSTF recommends it for adults aged 50 to 80 with at least a 20 pack-year smoking history (for example, one pack per day for 20 years) who currently smoke or quit within the past 15 years, provided they have no major health issues limiting treatment. False positives occur in about 26 percent of cases, often leading to follow-up tests, but the net benefit outweighs risks, with studies showing up to a 24 percent drop in lung cancer mortality.

Lung cancer remains the world’s leading cause of cancer deaths and the top killer in the U.S., with the ACS projecting 229,410 new cases in 2026 alone, accounting for 20 percent of all cancer fatalities. Globally, it claims around 1.8 million lives annually, often linked to smoking, which causes 85 percent of cases. Most strikingly, the disease lurks asymptomatically until advanced stages, when symptoms like persistent cough or chest pain finally emerge; only 28 percent of U.S. diagnoses occur early, with a five-year survival rate of 65 percent for localized tumors versus under 10 percent for metastatic ones. Screening disrupts this pattern by detecting 80 to 94 percent of cancers at treatable stages when eligibility criteria expand slightly.

For beginners concerned about lung health, start with a risk assessment questionnaire through your doctor or services like those at Be Lung Aware. Shared decision-making ensures screening fits your profile, emphasizing quitting smoking to maximize benefits. Early detection through LDCT not only boosts survival but also underscores why only 18 to 20 percent of eligible Americans currently screen, despite potential to prevent over 26,000 deaths yearly.

US Lung Cancer Screening Guidelines

The United States Preventive Services Task Force (USPSTF) provides the cornerstone guidelines for screening lung cancer in high-risk adults. These recommend annual low-dose computed tomography (LDCT) scans for individuals aged 50 to 80 years who have a 20 pack-year or greater smoking history and currently smoke or quit within the past 15 years. Screening should cease if a person has quit smoking for 15 years or longer, or if they have a health condition that significantly limits life expectancy or the ability to undergo curative lung surgery. These criteria, finalized in 2021 and current as of 2026, earn a B recommendation from USPSTF, signifying moderate certainty of net benefit. For credibility, consult the official USPSTF lung cancer screening recommendation and CDC lung cancer statistics.

Understanding pack-years is essential for beginners to assess eligibility. A pack-year equals the number of packs of cigarettes smoked per day multiplied by the years smoked, where one pack contains 20 cigarettes. For example, smoking one pack daily for 20 years totals 20 pack-years, meeting the threshold. Someone smoking two packs a day for 10 years also reaches 20 pack-years, while half a pack daily for 40 years equals the same amount. Use tools like the pack-year calculator from Roswell Park or MDCalc pack-year calculator for precise computation based on your maximum smoking history.

The American Cancer Society (ACS) aligns fully with these USPSTF guidelines. Yet, despite 12.76 million eligible US adults, only 18-20% received screening nationally in 2025, per ACS data from the National Health Interview Survey. This low uptake highlights a critical gap, as higher participation could prevent thousands of deaths annually. State variations underscore disparities: Rhode Island leads at 31%, far exceeding the national average, while some states lag below 10%.

These guidelines emphasize shared decision-making with providers, including discussions of benefits like 20-24% mortality reduction and risks such as false positives. If you match the criteria, consult your doctor promptly to explore options through programs like those at Be Lung Aware for early detection.

UK Lung Cancer Screening Guidelines

The UK’s approach to screening lung cancer centers on the NHS Lung Cancer Screening Programme, previously known as the Targeted Lung Health Checks (TLHC). This initiative targets individuals aged 55 to 74 who are current or former smokers, using a risk assessment questionnaire to identify those eligible for a low-dose CT (LDCT) scan. Unlike broad population screening, it focuses on high-risk asymptomatics through GP invitations or self-referral in participating areas. Eligible people must be registered with a GP and live in rollout regions; the questionnaire evaluates smoking history, pack-years, family history, and other factors like emphysema, with a threshold of at least 1.51% six-year risk qualifying for LDCT. The process starts with a lung health check, often via phone or in-person, including spirometry; high-risk individuals then receive a quick LDCT scan with minimal radiation. Results arrive within four weeks, and smokers get cessation support alongside any follow-up diagnostics.

