Synopsis of Social media discussions

Discussions reflect strong agreement and high interest, with posters supporting the need for standard definitions in false positives, citing technical details like calibration efforts and specific thresholds. The tone is technical yet engaged, with examples such as mentioning the variability in false-positive reporting and the necessity for calibration, which support the scores indicating consensus, curiosity, and moderate impact on future research or clinical practices.

A
Agreement
Strong agreement

Most discussions express support or recognition of the importance of the study, indicating strong agreement about its relevance and value.

I
Interest
High level of interest

Many posts highlight curiosity and engagement, referencing specific aspects like calibration and clinical consequences, showing high interest.

E
Engagement
Moderate level of engagement

Posts include detailed references to the methodology and implications, such as mentioning calibration of false-positive thresholds and specific results, indicating moderate but meaningful engagement.

I
Impact
Moderate level of impact

While some posts discuss potential clinical and research impacts, overall comments suggest awareness but less direct influence, leading to a moderate impact score.

Social Mentions

YouTube

2 Videos

Bluesky

99 Posts

Facebook

2 Posts

Twitter

14 Posts

Metrics

Video Views

162

Total Likes

43

Extended Reach

115,821

Social Features

117

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Standardizing False-Positive Definitions in Computer-Aided Polyp Detection

Standardizing False-Positive Definitions in Computer-Aided Polyp Detection

Erik A Holzwanger et al. analyze how different time thresholds affect false-positive alerts in colonoscopy CADe systems, emphasizing the importance of standardized definitions for accurate performance assessment.

August 26, 2021

117 views


Optimizing False-Positive Definitions in Computer-Aided Polyp Detection

Optimizing False-Positive Definitions in Computer-Aided Polyp Detection

This study examines how different definitions of false positive alerts affect the accuracy of computer-aided colonoscopy systems, highlighting the impact of alert duration thresholds on diagnostic performance and emphasizing the need for standardized measures.

August 26, 2021

45 views


  • Nora
    @noraaaz.bsky.social (Bluesky)

    Alors je le fais avec plaisir !
    view full post

    October 31, 2025

  • mlkywy
    @mlkywy.bsky.social (Bluesky)

    this was like an early present for me, thank you to the artist who drew this ❤️❤️❤️❤️
    view full post

    October 31, 2025

  • Moonfind ✨
    @moonfind.bsky.social (Bluesky)

    Like this value and saturation control is nuts the moths just chefs kiss
    view full post

    October 31, 2025

  • 0
    @evrythingwhrallat1.bsky.social (Bluesky)

    잘자 잘자 잘자 잘자 잘자 나는 내일 안 일어나면 좋겠다 그냥 쭉 눈감고 못 뜨면 좋겠다 지친다 남들 앞에서 웃는 것도
    view full post

    October 31, 2025

  • Lyra~
    @lyraxite.bsky.social (Bluesky)

    The cursed week
    view full post

    October 31, 2025


  • @brucedemocracy.bsky.social (Bluesky)

    DAMN CUTE!
    view full post

    October 31, 2025


  • @thetabletopmisfits.bsky.social (Bluesky)

    or Pedo for short
    view full post

    October 31, 2025

  • Sara
    @sportsandsuffering.bsky.social (Bluesky)

    Dude, I’m genuinely so sorry. I know that shit happens and I’m really sad it happened to you. AND, don’t lump yourself in with Brad! His kids who were teens/young adults when this shit allegedly happened have been super consistent in their statements about his behavior over YEARS.
    view full post

    October 31, 2025


  • @giovannimallia.bsky.social (Bluesky)

    We need to start trying people for treason against democracy. #abolish33
    view full post

    October 31, 2025

  • manly_stanly
    @chroniquee.bsky.social (Bluesky)

    Those three billionaires rape and pillage working class and poor Americans on a daily basis. CNN journalists doing free work as a PR team for some of the most disgustingly wealthy and predatory people in society. It's no wonder why nobody tunes into the legacy news any more.
    view full post

    October 31, 2025

  • G.G.
    @grumpygoblingirl.bsky.social (Bluesky)

    VPN time then!!
    view full post

    October 31, 2025

  • Cecelia Joie
    @ceceliajoie.bsky.social (Bluesky)

    Ah, now I got a Loofy guess! Must be the hat. Although, it's not straw lol
    view full post

    October 31, 2025

  • Itsy Bitsy Spider (I got nuked)
    @itsyana.bsky.social (Bluesky)

