Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
Setio, Arnaud Arindra Adiyoso, Ciompi, Francesco, Litjens, Geert, Gerke, Paul, Jacobs, Colin, van Riel, Sarah J., Wille, Mathilde Marie Winkler, Naqibullah, Matiullah, Sanchez, Clara I., van Ginneken, Bram
Published in IEEE transactions on medical imaging (01.05.2016)
Published in IEEE transactions on medical imaging (01.05.2016)
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Journal Article
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, Arnaud Arindra Adiyoso, Traverso, Alberto, de Bel, Thomas, Berens, Moira S.N., Bogaard, Cas van den, Cerello, Piergiorgio, Chen, Hao, Dou, Qi, Fantacci, Maria Evelina, Geurts, Bram, Gugten, Robbert van der, Heng, Pheng Ann, Jansen, Bart, de Kaste, Michael M.J., Kotov, Valentin, Lin, Jack Yu-Hung, Manders, Jeroen T.M.C., Sóñora-Mengana, Alexander, García-Naranjo, Juan Carlos, Papavasileiou, Evgenia, Prokop, Mathias, Saletta, Marco, Schaefer-Prokop, Cornelia M, Scholten, Ernst T., Scholten, Luuk, Snoeren, Miranda M., Torres, Ernesto Lopez, Vandemeulebroucke, Jef, Walasek, Nicole, Zuidhof, Guido C.A., Ginneken, Bram van, Jacobs, Colin
Published in Medical image analysis (01.12.2017)
Published in Medical image analysis (01.12.2017)
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Journal Article
Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence
Lessmann, Nikolas, Sánchez, Clara I, Beenen, Ludo, Boulogne, Luuk H, Brink, Monique, Calli, Erdi, Charbonnier, Jean-Paul, Dofferhoff, Ton, van Everdingen, Wouter M, Gerke, Paul K, Geurts, Bram, Gietema, Hester A, Groeneveld, Miriam, van Harten, Louis, Hendrix, Nils, Hendrix, Ward, Huisman, Henkjan J, Išgum, Ivana, Jacobs, Colin, Kluge, Ruben, Kok, Michel, Krdzalic, Jasenko, Lassen-Schmidt, Bianca, van Leeuwen, Kicky, Meakin, James, Overkamp, Mike, van Rees Vellinga, Tjalco, van Rikxoort, Eva M, Samperna, Riccardo, Schaefer-Prokop, Cornelia, Schalekamp, Steven, Scholten, Ernst Th, Sital, Cheryl, Stöger, J Lauran, Teuwen, Jonas, Venkadesh, Kiran Vaidhya, de Vente, Coen, Vermaat, Marieke, Xie, Weiyi, de Wilde, Bram, Prokop, Mathias, van Ginneken, Bram
Published in Radiology (01.01.2021)
Published in Radiology (01.01.2021)
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Journal Article
Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans
van Ginneken, Bram, Setio, Arnaud A. A., Jacobs, Colin, Ciompi, Francesco
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Emphysema subtyping on thoracic computed tomography scans using deep neural networks
Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul, Slebos, Dirk Jan, van Ginneken, Bram
Published in Scientific reports (29.08.2023)
Published in Scientific reports (29.08.2023)
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Journal Article
Classification of CT Pulmonary Opacities as Perifissural Nodules: Reader Variability
Schreuder, Anton, van Ginneken, Bram, Scholten, Ernst T, Jacobs, Colin, Prokop, Mathias, Sverzellati, Nicola, Desai, Sujal R, Devaraj, Anand, Schaefer-Prokop, Cornelia M
Published in Radiology (01.09.2018)
Published in Radiology (01.09.2018)
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Journal Article
Lung cancer screening by nodule volume in Lung-RADS v1.1: negative baseline CT yields potential for increased screening interval
Silva, Mario, Milanese, Gianluca, Sestini, Stefano, Sabia, Federica, Jacobs, Colin, van Ginneken, Bram, Prokop, Mathias, Schaefer-Prokop, Cornelia M., Marchianò, Alfonso, Sverzellati, Nicola, Pastorino, Ugo
Published in European radiology (01.04.2021)
Published in European radiology (01.04.2021)
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Journal Article
The AGEL Survey: Spectroscopic Confirmation of Strong Gravitational Lenses in the DES and DECaLS Fields Selected Using Convolutional Neural Networks
Tran, Kim-Vy H., Harshan, Anishya, Glazebrook, Karl, Vasan G. C., Keerthi, Jones, Tucker, Jacobs, Colin, Kacprzak, Glenn G., Barone, Tania M., Collett, Thomas E., Gupta, Anshu, Henderson, Astrid, Kewley, Lisa J., Lopez, Sebastian, Nanayakkara, Themiya, Sanders, Ryan L., Sweet, Sarah M.