Following successful pilots from 2019 to 2024 across 17 sites in England and Wales, the programme achieved national rollout by early 2026, prioritizing deprived areas with high lung cancer rates. These pilots screened over 1 million people and detected more than 5,000 lung cancers, with 75% at early stages 1-2, compared to under 30% in routine diagnoses nationally, as reported by the National Screening Blog. Projections estimate up to 50,000 cancers diagnosed by 2035, including 23,000 early-stage cases, potentially saving thousands of lives and reducing mortality by 20-24%. Cancer Research UK strongly endorses this, highlighting how pilots proved benefits outweigh risks like false positives.

Regional successes underscore the impact; in Cheshire & Merseyside, since 2019, over 560 cancers were found, 80% early-stage, elevating the area from below-average to top performer in early detection using mobile units. Full coverage there arrives by 2027.

In contrast to US guidelines, which use fixed 20 pack-year criteria for ages 50-80 without an initial questionnaire, the UK model employs risk-based entry for precise targeting, minimizing over-screening while focusing on equity in underserved communities. Check eligibility via your GP or local NHS services, such as the UK NSC recommendations, to take proactive steps toward early detection.

Proven Benefits and Key Statistics

Low-dose computed tomography (LDCT) screening stands as the gold standard for detecting lung cancer screening early in high-risk individuals, backed by robust clinical evidence. Landmark trials like the National Lung Screening Trial (NLST) in the US and the NELSON trial in Europe have shown that annual LDCT reduces lung cancer mortality by 20-24%, according to the American Lung Association’s (ALA) FY26 “State of Lung Cancer” report. The NLST reported a 20% relative reduction compared to chest X-rays among heavy smokers aged 55-74, while NELSON achieved up to 26% in men over 10 years using advanced nodule analysis. These figures translate to tangible lives saved; the ALA estimates screening has already preserved over 80,000 years of life nationally, with potential for 500,000 more at full uptake. For beginners, this means LDCT catches cancers before symptoms emerge, when treatments like surgery offer the best outcomes. Health experts emphasize starting with a risk assessment to determine eligibility under USPSTF or NHS guidelines.

Key Statistics on Early Detection and Preventable Deaths

Expanded eligibility for lung cancer screening could transform outcomes dramatically. The ALA FY26 data highlights that current protocols detect cancers early in about 80% of screened cases, but modeling studies suggest broadening to ages 40-85 could push this to 94% stage I detections, per a Northwestern Medicine analysis reported by MDLinx. Currently, only 28.1% of US lung cancers are diagnosed early, where five-year survival exceeds 65%; the rest are late-stage with just 9% survival. This gap underscores the urgency: over 26,000 annual US deaths could be prevented with wider age-based screening, as MDLinx notes, far surpassing gains from pack-year restrictions alone. Actionable insight for at-risk adults? Discuss expanding criteria with your doctor, especially if you have a smoking history or family risk, to access LDCT via insured programs like Medicare.

Lessons from UK Pilots: Successes and Uptake Challenges

The UK’s Targeted Lung Health Checks (TLHC) pilots provide real-world proof of LDCT’s impact. By late 2024, these programs detected thousands of early-stage lung cancers nationwide, with over 600 in the East of England alone, boosting early diagnosis rates by 7.4%. Pilots targeted ages 55-74 smokers and ex-smokers via GP invitations, leading to national rollout plans for 1.4 million checks in 2026-27. Yet, uptake lags critically: fewer than 20% of eligible individuals complete LDCT, hampered by awareness gaps and socioeconomic barriers, despite attendance rates of 35-42% at initial health checks. For comparison, US national screening reached just 18.2% of eligibles in 2025, with Rhode Island at 31% and others below 10%. These trends call for innovative solutions like AI-enhanced imaging to improve equity and participation.

