Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography.

Peter G Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin Xiang, Angelo K Takigami, Patrick P Bourgouin, PuiYee Chan, Sofiane Mrah, Wael Amayri, Yu-Hsiang Juan, Cheng-Ta Yang, Yung-Liang Wan, Gigin Lin, Lecia V Sequist

April 2023

Synopsis of Social media discussions

Numerous posts highlight the innovative aspects of Sybil, with contributors noting its ability to predict lung cancer risk based on a single low-dose CT scan. Phrases such as 'mind blowing' and 'revolutionary deep learning model' indicate strong excitement and recognition of Sybil's potential. This positive tone reflects an optimistic outlook on integrating AI in healthcare, as users discuss various applications and the model's importance for personalized screening, signifying the weighty impact the community sees in this research.

A
Agreement
 Strong agreement

The majority of discussions show strong support for the findings of the publication, highlighting enthusiasm and positive responses to the model's capabilities.

I
Interest
 High level of interest

Participants express a high level of curiosity about Sybil, with discussions indicating eagerness to learn more about its implications and features.

E
Engagement
 High engagement

Many contributors engage deeply with the content, referencing details about its accuracy and clinical applications, suggesting thoughtful consideration of the subject.

I
Impact
 High level of impact

The consensus appears to be that Sybil could significantly influence lung cancer screening practices, demonstrated through discussions focusing on its potential benefits in personalized medicine.

Social Mentions

YouTube

3 Videos

Facebook

2 Posts

Twitter

108 Posts

Blogs

4 Articles

News

150 Articles

Metrics

Video Views

10,167

Total Likes

346

Extended Reach

781,575

Social Features

267

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

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April 6, 2023

8,829 views

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January 22, 2023

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June 29, 2024

587 views

  • Cristina Marrocchio
    @Cri_Marr (Twitter)

    Sybil is an open-source deep learning model developed to predict the risk of lung cancer (LC) within 6 years using low-dose CT (LDCT) scans from heavy smoker, reaching a C-index of 0.75 to 0.81
    view full post

    September 1, 2025

  • ilyas sahin, MD
    @ilyassahinMD (Twitter)

    *https://t.co/sH0vn3dNPb
    view full post

    May 20, 2025

    3

  • James Neil Parr
    @JAMESPNCAandTx (Twitter)

    https://t.co/UMcn8bFLMx
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    March 9, 2025

  • Drew Moghanaki
    @DrewMoghanaki (Twitter)

    Regina Barzilay, the founder of Sybil, gives credit to @LeciaSequist for naming it after the prophetess in mythology believed to predict the future. #NLCRT2024 https://t.co/vAqaazw9fh https://t.co/HEQhq3FZTU
    view full post

    December 10, 2024

    2

  • Diane M. Simeone, MD
    @MadameSurgeon (Twitter)

    RT @selcukorkmaz: Meet Sybil: a new AI tool that predicts lung cancer risk up to 6 years in advance using just a single CT scan! Developed…
    view full post

    October 6, 2024

    4

  • Dr Mijanur Rahman
    @mijancoubd (Twitter)

    RT @selcukorkmaz: Meet Sybil: a new AI tool that predicts lung cancer risk up to 6 years in advance using just a single CT scan! Developed…
    view full post

    October 5, 2024

    4

  • Selçuk Korkmaz
    @selcukorkmaz (Twitter)

    RT @selcukorkmaz: Meet Sybil: a new AI tool that predicts lung cancer risk up to 6 years in advance using just a single CT scan! Developed…
    view full post

    October 5, 2024

    4

  • Matías Villalba
    @OrtegaVillalba (Twitter)

    RT @selcukorkmaz: Meet Sybil: a new AI tool that predicts lung cancer risk up to 6 years in advance using just a single CT scan! Developed…
    view full post

    October 5, 2024

    4

  • Selçuk Korkmaz
    @selcukorkmaz (Twitter)