    I barely use this anymore because I’m in a telegram group (you don’t want to join it’s toxic and mean but that’s what I need right now). I’m 106.8 again because I’m a fat failure who can’t seem to lose weight or stop eating.
    view full post

    October 31, 2025

  • Kinley
    @bluthrunthru.bsky.social (Bluesky)

    Good morning Ariel! Happy Halloween!
    view full post

    October 31, 2025


  • @blauerhimmel22.bsky.social (Bluesky)

    ふ 何がそんなに気になるんだろ そこまでして 何を欲しがってるんだろ 馬鹿な盗人の事は これっぽっちも理解出来無いな
    view full post

    October 31, 2025

  • Anavirgini
    @av34-gini242.bsky.social (Bluesky)

    Totalmente de acuerdo contigo. Además es un inútil mental
    view full post

    October 31, 2025

  • Non Flying Fox
    @clegg3.bsky.social (Bluesky)

    But not how to prosecute American crooks.
    view full post

    October 31, 2025

  • Fi5heR
    @fi5her.bsky.social (Bluesky)

    Mnie najbardziej ciekawi rubryka, gdzie chwalą się jakie gry już przywrócili- ikony nie znikają, a jakich jeszcze nie- te znikają, a wśród nich jest m. in.: Black&White 1 i 2, Freelancer(❗), Fable 2(‼️), czy NOLF 1 i 2 (‼️‼️) Wołam @caladean.bsky.social bo może go to zainteresuje
    view full post

    October 31, 2025

  • tres
    @trsnhr.has.fish (Bluesky)

    @ everyone
    view full post

    October 31, 2025

  • Maarten
    @maartenvra.bsky.social (Bluesky)

    In het gebrek aan energie waarmee Wilders de campagne heeft gevoerd doet hij meer denken aan Mitch McConnell. Maar wel met het Trump autocraten playbook in de hand.
    view full post

    October 31, 2025

  • Silver Crescent
    @silvercrescent.bsky.social (Bluesky)

    Oooft, may have to read this in bed later!! #goodreads #spookystuff #halloweenstuff #haunting
    view full post

    October 31, 2025

  • SideMアイドルの名前からランダムに5文字生成するbot
    @sidem-name.bsky.social (Bluesky)

    九ピリ翼ー
    view full post

    October 31, 2025

  • Seluina
    @seluina.bsky.social (Bluesky)

    I'm working my way through a back log of WoLQotD stuff today it seems.
    view full post

    October 31, 2025

  • 節制
    @sesseipre.bsky.social (Bluesky)

    ぷの無い日曜日が本当に辛い
    view full post

    October 31, 2025

  • Daniel Thompson
    @dr-thompson.bsky.social (Bluesky)

    Through 5 games Victor Wembanyama is on pace to have the highest defensive rebounding % in NBA history. Defensive rebounding % is the estimated amount of DREBs secured by a player while on the floor. 40% is an insane ratio. Dennis Rodman never even reached that mark. via @basketball-reference.com
    view full post

    October 31, 2025


  • @alebearbr.bsky.social (Bluesky)

    Bonito e gostoso!
    view full post

    October 31, 2025


  • @surfsideme.bsky.social (Bluesky)

    “Question 2 … is a public health measure grounded in research and tailored to Maine’s needs. Passing it would honor the lessons of Lewiston and give communities a vital tool to protect life without infringing rights.” #mainepolitics #mepolitics
    view full post

    October 31, 2025

  • 9 La Loma TV
    @9laloma.tv (Bluesky)

    La Subdelegación del Gobierno coordina el dispositivo de seguridad para la campaña de recolección de aceituna en la provincia
    view full post

    October 31, 2025

  • Chris Lintott
    @chrislintott.bsky.social (Bluesky)

    Unfortunately, this is undoubtedly true. One man is doing a huge amount of damage.
    view full post

    October 31, 2025

  • NicoleChiorato- Babylon - Commissions Open
    @nicolechiorato.bsky.social (Bluesky)

    October bust rewards for my Patreons! they asked for spooky vibes, hopefully I managed to bring it to the characters! The trust and support is absoutelly appreciated✨
    view full post

    October 31, 2025


  • @karakoy.bsky.social (Bluesky)

    He's not even in the Senate.
    view full post

    October 31, 2025

  • fetchfeeds.com
    @fetchfeeds.bsky.social (Bluesky)