In summary, the 20-24% mortality drop, 80-94% early detection potential, and 26,000+ preventable deaths paint a compelling case for prioritizing lung cancer screening. High-risk individuals should pursue a lung health check promptly through trusted providers to leverage these benefits. For more on getting started, resources like the American Lung Association FY26 report offer deeper dives. Early action remains key to reversing lung cancer’s status as the top killer.

The Lung Cancer Screening Process

Step 1: Risk Assessment via Questionnaire

The lung cancer screening process begins with a thorough risk assessment to identify eligible individuals. This step involves completing a detailed questionnaire that evaluates key factors such as smoking history, calculated in pack-years, age, and other exposures like radon or family history. For instance, a pack-year equals one pack of cigarettes smoked per day for one year, so someone smoking one pack daily for 20 years or two packs for 10 years reaches the 20 pack-year threshold recommended by major guidelines. Tools like the Be Lung Aware online check at belungaware.com simplify this by guiding users through questions on current or past smoking, even occasional use, secondhand smoke, and occupational hazards, providing instant feedback on potential risks. This initial evaluation ensures screening targets those most likely to benefit, as per USPSTF recommendations, which focus on adults aged 50-80 with at least a 20 pack-year history who quit within 15 years. By streamlining self-assessment, these tools promote early awareness and encourage consultation with healthcare providers for shared decision-making, reducing barriers to screening.

Step 2: The LDCT Scan for Eligible Individuals

Once deemed eligible, high-risk individuals proceed to a low-dose computed tomography (LDCT) scan, the only proven screening method that detects lung cancer early, often before symptoms arise. This quick, non-invasive procedure, as detailed by RadiologyInfo, takes just 10-15 minutes total and requires no IV contrast, needles, or fasting. Patients lie on a table that slides into a doughnut-shaped scanner, holding their breath briefly for several low-radiation images, exposing them to about 1-2 mSv, far less than a standard CT. Preparation is minimal: wear comfortable clothes, avoid lotions or deodorants if advised, and resume normal activities immediately after. In the UK, programs like the NHS Targeted Lung Health Checks integrate this seamlessly post-questionnaire, while US sites follow similar protocols via CDC guidelines. Analytical data from trials like NLST show LDCT reduces lung cancer mortality by 20-24%, underscoring its value for the 12.76 million eligible Americans alone.

Step 3: Results Review and Follow-Up

Results from the LDCT scan arrive within days, interpreted using standardized systems like Lung-RADS to categorize findings from negative (return in one year) to suspicious (requiring further tests). Positive or indeterminate results, affecting about 12-26% initially but lowered by Lung-RADS, prompt follow-ups such as repeat scans, PET-CT, or biopsies, which carry low risks like pneumothorax in under 1% of cases. Most detected nodules prove benign, and while false positives occur, their management through watchful waiting minimizes unnecessary procedures. Early detection via screening has identified thousands of treatable cancers in UK pilots, boosting survival rates to 80-94% for stage I cases. Providers discuss results in detail, continuing annual screening until ineligibility, such as quitting over 15 years or health limitations. For personalized risk checks, start with Be Lung Aware’s tool to take the first step toward proactive lung health. This structured process not only saves lives but addresses low uptake trends, with only 18-20% of eligible individuals screened nationally.

Risks and Limitations of Screening

Radiation Exposure in LDCT Screening

Low-dose computed tomography (LDCT) scans, the primary method for screening lung cancer, involve minimal radiation exposure compared to traditional CT scans. A single LDCT delivers between 0.65 and 2.36 millisieverts (mSv) of radiation, roughly equivalent to 3 to 10 months of natural background radiation that an average person receives from sources like cosmic rays and soil. For context, the annual background radiation in the U.S. is about 2.4 mSv, so even cumulative exposure from annual screenings over 25 years totals around 20.8 to 32.5 mSv. According to RadiologyInfo.org, this low level poses negligible immediate risks, with no radiation lingering in the body after the scan and no interference with medical devices like pacemakers. Modeling from major trials shows that for every 13 lung cancers avoided through screening, radiation might contribute to just one additional case, a favorable trade-off. Beginners should note that facilities follow strict protocols to further minimize doses, making this risk far lower than everyday environmental exposure.