    Meet Sybil: a new AI tool that predicts lung cancer risk up to 6 years in advance using just a single CT scan! Developed by researchers at MIT, it’s setting a new standard for early cancer detection. #LungCancer #AI #DataScience https://t.co/TZlE8oIxKK
    view full post

    October 5, 2024

    13

    4

  • Jeff Yang MD FACS
    @ChiFuJeffYang (Twitter)

    Terrific talk by @F_Fintelmann_MD at #ITSOS2024 on Sybil, which is an AI model that can accurately predict an individual's future #LungCancer risk from a single LDCT scan: https://t.co/iwg5npxs8R https://t.co/goEILgcsjb
    view full post

    September 27, 2024

    11

  • Selin Kolsuz, MD
    @selinkolsuz25 (Twitter)

    Sybil, tek bir LDCT taramasıyla gelecekteki akciğer kanseri riskini tahmin eden bir yapay zeka modeli. Demografik ya da klinik verilere ihtiyaç duymadan çalışıyor ve 1-6 yıl içindeki kanser riskini öngörebiliyor. Çok başarılı sonuçlar vermiş. Okumak için: https://t.co/ZzoRowJJDj https://t.co/5MvqP2J7fE
    view full post

    September 20, 2024

    1

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)

    5️⃣ Sybil: a validated deep learning model to predict future lung cancer risk from a single low-dose chest computed tomography, @JCO_ASCO (2023): https://t.co/xgD2KtYnZQ
    view full post

    September 17, 2024

    1

  • Healthy _Living _Org
    @TheHLOrg (Twitter)


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    July 1, 2024


  • @georgepapadapol (Twitter)

    Link al paper Modelo basado en aprendizaje profundo (IA) para predecir riesgo futuro de cancer de pulmón a partir de una sola TC de baja dosis presentado en #ATS2024
    view full post

    May 20, 2024

    1

  • Paula Koper
    @PaulaKoper26190 (Twitter)

    https://t.co/JZQY7ukNWt
    view full post

    April 25, 2024

  • np
    @cogitaria_n (Twitter)

    https://t.co/hqdzp35fZq
    view full post

    March 4, 2024

  • Learn AI
    @TamilTechNews (Twitter)

    MIT researchers develop AI tool Sybil to predict lung cancer risk https://t.co/vmwugKRT8Y
    view full post

    October 13, 2023

  • UC Joint Computational Precision Health Program
    @UCJointCPH (Twitter)

    Deep learning model for lung cancer risk prediction by #CPH faculty @YalaTweets and colleagues selected by @JCO_ASCO as among 2023's best papers in thoracic oncology. Great honor for pioneering work. https://t.co/rNkoePzdur #AI4H #ML4H
    view full post

    September 12, 2023

    2

  • Fabian Rengier
    @FabianRengier (Twitter)

    What if we could #predict our future illness? This is what "Sybil" could do, an algorithm predicting future #LungCancer risk from a single low-dose chest CT - according to a study just published here: https://t.co/myXCBNqxIU #Radiology #ArtificialIntelligence https://t.co/prRMei9crN
    view full post

    August 10, 2023

  • POLGRP
    @POLGRP1 (Twitter)

    Model głębokiego uczenia się Sybil potrafiąc precyzyjnie przewidzieć indywidualne ryzyko #rakpłuca na podstawie pojedynczego wyniku badania NDTK, dobiera kandydatów do dalszego spersonalizowanego skriningu https://t.co/0IlCEitUpJ @ASCO https://t.co/B1TzHfRQsb
    view full post

    July 27, 2023

    3

  • Maeva Zysman
    @MaevaZysman (Twitter)

    RT @FerreiraMarion2: A Deep Learning Model to Predict Future Lung Cancer Risk. Great presentation during ⁦#ats2023. Only one scan for lung…
    view full post

    May 22, 2023

    1

  • Ferreira Marion
    @FerreiraMarion2 (Twitter)