    Ukrainian engineers designed a robotic complex, considering the combat experience of Ukrainian military. #УкраїнаБорітся https://fefd.link/t6wCu
    view full post

    October 31, 2025

  • Gloomy Gus
    @gloomygus.bsky.social (Bluesky)

    Yeah, one time when I was paying for a candy bar a penny fell out of my pocket and I didn't bother picking it up. Write an article about how saintly and generous I am.
    view full post

    October 31, 2025

  • 朔弥
    @18sakuya07.bsky.social (Bluesky)

    あとあれだ、ニィロウちゃんに持たせる月歌も鍛えないと ラウマいたらラウマに持ってもらうんだけどな…引かなかったから仕方ないネ!
    view full post

    October 31, 2025

  • hctr
    @hctr.bsky.social (Bluesky)

    minha cabeça funciona assim tbm = também tmb = tãmb
    view full post

    October 31, 2025


  • @fatgirthing-ad.bsky.social (Bluesky)

    ur so cute n sexy oomf
    view full post

    October 31, 2025

  • Thirstyfist
    @thirstyfist.bsky.social (Bluesky)


    view full post

    October 31, 2025

  • Glacier Bot
    @glacier.mtbot.info (Bluesky)


    view full post

    October 31, 2025

  • Larry
    @larrynolan.bsky.social (Bluesky)

    No soft tale, just the facts and direct conclusions. How will we respond?
    view full post

    October 31, 2025

  • Gabriel Belmar
    @elareadebroca.bsky.social (Bluesky)

    Yo sigo a esta cuenta: @bluesky-stats.randomnoob.me y me he dado cuenta que a este ritmo, la red crece a razón de 1 millón de usuarios por mes, llegaremos a los 50 millones en agosto de 2026 siempre que se mantenga este mismo ritmo.
    view full post

    October 31, 2025

  • Stéphanie BAERT
    @stephanie-baert.bsky.social (Bluesky)

    Approbation de la CDI France/Finlande et France/Suède : adoption au Sénat #Fiscal #CDI #ConventionFiscale #France #Finlande #Suède www.legalnews.fr/fiscal/fisca...
    view full post

    October 31, 2025

  • Dawn
    @badgerbleu2.bsky.social (Bluesky)


    view full post

    October 31, 2025


  • @klkmtcleaners.bsky.social (Bluesky)

    Once again, I am genderqueer animal rights activist, unabomber, communist and militant feminist. That's why I am friends with Osama bin Laden. And they call this a "debate".
    view full post

    October 31, 2025

  • ElizaRose
    @elirose476.bsky.social (Bluesky)

    I know nothing speaker is a antichrist satanic worshiper of pedophile
    view full post

    October 31, 2025

  • Mariusz Walczak
    @mariusz13.bsky.social (Bluesky)

    Bujaj
    view full post

    October 31, 2025

  • Carole
    @caroleor.bsky.social (Bluesky)

    Uh, no.
    view full post

    October 31, 2025

  • Soylent Farmer Ras
    @rossanori.bsky.social (Bluesky)

    Bessent managing other nations economies sounds rather...Globalist www.bbc.com/news/article...
    view full post

    October 31, 2025

  • Noah, Prince of Pumpkins
    @sophicthunder.bsky.social (Bluesky)

    Consider your weener hollowed, Mr. Bond.
    view full post

    October 31, 2025

  • altANTIFA
    @orsub97007.bsky.social (Bluesky)

    Hey look everyone! It's Jesus! And just like that, every Christian on the planet turns into a pillar of salt.
    view full post

    October 31, 2025

    1

    1

  • Joe Makowski
    @joemakowski.bsky.social (Bluesky)

    Ok, now I remember. Love your bonus doodles that accompany some of your stuff. Yatsu does indeed rock the cape lol. Also, would have been even funnier if you drew Coco fully committing to the costume by making her hair green
    view full post

    October 31, 2025

  • Spookawoo
    @woofawoo.bsky.social (Bluesky)

    Happy Howl-o-Ween!!
    view full post

    October 31, 2025

  • Roy Griffin
    @roygg9.bsky.social (Bluesky)

    It might be a futile gesture, but Venezuela could arguably declare war against the US b/c of the illegal attacks on Venezuelan boats and the consequent slaughter of their crews…
    view full post

    October 31, 2025

  • Evan
    @nerditry.myatproto.social (Bluesky)

    I know she's sitting at home wondering if JD had that man shot so he could break off some widow wussy.
    view full post

