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
Benchmarking definitions of false-positive alerts during computer-aided polyp detection in colonoscopy.
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Jan 2021 – Oct 2025Where it's discussed
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Bluesky99 posts
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X / Twitter14 posts
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YouTube2 videos
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Facebook2 posts
AI synopsis
What people are saying
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.
Most discussions express support or recognition of the importance of the study, indicating strong agreement about its relevance and value.
Many posts highlight curiosity and engagement, referencing specific aspects like calibration and clinical consequences, showing high interest.
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.
While some posts discuss potential clinical and research impacts, overall comments suggest awareness but less direct influence, leading to a moderate impact score.
Abstract in brief
- 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.
Top posts
Most liked on X and BlueskyAuthor 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
@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
@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
@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
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
All mentions
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.
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…
Alors je le fais avec plaisir !
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Like this value and saturation control is nuts the moths just chefs kiss
잘자 잘자 잘자 잘자 잘자 나는 내일 안 일어나면 좋겠다 그냥 쭉 눈감고 못 뜨면 좋겠다 지친다 남들 앞에서 웃는 것도
The cursed week
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or Pedo for short
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We need to start trying people for treason against democracy. #abolish33
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.
VPN time then!!
Ah, now I got a Loofy guess! Must be the hat. Although, it's not straw lol
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.
Good morning Ariel! Happy Halloween!
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
Totalmente de acuerdo contigo. Además es un inútil mental
But not how to prosecute American crooks.
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
@ everyone
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.
Oooft, may have to read this in bed later!! #goodreads #spookystuff #halloweenstuff #haunting
九ピリ翼ー
I'm working my way through a back log of WoLQotD stuff today it seems.
ぷの無い日曜日が本当に辛い
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
Bonito e gostoso!
“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
La Subdelegación del Gobierno coordina el dispositivo de seguridad para la campaña de recolección de aceituna en la provincia
Unfortunately, this is undoubtedly true. One man is doing a huge amount of damage.
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✨
He's not even in the Senate.
Ukrainian engineers designed a robotic complex, considering the combat experience of Ukrainian military. #УкраїнаБорітся https://fefd.link/t6wCu
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.
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!
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ur so cute n sexy oomf
No soft tale, just the facts and direct conclusions. How will we respond?
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.
Approbation de la CDI France/Finlande et France/Suède : adoption au Sénat #Fiscal #CDI #ConventionFiscale #France #Finlande #Suède www.legalnews.fr/fiscal/fisca...
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".
I know nothing speaker is a antichrist satanic worshiper of pedophile
Bujaj
Uh, no.
Bessent managing other nations economies sounds rather...Globalist www.bbc.com/news/article...
Consider your weener hollowed, Mr. Bond.
Hey look everyone! It's Jesus! And just like that, every Christian on the planet turns into a pillar of salt.
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
Happy Howl-o-Ween!!
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…
I know she's sitting at home wondering if JD had that man shot so he could break off some widow wussy.
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...
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。
urlscan.io scanned a page at safeguardfumigation.com at 2025-10-31T16:15:37.065Z #urlscan
Like, I get what's going on but ohhhhh I think maybe it's bc my last trust runs were casters and healers
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!!!
Still pissed off that they removed flash cuz i had 50-60ish days on papas freezeria on my school chromebook (it was on coolmathgames)
She should reduce the ketamine It has liquefied her brain
Je weet denk ik ook wel dat de import van plastic zooi is toegenomen sinds de jaren 80
Hanx!
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
望まない転勤ってほまに悪よ……
Estoy configurando el Stream por si queréis entrar. Ahora jugamos cuando esto funque www.twitch.tv/faaijin
Unplug all those nifty cameras and microphones. They're tiny nazi narcs.
billionaires are just a symptom, hoarding resources is the disease
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.
To be the widower, the deceased, or the hornt dude?
:)
I wish I could see that as just a joke.
Put him up on the market, cowards. kalshi.com/markets/sena...
Banger
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
youtube.com/watch?v=5deb...
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.
Absolutely iconic.
Pecharunt?! #Anipoke
theres like a blacksmith apron that i need to find for my tank butcher glam
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!
Its spooky day today! One of my most favourite days and im off for two weeks from work so siuuuuu!
agora vou tomar um cafezinho
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
The primary voting restriction in Western Liberal Democracies™️ is on children.
And yet they are staying with Mike McDaniel for the rest of the season Crazy
This is the way.
tfw the anti-government party is the dog holding on to the car bumper for dear life
Mord verjährt nicht❗
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
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…
Slowly recovering
too jaded to be surprised at this point but it’s astounding how quickly that year was memory holed
HAPPY HALLOWEEN! ‘Happy Halloween’ Illustration by John Falter (1910-1982). 1958.
Happy Halloween and F the Cosplay Dummy Administrationb
Obsessed that this is just a translation and object replacement of Cartman yelling 'No Kitty, this is my pot pie! NO KITTY!'
RT @jglissenbrown: @alexsworking Agree that it would be useful to allow clinicians to 'calibrate' FP thresholds, but wonder how that would…
@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
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
RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
RT @endoscopyjrnl: Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy by Erik A. Holzwa…
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
RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
RT @endoscopyjrnl: Author Commentary Benchmarking definitions of false-positive alerts during computeraided polyp detection in colonoscopy…
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
@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
RT @rendocrinology: @EHolzwanger @endoscopyjrnl @tberzin @BilalMohammadMD @jglissenbrown @AymericBecq @shailsingh @AllonKahn @mayyismail @J…
@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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JM
MM
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TF
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