    A Deep Learning Model to Predict Future Lung Cancer Risk. Great presentation during ⁦#ats2023. Only one scan for lung cancer screening ? We need lung cancer screening in France ! ⁦@atscommunity⁩ ⁦@SPLF_SocPneumo⁩ ⁦@EmmanuelMacron⁩
    view full post

    May 22, 2023

    4

    1

  • asosaj
    @asosaj (Twitter)

    RT @tipssovetorax: Sybil: un modelo de "deep learning" validado para predecir riesgo futuro de cáncer de pulmón a partir de una sola tomogr…
    view full post

    May 10, 2023

    2

  • Sputnik my love ...
    @SputnikMyLove_ (Twitter)

    RT @tipssovetorax: Sybil: un modelo de "deep learning" validado para predecir riesgo futuro de cáncer de pulmón a partir de una sola tomogr…
    view full post

    May 9, 2023

    2

  • Sovetorax Tips
    @tipssovetorax (Twitter)

    Sybil: un modelo de "deep learning" validado para predecir riesgo futuro de cáncer de pulmón a partir de una sola tomografía computarizada de tórax de dosis baja https://t.co/aU9vCbL6Oa
    view full post

    May 9, 2023

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    2

  • hscott61
    @hscott61 (Twitter)

    RT @williamkellymd: #AI #lungcancers #screening https://t.co/cF8Q4z7ZvU
    view full post

    May 5, 2023

    1

  • william kelly
    @williamkellymd (Twitter)

    #AI #lungcancers #screening https://t.co/cF8Q4z7ZvU
    view full post

    April 28, 2023

    2

    1

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)


    view full post

    April 21, 2023

    5

  • Florian J. Fintelmann
    @F_Fintelmann_MD (Twitter)

    RT @JCO_ASCO:
    view full post

    April 21, 2023

    2

  • Phenomics
    @Phenomics_J (Twitter)

    RT @JCO_ASCO:
    view full post

    April 21, 2023

    2

  • Journal of Clinical Oncology
    @JCO_ASCO (Twitter)


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    April 21, 2023

    8

    2

  • ATS Section on #MedEd
    @ATSMedEd (Twitter)

    The others report that the algorithm is available. Do Not miss the video: Deep Learning Based Predictor of Future Lung Cancer Risk https://t.co/Ilafxkczuo via @YouTube
    view full post

    April 19, 2023

  • ATS Section on #MedEd
    @ATSMedEd (Twitter)

    On our #ATSMeded #TechTuesday. Let review the work of P. Mikhael et al, Sybil "A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose ChestCT"was able to predict lung cancer risk up to 94% in 1 year and 80% in 6 years. https://t.co/gk5iPWhnJp https://t.co/kyQp4NVih5
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    April 19, 2023

    4

  • Heidi McNaney-Flint MD FACOG
    @HMcFlint (Twitter)

    @MarkMcGrathCFP https://t.co/P8EhPTmJZV
    view full post

    April 13, 2023

    1

  • UF General Internal Medicine
    @UFGIM (Twitter)

    “Sybil can accurately predict an individual's future lung cancer risk from a single LDCT scan to further enable personalized screening.” https://t.co/0UnGj7pD5I
    view full post

    April 11, 2023

    1

  • Mass General Brigham Research
    @MGBResearchNews (Twitter)

    Learn more about Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/TO1x4hJc8V
    view full post

    March 30, 2023

    2

  • Medelis: OncologyCRO
    @oncologycro (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/QbWu11l6ne
    view full post

    March 22, 2023

  • La veille techno
    @laVeilleTechno (Twitter)

    RT @dad_zibao: « Sybil can accurately predict an individual's future lung cancer risk from a single LDCT scan to further enable personalize…
    view full post

    March 17, 2023

    1

  • (((dad_zibao)))
    @dad_zibao (Twitter)

    « Sybil can accurately predict an individual's future lung cancer risk from a single LDCT scan to further enable personalized screening. » #MachineLearning #MIT Prédiction du cancer du poumon, jusqu’à six ans avant la maladie. Impressionnant❗️
    view full post

    March 17, 2023

    1

  • AI_4_Healthcare
    @AI_4_Healthcare (Twitter)