    October 31, 2025

  • Saf
    @rumpelstilzli.bsky.social (Bluesky)

    wo waren sexismus vorwürfe bei rammstein texten? wieso kamen die erst nach den gerichtsverfahren? wieso schaffen es edelfedern und schreiberlingens die kunst vom artist nur zu trennen, wenn der artist weiss ist? früher war das musik für asis, jetzt wollen die hafti in die schule bringen...
    view full post

    October 31, 2025

    1

  • ふんわり-00-
    @suzuki1001.bsky.social (Bluesky)

    夢絵のようなものも描く オリキャラちゃんの顔こそないけど手とかは写したり。
    view full post

    October 31, 2025

  • urlscan.io results bot
    @urlscan-bot.bsky.social (Bluesky)

    urlscan.io scanned a page at safeguardfumigation.com at 2025-10-31T16:15:37.065Z #urlscan
    view full post

    October 31, 2025

  • gum
    @schakerin.bsky.social (Bluesky)

    Like, I get what's going on but ohhhhh I think maybe it's bc my last trust runs were casters and healers
    view full post

    October 31, 2025

  • キュリエ・る・クラエナ
    @kyurierlukuraena.bsky.social (Bluesky)

    新衣装出したいなと思いつつほしいもの全部詰め込んだらえぐい作画コストになってしまいそう キービジュとか3面図どうすんだよぉ!!!
    view full post

    October 31, 2025

  • WormSummoning
    @wormsummoning.bsky.social (Bluesky)

    Still pissed off that they removed flash cuz i had 50-60ish days on papas freezeria on my school chromebook (it was on coolmathgames)
    view full post

    October 31, 2025

  • Çitlembik
    @kleorosa.bsky.social (Bluesky)

    She should reduce the ketamine It has liquefied her brain
    view full post

    October 31, 2025

  • Saskia
    @saskia.bsky.social (Bluesky)

    Je weet denk ik ook wel dat de import van plastic zooi is toegenomen sinds de jaren 80
    view full post

    October 31, 2025

  • Adrian
    @exmouthred.bsky.social (Bluesky)

    Hanx!
    view full post

    October 31, 2025


  • @kabeyobe.bsky.social (Bluesky)

    しかもその星見、アステールが目的じゃなかったっていうね
    view full post

    October 31, 2025

  • るら
    @nuwoo-wow.bsky.social (Bluesky)

    望まない転勤ってほまに悪よ……
    view full post

    October 31, 2025

  • FA
    @faaijin.bsky.social (Bluesky)

    Estoy configurando el Stream por si queréis entrar. Ahora jugamos cuando esto funque www.twitch.tv/faaijin
    view full post

    October 31, 2025

  • Stephdude
    @angryeyes.bsky.social (Bluesky)

    Unplug all those nifty cameras and microphones. They're tiny nazi narcs.
    view full post

    October 31, 2025

    1

  • R C
    @rscook.bsky.social (Bluesky)

    billionaires are just a symptom, hoarding resources is the disease
    view full post

    October 31, 2025

  • ₿ΞLI₳L
    @teddy-monadnock.bsky.social (Bluesky)

    He could’ve gave every single employee of his a $3,500 bonus, but he rather get into a billionaire dick measuring contest and spend that money visiting lower earth orbit for 4 minutes.
    view full post

    October 31, 2025

  • Spicy Zupe Gawd
    @samthesoupgod.bsky.social (Bluesky)

    To be the widower, the deceased, or the hornt dude?
    view full post

    October 31, 2025

  • FRUIT
    @fruttymoment.bsky.social (Bluesky)

    :)
    view full post

    October 31, 2025

  • Pat
    @oregongraysky.bsky.social (Bluesky)

    I wish I could see that as just a joke.
    view full post

    October 31, 2025

  • Bahrad Sokhansanj
    @bahrad.bsky.social (Bluesky)

    Put him up on the market, cowards. kalshi.com/markets/sena...
    view full post

    October 31, 2025

  • Kevin
    @vandalic.bsky.social (Bluesky)

    Banger
    view full post

    October 31, 2025

  • Spyhound24 from Fetch
    @spyhound24.bsky.social (Bluesky)

    Damn I might actually be aego Like I genuinely might be aego because I can look at that smexual content but imagining it in real life? Ew yucky, No Bueno I'm sorry Smexual is just so fun to type XD
    view full post