False Positives and Follow-Up Burdens

One key limitation of lung cancer screening is the rate of false positives, where scans detect suspicious nodules that turn out to be benign. Rates can reach up to 25 to 29 percent in the first screening round, as seen in the National Lung Screening Trial (NLST) at 26 percent initially, though they drop to under 16 percent in later rounds. These findings often trigger additional tests like PET scans, biopsies, or even surgeries, affecting about 1.7 percent of screened individuals with invasive procedures. Complications from such follow-ups are rare, under 1 percent major issues with a 0.007 percent 60-day mortality rate, but they can cause significant anxiety and financial strain. Tools like the Lung-RADS system help reduce false positives by 23 percent through standardized reporting. For high-risk patients, discussing these possibilities during shared decision-making ensures realistic expectations and prioritizes serial imaging over rushed interventions.

Overdiagnosis and Patient Suitability

Overdiagnosis represents another concern, where screening identifies slow-growing cancers that might never become life-threatening, leading to unnecessary treatments. Estimates range widely from 0 to 67 percent of detected cases, but U.S. Preventive Services Task Force (USPSTF) models suggest about 6 percent under current guidelines. The NLST observed around 4 excess cases per 1,000 screened over 6.5 years, which resolved with longer follow-up. Importantly, LDCT screening is not advised for low-risk individuals, those with symptoms (who require diagnostic workups), or anyone outside eligibility criteria like ages 50-80 with substantial smoking history, as harms then exceed benefits. For example, symptomatic patients risk delayed care if misrouted to screening programs.

Balancing Risks and Benefits

Despite these limitations, USPSTF analysis confirms that for eligible high-risk adults, the benefits of screening lung cancer with LDCT clearly outweigh the risks, with moderate certainty. Landmark trials like NLST and NELSON show 20-25 percent reductions in lung cancer mortality, averting hundreds of deaths per 100,000 screened while gaining thousands of life-years. For details on this evidence, see the USPSTF evidence summary. Radiation and overdiagnosis risks pale against early detection of treatable stage I cancers boasting 59 to 65 percent five-year survival. Current trends from the American Lung Association highlight low national uptake at 18 percent, underscoring the need for informed participation among those who qualify. Always consult healthcare providers for personalized risk assessment to maximize net gains.

Challenges: Low Screening Uptake and Solutions

Low Uptake in the US: A Missed Opportunity

Despite millions of eligible individuals, lung cancer screening uptake in the United States remains stubbornly low at under 20 percent as of 2025 data from the American Cancer Society (ACS). An estimated 12.8 to 18.9 million adults qualify under USPSTF guidelines for annual low-dose CT scans, targeting those aged 50 to 80 with at least a 20 pack-year smoking history who currently smoke or quit within the past 15 years. Yet national screening rates hover around 18 percent, with stark state variations: Rhode Island leads at 31 percent, while states like Wyoming report just 9.7 percent and New Mexico around 7 to 8 percent. Key barriers include low awareness, where many high-risk individuals do not know they qualify; access challenges such as insurance gaps, transportation issues in rural areas, and costs affecting 23 percent of potential participants; and stigma tied to smoking history, fostering fear of results or fatalistic attitudes. ACS experts like Dr. Priti Bandi highlight that pervasive stigma and nihilism contribute significantly, noting that full uptake could prevent three times more deaths annually, averting up to 62,110 fatalities over five years. Physician knowledge gaps on pack-year calculations further hinder referrals.