    Some weekend journal reading and #DeepLearning with CT scans can predict #lungcancer years in advance. This is the #DecadeOfDiscovery. #AI #AIinHealthcare #aiforgood https://t.co/dayfz6U570
    view full post

    February 25, 2023

    1

  • ignacio fuentes
    @ifuentes3 (Twitter)

    RT @AIHealthMIT: ICYMI: https://t.co/o8Vq3lw5Bh
    view full post

    February 13, 2023

    1

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)

    ICYMI: https://t.co/o8Vq3lw5Bh
    view full post

    February 13, 2023

    4

    1

  • ARYAN®
    @gladeolie (Twitter)

    https://t.co/qoyNaS0rI6
    view full post

    February 12, 2023

  • Zac Gordon
    @zgordon (Twitter)

    RT @paradoxed: This is mind blowing! Sybil, a revolutionary deep learning model can predict an individual's future lung cancer risk with as…
    view full post

    February 10, 2023

    1

  • Kristin Maki, PhD
    @KGMaki (Twitter)

    This study tested a deep learning algorithm for predicting lung cancer risk, up to 6 years in the future, with one low-dose CT scan. https://t.co/jJYg7VdNVi
    view full post

    February 10, 2023

  • Bodhi Amit
    @bodhi_amit (Twitter)

    This is mind blowing! Sybil, a revolutionary deep learning model can predict an individual's future lung cancer risk with astonishing accuracy from just ONE scan! This is what happens when AI and medicine come together. Source: https://t.co/pO4L3Bzk3T https://t.co/16wF5tozVO
    view full post

    February 10, 2023

    5

    1

  • Dr.med. Bernd Kynast
    @DrKynast (Twitter)

    https://t.co/wWFksfkpQ1
    view full post

    February 7, 2023

  • DSN - Data Science Nigeria
    @dsn_ai_network (Twitter)

    (7) Sybil: AI model for lung cancer early detection>https://t.co/HQEByDGYL1 (8) Breast Cancer Detection Methods using Image Processing with Data Mining Techniques>https://t.co/6CXKSYGhpv https://t.co/Xm8rOv38RL
    view full post

    February 4, 2023

    6

  • Salvador Pedraza
    @salvasapedraza (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/ef57NmHLX8 https://t.co/ml85Qb6JUr
    view full post

    February 1, 2023

  • Lecia Sequist, MD, MPH, FASCO
    @LeciaSequist (Twitter)

    Thank you so much @teekayowo and Dr. Toni Wozniak for inviting me to speak @UPMCHillmanCC this morning about #LungCancerScreening and Sybil AI algorithm. I really enjoyed chatting w/ everyone!
    view full post

    February 1, 2023

    13

  • ignacio fuentes
    @ifuentes3 (Twitter)

    RT @AIHealthMIT: that can assess a patient's risk of lung cancer up to 6 yrs in advance by analyzing a patient's LDCT scan. The tool has th…
    view full post

    January 28, 2023

    1

  • MedicalFeed
    @MedicalFeed (Twitter)

    RT @rajamanickam_a: MIT researchers develop an AI model that can detect future lung cancer r... https://t.co/lgEIgJBbuJ via @YouTube
    view full post

    January 28, 2023

    2

  • RVParchives
    @RVParchives (Twitter)

    RT @RoyalVoxPost: #Oncology #Bioinformatics: scientists developed a deep learning method to predict lung cancer risk from low-dose chest co…
    view full post

    January 27, 2023

    4

  • Asif Razzaq
    @asifrazzaq1988 (Twitter)

    RT @Marktechpost: MIT Team Introduces Sybil: A Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed…
    view full post

    January 24, 2023

    1

  • Marktechpost AI Dev News ⚡
    @Marktechpost (Twitter)

    MIT Team Introduces Sybil: A Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography Quick Read: https://t.co/8HGIr2imDJ Paper: https://t.co/WxRSNPO4xR #ArtificialIntelligence #artificalintelligence #ai #Health
    view full post