    October 31, 2025

  • TPC - Dr. Tiago Paranhos da Costa
    @tpc4444.bsky.social (Bluesky)

    youtube.com/watch?v=5deb...
    view full post

    October 31, 2025


  • @lindaisee.bsky.social (Bluesky)

    Beware of FREE. Now "free" or advertiser-paid information is DISinformation designed to control the masses. Fox is prime example. I'd rather pay for fewer options than be brainwashed by oligarchs.
    view full post

    October 31, 2025

  • Based on a Book Podcast
    @basedonabook.bsky.social (Bluesky)

    Absolutely iconic.
    view full post

    October 31, 2025

  • Lennox
    @falcon2711.bsky.social (Bluesky)

    Pecharunt?! #Anipoke
    view full post

    October 31, 2025

  • emily
    @strbrryseason.bsky.social (Bluesky)

    theres like a blacksmith apron that i need to find for my tank butcher glam
    view full post

    October 31, 2025

  • Weather Forecasts
    @forecasts.bsky.social (Bluesky)


    view full post

    October 31, 2025

  • Monstr
    @monstrinthecloset.bsky.social (Bluesky)

    Update with a little more research being this short does not necessarily mean I have proportional dwarfism. I wish it had a name tho because just saying I’m short does not tend to be enough. I’m short due to a mix of medical reasons & bad genetics but there’s so many people my height who aren’t!
    view full post

    October 31, 2025

  • Yakhunt
    @yakhunt.net (Bluesky)


    view full post

    October 31, 2025

  • Hoofstorm
    @hoofstorm.bsky.social (Bluesky)

    Its spooky day today! One of my most favourite days and im off for two weeks from work so siuuuuu!
    view full post

    October 31, 2025


  • @stpauldeb.bsky.social (Bluesky)


    view full post

    October 31, 2025

  • por mim !!
    @jubssb.bsky.social (Bluesky)

    agora vou tomar um cafezinho
    view full post

    October 31, 2025

  • Glasgow Socialist
    @glasgowrebelmc.bsky.social (Bluesky)

    The oil companies got a deal , basically give all to them and it would be fine. Initiatally Trump was delighted but Rubio has moved to block it , for AIPAC reasons TYT on youTube has a good discussion on it
    view full post

    October 31, 2025

  • moose
    @wood-mousse.bsky.social (Bluesky)

    The primary voting restriction in Western Liberal Democracies™️ is on children.
    view full post

    October 31, 2025

  • Travie
    @tzgrey78.bsky.social (Bluesky)

    And yet they are staying with Mike McDaniel for the rest of the season Crazy
    view full post

    October 31, 2025

  • HamletIsDead
    @hamletisdead.bsky.social (Bluesky)

    This is the way.
    view full post

    October 31, 2025

  • ¡matt! ✶✶✶✶
    @mattfromchicago.bsky.social (Bluesky)

    tfw the anti-government party is the dog holding on to the car bumper for dear life
    view full post

    October 31, 2025


  • @alaindupet.bsky.social (Bluesky)

    Mord verjährt nicht❗
    view full post

    October 31, 2025

  • juli (1 kl fuchs) umzugs era
    @klugfuchs.bsky.social (Bluesky)

    Wie gesagt die vormieterin war so gut wie blind und ihr macker ein arschloch, da kam wohl niemand von beiden mal drauf auch feucht oder mit putzmittel nachzuwischen
    view full post

    October 31, 2025

  • いちかわ
    @nikaichi.bsky.social (Bluesky)

    動画配信もSNSも素人が参戦しやすくなってバズったもん勝ちみたいな状況があるのでそれなりのフォロワーを抱えたモラル激低の配信者やインフルエンサーがどこにでもいるんですよね…
    view full post

    October 31, 2025

  • Your friendly Airbear
    @mrairbear.bsky.social (Bluesky)

    Slowly recovering
    view full post

    October 31, 2025

  • legally cami
    @anodynerhyme.bsky.social (Bluesky)

    too jaded to be surprised at this point but it’s astounding how quickly that year was memory holed
    view full post

    October 31, 2025


  • @lronlacy.bsky.social (Bluesky)

    HAPPY HALLOWEEN! ‘Happy Halloween’ Illustration by John Falter (1910-1982). 1958.
    view full post

    October 31, 2025

  • Dawn Amber
    @thedawnamber.bsky.social (Bluesky)

    Happy Halloween and F the Cosplay Dummy Administrationb
    view full post

    October 31, 2025

  • BytePilot
    @binaryorhex.bsky.social (Bluesky)


    view full post

    October 31, 2025

  • Fagatha Ghostie
    @joelnb.bsky.social (Bluesky)