UK Progress with TLHC: Equity Challenges Persist

In the United Kingdom, the Targeted Lung Health Checks (TLHC) program marks notable progress through its national rollout following successful pilots. By 2024, pilots detected thousands of early-stage cancers, with regions like SWAG completing over 50,000 scans and identifying more than 400 cases, 76 percent at stages 1 or 2. The NHS aims for full England coverage by 2030, potentially screening over 6 million and diagnosing 23,000 cancers earlier via GP invitations and self-referrals for ages 55 to 74 who smoke or recently quit. However, equity issues loom large in underserved areas, where deprived communities face higher lung cancer rates and a one-year life expectancy gap. Traditional invitation models often miss those with unstable housing, digital exclusion, ethnic minorities, or rural and prison populations, exacerbating disparities per government equality assessments.

Promising Solutions on the Horizon

Addressing these challenges demands multifaceted solutions, including policy expansions to broaden age and risk models. Publications like Time magazine and Pulmonology Advisor advocate universal screening from ages 40 to 85, which could detect 94 percent of cases and prevent over 26,000 US deaths yearly, while incorporating family history or lower pack-years. AI tools, such as Sybil for risk prediction and Paige Lung for nodule detection, outperform traditional pack-years, especially for African Americans, and digital interventions have doubled uptake in trials. Education campaigns target stigma through provider training and community navigation, with the ACS National Lung Cancer Roundtable leading awareness efforts. For details on current trends, see the American Lung Association’s State of Lung Cancer 2025 report.

Self-Assessments: Your Quick First Step

As a beginner-friendly entry point to screening lung cancer, online self-assessments offer a vital, low-barrier option. Tools based on PLCOm2012 risk models take just 1 to 2 minutes, evaluating age, smoking history, and other factors to gauge eligibility and prompt discussions with providers. At Be Lung Aware, such quick checks serve as the ideal precursor to professional lung health evaluations, empowering at-risk individuals to act before symptoms arise. This approach builds confidence, overcomes initial hesitation, and aligns with calls for accessible education, paving the way for LDCT when needed. Consult your doctor for personalized guidance following any self-assessment.

Innovations and Future of Lung Cancer Screening

AI-Enhanced Imaging for Superior Accuracy

Advancements in artificial intelligence are transforming lung cancer screening by enhancing low-dose CT scan precision. A recent Wiley review underscores how convolutional neural networks, such as V-Net and DeepLung, detect nodules smaller than 5 mm with up to 35% greater accuracy than traditional methods. These tools reduce radiologist variability, minimize false positives, and enable radiogenomic predictions, like identifying EGFR mutations from imaging features such as ground-glass opacities. FDA-cleared systems like Sybil forecast six-year lung cancer risk from a single scan, while Optellum’s Virtual Nodule Clinic triages indeterminate nodules efficiently. For beginners, this means fewer unnecessary biopsies and faster results, potentially saving healthcare systems $1.2-1.5 million annually per hospital. As these technologies integrate into routine screening lung cancer protocols, early detection rates could climb even higher.

Biomarkers and Blood Tests as Complementary Tools

Blood-based biomarkers are emerging as non-invasive adjuncts to LDCT scans, refining risk assessment in lung cancer screening. Tests like Delfi’s FirstLook Lung and Biodesix’s Nodify CDT analyze fragmentomics and circulating tumor DNA to prioritize suspicious nodules, cutting down on invasive procedures. Liquid biopsies detect microRNAs or methylation patterns for multi-cancer early detection, paving the way for personalized intervals. Meanwhile, NCQA’s HEDIS measures for 2026, aligned with USPSTF guidelines, face refinements due to smoking data challenges and over-screening risks, though 17 states now mandate biomarker coverage. This multimodal approach promises to boost screening efficiency. Individuals at risk should discuss these options with providers to optimize their screening lung cancer strategy.