    January 24, 2023

    8

    1

  • MLP Oncología
    @MLPOncoData (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/cpQZ3IO5x5
    view full post

    January 24, 2023

    1

  • Pat Adams
    @PathologyPat (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography | Journal of Clinical Oncology https://t.co/zvaNX8ZZ1u
    view full post

    January 24, 2023

    1

  • Medical News Observer
    @MedicalPenn (Twitter)

    Bourgouin, PuiYee Chan, Sofiane Mrah, Wael Amayri, Yu-Hsiang Juan, Cheng-Ta Yang, Yung-Liang Wan, Gigin Lin, Lecia V. Sequist, Florian J. Fintelmann, and Regina Barzilay Journal of Clinical Oncology https://t.co/OMY8TY9kTJ
    view full post

    January 23, 2023

  • Medical News Observer
    @MedicalPenn (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography Peter G. Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin Xiang, Angelo K. Takigami, Patrick P.
    view full post

    January 23, 2023

  • Journal of Clinical Oncology
    @JCO_ASCO (Twitter)


    view full post

    January 23, 2023

    12

    4

  • Diane Heditsian
    @DHeditsian (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/Wk4AptfRty
    view full post

    January 23, 2023

  • AI_4_Healthcare
    @AI_4_Healthcare (Twitter)

    Abstract title says it all: "A Validated #deeplearning Model to Predict Future #LungCancer Risk From a Single Low-Dose Chest Computed Tomography" @ASCO #AI #aiinhealthcare #imaging #ctscan #aiforgood #cancer https://t.co/dayfz6UCWy
    view full post

    January 23, 2023

    1

  • renee missel
    @reneemissel (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography | Journal of Clinical Oncology https://t.co/A6rAGQXbWn
    view full post

    January 23, 2023

  • Fundación ECO
    @FundacionECO (Twitter)

    #Paper | Sybil: A Validated Deep Learning Model to Predict Future #LungCancer Risk From a Single Low-Dose Chest Computed Tomography Access the entire article here
    view full post

    January 23, 2023

    1

  • Hiba Narvel MD
    @hiba_narvel (Twitter)

    A very interesting read. Sybil is and a deep learning model that can gather collective biology from the CT scan images and predict the risk of lung cancer. This can provide personalised assessments for follow ups for each patient . https://t.co/zCPafW4xEJ
    view full post

    January 22, 2023

    2

  • MedicalFeed
    @MedicalFeed (Twitter)

    MIT researchers develop an AI model that can detect future lung cancer risk https://t.co/tesdmEdm7d via @YouTube #lungcancer
    view full post

    January 22, 2023

  • Learn AI
    @TamilTechNews (Twitter)

    RT @rajamanickam_a: MIT researchers develop an AI model that can detect future lung cancer r... https://t.co/lgEIgJBbuJ via @YouTube
    view full post

    January 22, 2023

    2

  • Rajamanickam Antonimuthu
    @rajamanickam_a (Twitter)

    MIT researchers develop an AI model that can detect future lung cancer r... https://t.co/lgEIgJBbuJ via @YouTube
    view full post

    January 22, 2023

    1

    2

  • Rob K Chalmers Jr/Hehàka Tò Hokśida
    @obes88 (Twitter)

    RT @TechXplore_com: Researchers develop an AI model that can detect future #lungcancer risk @MIT https://t.co/gQuRLUNdXh https://t.co/KxnZj…
    view full post

    January 20, 2023

    2

  • Phys.org Technology
    @physorg_tech (Twitter)

    RT @TechXplore_com: Researchers develop an AI model that can detect future #lungcancer risk @MIT https://t.co/gQuRLUNdXh https://t.co/KxnZj…
    view full post

    January 20, 2023

    2

  • TechXplore
    @TechXplore_com (Twitter)

    Researchers develop an AI model that can detect future #lungcancer risk @MIT https://t.co/gQuRLUNdXh https://t.co/KxnZj9ioXl
    view full post