    Obsessed that this is just a translation and object replacement of Cartman yelling 'No Kitty, this is my pot pie! NO KITTY!'
    view full post

    October 31, 2025

  • Erik Holzwanger, MD, ABOM-D
    @HilarHolzy (Twitter)

    RT @jglissenbrown: @alexsworking Agree that it would be useful to allow clinicians to 'calibrate' FP thresholds, but wonder how that would…
    view full post

    July 4, 2022

    1

  • Jeremy Glissen Brown MD, MSc
    @jglissenbrown (Twitter)

    @alexsworking Agree that it would be useful to allow clinicians to 'calibrate' FP thresholds, but wonder how that would work w/ regulation! We (led by @EHolzwanger) published a practical piece re clinical definitions of false positives as well and found similar results: https://t.co/cNnXGTeV9n
    view full post

    July 4, 2022

    7

    1

  • Tyler Berzin MD, FASGE
    @tberzin (Twitter)

    4/ @EHolzwanger and our team explored varying 'time-based' definitions of false positives, showing that changing FP threshold definitions led to wildly variable reporting of both AI false +'s & specificity, a trend we'll continue to see in AI colo papers. https://t.co/oWRvG5UZXT
    view full post

    March 28, 2022

    3

  • BCM Department of Medicine
    @BCMDeptMedicine (Twitter)

    RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
    view full post

    September 7, 2021

    3

  • Mohammad Bilal, MD
    @BilalMohammadMD (Twitter)

    RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
    view full post

    September 6, 2021

    3

  • Erik Holzwanger, MD, ABOM-D
    @HilarHolzy (Twitter)

    RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
    view full post

    September 6, 2021

    3

  • Endoscopy Journal
    @endoscopyjrnl (Twitter)

    Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwanger, Mohammad Bilal, Jeremy R. Glissen Brown et al. Read more here: https://t.co/qsVAcU7ovU https://t.co/acB8MfwN4G
    view full post

    September 6, 2021

    16

    3

  • Ioannis (Yanni) Anastasiou, MD
    @ianastMD (Twitter)

    RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
    view full post

    September 3, 2021

    3

  • Mohammad Bilal, MD
    @BilalMohammadMD (Twitter)

    RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
    view full post

    September 3, 2021

    3

  • Tyler Berzin MD, FASGE
    @tberzin (Twitter)

    RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
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    September 3, 2021

    3

  • Endoscopy Journal
    @endoscopyjrnl (Twitter)

    Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy Authors: Erik A. Holzwanger et al. Read more here: https://t.co/qsVAcU7ovU Watch the Video here: https://t.co/Rp5KA2p1VO
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    September 3, 2021

    7

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  • Mohammad Bilal, MD
    @BilalMohammadMD (Twitter)

    @tberzin @NealMehtaMD Thats awesome ! A birdie tells me your future advanced endoscopy fellow @EHolzwanger might have provided some insight to that https://t.co/68PAXu28i0
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    August 23, 2021

    4

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  • Tyler Berzin MD, FASGE
    @tberzin (Twitter)

    RT @rendocrinology: @EHolzwanger @endoscopyjrnl @tberzin @BilalMohammadMD @jglissenbrown @AymericBecq @shailsingh @AllonKahn @mayyismail @J…
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    January 19, 2021

    1

  • Ren
    @rendocrinology (Twitter)

    @EHolzwanger @endoscopyjrnl @tberzin @BilalMohammadMD @jglissenbrown @AymericBecq @shailsingh @AllonKahn @mayyismail @Jarshah4 @NawazFaisal_ai @stevenbollipo Great mini #tweetorial! Link to the article wasn't working for me, but I got to it from https://t.co/2TTwaTOo1k or https://t.co/fwOh7ZoLAK
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    January 19, 2021

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Abstract Synopsis

  • This study examined how differing definitions of false positive alerts in computer-aided colonoscopy systems affect their reported accuracy, revealing that stricter thresholds (like 2 seconds) result in higher specificity and accuracy.
  • Researchers applied a validated CADe system to analyze 62 colonoscopy videos, testing various alert duration thresholds (0.5, 1, and 2 seconds) to see how they influence false positives and diagnostic performance.
  • The findings highlight that the way false positives are defined can significantly impact the perceived effectiveness of CADe systems in detecting colon polyps, emphasizing the need for standardized measures in clinical evaluations.