Addressing Equity in Underserved Communities

Equity remains a critical focus in lung cancer screening, as survival rates improve to 28-29.7% yet disparities persist for underserved populations. Black, Indigenous, and rural groups face lower early diagnosis and treatment access, with late-stage cases at 43% despite overall gains. USPSTF expansions have doubled eligibility for women and Black adults, but uptake lags below 20% nationally. UK pilots show targeted checks reducing rich-poor gaps by 25% through navigation and outreach. Despite these strides, lung cancer stays the top killer with 229,410 projected US cases in 2026. Actionable steps include community programs to build awareness and trust.

2026 Trends: Expanded Eligibility and UK Rollout

Looking to 2026, lung cancer screening eligibility could double via risk-based models including never-smokers, detecting 80-94% of cases early. US proposals extend to ages 40-85, while UK’s NHS accelerates national Targeted Lung Health Checks rollout, inviting millions and yielding 76% stage 1-2 diagnoses from pilots. This follows thousands of early detections already. Global trends emphasize AI, biomarkers, and equity to prevent 26,000+ annual US deaths. For those concerned, staying informed on these evolutions ensures proactive lung health management.

Conclusion: Actionable Takeaways for Lung Health

In summary, low-dose computed tomography (LDCT) screening represents a proven lifeline for early detection of lung cancer, the leading cause of cancer deaths worldwide with an estimated 229,410 new cases in the US alone in 2026. Clinical trials and real-world data confirm that LDCT reduces lung cancer mortality by 20-24 percent, detecting 80-94 percent of cancers at treatable early stages before symptoms emerge. To determine eligibility, use a pack-year calculator based on USPSTF guidelines for ages 50-80 with at least a 20 pack-year smoking history, or NHS Targeted Lung Health Checks (TLHC) criteria for ages 55-74 who smoke or quit recently. These tools quantify risk simply: one pack-year equals 20 cigarettes daily for a year. Despite only 18-20 percent national uptake in the US as of 2025, expanded eligibility could prevent over 26,000 deaths annually. Checking your status today bridges the gap between risk and prevention.

Take Action 1: Complete a Free Risk Assessment

Start your lung health journey immediately by completing a risk assessment questionnaire, the essential first step in screening lung cancer protocols. Be Lung Aware offers a free online tool at belungaware.com that guides you through pack-year calculations and eligibility checks in minutes, no symptoms required. This user-friendly resource draws from USPSTF and NHS standards, providing personalized insights without needing a doctor’s visit upfront. For example, a 60-year-old former smoker with 30 pack-years might qualify instantly, prompting next steps. Thousands of early cancers have been identified via similar UK pilots, underscoring the power of this initial screen. Act now to uncover hidden risks proactively.

Take Action 2: Consult Your GP for LDCT Referral

If your assessment flags high risk, schedule a discussion with your general practitioner (GP) or primary care provider for an LDCT referral. In the US, USPSTF-backed insurance often covers annual scans for eligible individuals; in the UK, GP invitations support NHS TLHC rollout. Present your pack-year results and emphasize asymptomatic screening benefits, as false positives are manageable with low radiation exposure. Real-world data shows pilots detecting thousands of early-stage UK cases, proving efficacy. Your GP can coordinate follow-ups, ensuring a seamless process. This conversation empowers you toward life-saving intervention.

Take Action 3: Advocate and Raise Awareness

Extend your impact by advocating for broader screening lung cancer access, sharing key statistics like the under 20 percent US uptake rate and potential for 80-94 percent early detections. Discuss with family, friends, or community groups how LDCT saves lives silently progressing tumors. Post on social media or join campaigns highlighting 12.76 million eligible US adults. Policy pushes for AI enhancements and equity further amplify urgency. Collective voices drive uptake, mirroring successful UK national expansions.

Early action is paramount, as lung cancer remains silent until advanced in most cases. Services like those from Be Lung Aware support every step, from free assessments to guidance, ensuring you navigate with confidence. Prioritize your lung health today; the data proves detection transforms outcomes.

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