    January 20, 2023

    1

    2

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)

    that can assess a patient's risk of lung cancer up to 6 yrs in advance by analyzing a patient's LDCT scan. The tool has the potential to help high-risk patients receive treatment earlier before the disease has the chance to spread throughout the body. https://t.co/c2chVKeFGY 2/2
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    January 20, 2023

    8

    1

  • Berna Argun
    @BernaArgun9 (Twitter)

    RT @ilyassahinMD: T:
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    January 19, 2023

    6

  • Wanda de Kanter
    @Wdekanter (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/WDT4M5hYMW
    view full post

    January 19, 2023

    1

  • Don Roth
    @DonRoth2010 (Twitter)

    Promising #AI #lungcancer risk prediction model Major challenge for AI medicine is how to rapidly bridge the gap from research to wide patient practice that improves outcomes. https://t.co/XYVeTqRXNl
    view full post

    January 18, 2023

    1

  • Hybrid Economy
    @drbilimsel (Twitter)

    RT @ilyassahinMD: T:
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    January 18, 2023

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  • M.K.Eren
    @mke0662 (Twitter)

    RT @ilyassahinMD: 3-Bilim insanları, Sybil olarak bilinen bir yapay zeka aracı geliştirdi ve bunu geriye dönük olarak test etti (yaklaşık 2…
    view full post

    January 18, 2023

    1

  • Prof.Dr.Talat Kılıç
    @TalatKl15 (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography | Journal of Clinical Oncology https://t.co/2q4UVcwpqD
    view full post

    January 18, 2023

    2

  • M.K.Eren
    @mke0662 (Twitter)

    RT @ilyassahinMD: T:
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    January 18, 2023

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  • ms dnc
    @musadinc_arc (Twitter)

    RT @ilyassahinMD: T:
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    January 18, 2023

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  • DFM
    @VeraLynnDF (Twitter)

    RT @ilyassahinMD: T:
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    January 18, 2023

    6

  • ilyas sahin, MD
    @ilyassahinMD (Twitter)

    3-Bilim insanları, Sybil olarak bilinen bir yapay zeka aracı geliştirdi ve bunu geriye dönük olarak test etti (yaklaşık 27bin olgu; sigara içmeyenler de dahil edildi). https://t.co/apOFrBr8u9
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    January 18, 2023

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  • ilyas sahin, MD
    @ilyassahinMD (Twitter)

    T:
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    January 18, 2023

    72

    6

  • Matt Y. Cheung
    @matte_ce (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography Predicts lung cancer over 6 years with concordance-index of ~0.8
    view full post

    January 17, 2023

  • L i l i
    @lilisegunda (Twitter)

    RT @ajitjohnson_n: Researchers develop an AI tool that accurately predicts the risk of lung cancer in individuals with or without a signifi…
    view full post

    January 17, 2023

    8

  • Valerio Gristina
    @VGristina (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
    view full post

    January 17, 2023

    7

  • Marcel Massoud
    @MarcelMassoud07 (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
    view full post

    January 17, 2023

    7

  • Stephanie Saw
    @stephanieplsaw (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
    view full post

    January 16, 2023

    7

  • Petros Grivas
    @PGrivasMDPhD (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
    view full post

    January 16, 2023

    7

  • Amir Safavi
    @safaviaa (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
    view full post

    January 16, 2023

    7

  • Piet Ost
    @piet_ost (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
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    January 16, 2023

    7

  • Aziz Nazha
    @AzizNazhaMD (Twitter)

    Why are we still reporting results and publish papers in high impact journals without reporting the entier confusion matrix. How do we know if the model is useful or not just from reporting AUC on very skewed data. #AI https://t.co/OevRuhdifp
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    January 16, 2023

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  • Larraitz Gar Eche
    @LarraitzGareche (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
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    January 16, 2023

    7

  • Hasan Tahir
    @hasantahir1990 (Twitter)

    RT @StephenVLiu: Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung c…
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    January 16, 2023

    7

  • Stephen V Liu, MD
    @StephenVLiu (Twitter)

    Report on deep learning model (Sybil) @JCO_ASCO. With one low dose CT and no clinical data or annotations, predicts lung cancer risk. Concordance index for NLST over 6y was 0.75. Early days but is this the future of personalized cancer screening? https://t.co/0Ns0XCo0XB
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    January 16, 2023

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    7

  • Bruno Hochhegger
    @hochhegger (Twitter)

    RT @ESTI_Society: 3-second CT scan for 6-year prediction of lung cancer: will this be helpful to further stratify the risk of lung cancer b…
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    January 15, 2023

    2

  • ESTI
    @ESTI_Society (Twitter)

    3-second CT scan for 6-year prediction of lung cancer: will this be helpful to further stratify the risk of lung cancer beyond smoking habit? https://t.co/o5upjZ8S4Q
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    January 15, 2023

    2

    2

  • ignacio fuentes
    @ifuentes3 (Twitter)

    RT @AIHealthMIT: assess a patient's risk of lung cancer up to 6 yrs in advance, which is crucial to early detection & higher survival rates…
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    January 14, 2023

    1

  • Deep_In_Depth
    @Deep_In_Depth (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography | Journal of Clinical Oncology https://t.co/rf9W2drIQS #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision
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    January 14, 2023

    1

  • alk ros1 france cancer poumon
    @AlkRos1France (Twitter)

    RT @LeciaSequist: Excited to share Sybil, an algorithm to assess personalized risk for #LungCancer from 1⃣ chest CT. Hopeful that w additio…
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    January 13, 2023

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  • Marina Garassino
    @marinagarassino (Twitter)

    RT @LeciaSequist: Excited to share Sybil, an algorithm to assess personalized risk for #LungCancer from 1⃣ chest CT. Hopeful that w additio…
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    January 13, 2023

    34

  • Iñaki
    @FlyingspaguetiM (Twitter)

    RT @ajitjohnson_n: Researchers develop an AI tool that accurately predicts the risk of lung cancer in individuals with or without a signifi…
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    January 13, 2023

    8

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)

    assess a patient's risk of lung cancer up to 6 yrs in advance, which is crucial to early detection & higher survival rates. Read more about this amazing cross-collaborative effort & groundbreaking work just published in @JCO_ASCO: https://t.co/c2chVKeFGY 3/3
    view full post

    January 13, 2023

    10

    1

  • MIT Jameel Clinic for AI & Health
    @AIHealthMIT (Twitter)

    RT @LeciaSequist: Excited to share Sybil, an algorithm to assess personalized risk for #LungCancer from 1⃣ chest CT. Hopeful that w additio…
    view full post

    January 13, 2023

    34

  • Susan Chubb#FBPA⚫️#RejoinEU
    @SusanChubb1 (Twitter)

    RT @ajitjohnson_n: Researchers develop an AI tool that accurately predicts the risk of lung cancer in individuals with or without a signifi…
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    January 13, 2023

    8

  • booda22
    @boodaone22 (Twitter)

    RT @ajitjohnson_n: Researchers develop an AI tool that accurately predicts the risk of lung cancer in individuals with or without a signifi…
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    January 13, 2023

    8

  • AI News Feed
    @AINewsFeed (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose C... https://t.co/yu3wTe9uCH #ai #ml #dl
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    January 12, 2023

  • Tim Leiner
    @MLandDL_papers (Twitter)

    Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography https://t.co/hDhrzWYgW5
    view full post

    January 12, 2023

Abstract Synopsis

  • Sybil is a deep learning model designed to predict individual lung cancer risk using a single low-dose chest CT scan without needing additional demographic or clinical data.
  • The model was developed using data from the National Lung Screening Trial and validated on multiple datasets from different hospitals, showing high accuracy in predicting lung cancer risk over one and six years.
  • Sybil’s ability to run in real-time on radiology systems could enhance personalized screening efforts, although further research is needed to explore its clinical applications.