Published in The Astronomical journal (01.10.2022)
Published in The Astronomical journal (01.10.2022)
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Journal Article
Resolved Velocity Profiles of Galactic Winds at Cosmic Noon
Vasan G. C., Keerthi, Jones, Tucker, Sanders, Ryan L., Ellis, Richard S., Stark, Daniel P., Kacprzak, Glenn G., Barone, Tania M., Tran, Kim-Vy H., Glazebrook, Karl, Jacobs, Colin
Published in The Astrophysical journal (01.12.2023)
Published in The Astrophysical journal (01.12.2023)
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Journal Article
Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model -External Validation based on CT from the Danish Lung Cancer Screening Trial
Winkler Wille, Mathilde M., van Riel, Sarah J., Saghir, Zaigham, Dirksen, Asger, Pedersen, Jesper Holst, Jacobs, Colin, Thomsen, Laura Hohwü, Scholten, Ernst Th, Skovgaard, Lene T., van Ginneken, Bram
Published in European radiology (01.10.2015)
Published in European radiology (01.10.2015)
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Journal Article
Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines
van Riel, Sarah J., Ciompi, Francesco, Jacobs, Colin, Winkler Wille, Mathilde M., Scholten, Ernst Th, Naqibullah, Matiullah, Lam, Stephen, Prokop, Mathias, Schaefer-Prokop, Cornelia, van Ginneken, Bram
Published in European radiology (01.10.2017)
Published in European radiology (01.10.2017)
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Journal Article
Benthic Assemblages of the Anton Dohrn Seamount (NE Atlantic): Defining Deep-Sea Biotopes to Support Habitat Mapping and Management Efforts with a Focus on Vulnerable Marine Ecosystems
Davies, Jaime S, Stewart, Heather A, Narayanaswamy, Bhavani E, Jacobs, Colin, Spicer, John, Golding, Neil, Howell, Kerry L
Published in PloS one (18.05.2015)
Published in PloS one (18.05.2015)
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Journal Article
Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules?
Scholten, Ernst T, de Jong, Pim A, de Hoop, Bartjan, van Klaveren, Rob, van Amelsvoort-van de Vorst, Saskia, Oudkerk, Matthijs, Vliegenthart, Rozemarijn, de Koning, Harry J, van der Aalst, Carlijn M, Vernhout, René M, Groen, Harry J M, Lammers, Jan-Willem J, van Ginneken, Bram, Jacobs, Colin, Mali, Willem P T M, Horeweg, Nanda, Weenink, Carla, Thunnissen, Erik, Prokop, Mathias, Gietema, Hester A
Published in The European respiratory journal (01.03.2015)
Published in The European respiratory journal (01.03.2015)
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Journal Article
A Glimpse of the Stellar Populations and Elemental Abundances of Gravitationally Lensed, Quiescent Galaxies at z ≳ 1 with Keck Deep Spectroscopy
Zhuang, Zhuyun, Leethochawalit, Nicha, Kirby, Evan N., Nightingale, J. W., Steidel, Charles C., Glazebrook, Karl, Barone, Tania M., Skobe, Hannah, Sweet, Sarah M., Nanayakkara, Themiya, Allen, Rebecca J., G. C., Keerthi Vasan, Jones, Tucker, Kacprzak, Glenn G., Tran, Kim-Vy H., Jacobs, Colin
Published in The Astrophysical journal (01.05.2023)
Published in The Astrophysical journal (01.05.2023)
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Journal Article
Early Results from GLASS-JWST. XVI. Discovering a Bluer z ∼ 4–7 Universe through UV Slopes
Nanayakkara, Themiya, Glazebrook, Karl, Jacobs, Colin, Bonchi, Andrea, Castellano, Marco, Fontana, Adriano, Mason, Charlotte, Merlin, Emiliano, Morishita, Takahiro, Paris, Diego, Trenti, Michele, Treu, Tommaso, Calabrò, Antonello, Boyett, Kristan, Bradac, Marusa, Leethochawalit, Nicha, Marchesini, Danilo, Santini, Paola, Strait, Victoria, Vanzella, Eros, Vulcani, Benedetta, Wang, Xin, Yang, Lilian
Published in Astrophysical journal. Letters (01.04.2023)
Published in Astrophysical journal. Letters (01.04.2023)
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Journal Article
Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances
Schreuder, Anton, Jacobs, Colin, Gallardo-Estrella, Leticia, Prokop, Mathias, Schaefer-Prokop, Cornelia M, van Ginneken, Bram
Published in PloS one (21.02.2019)
Published in PloS one (21.02.2019)
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Journal Article
Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation
Scholten, Ernst Th, Jacobs, Colin, van Ginneken, Bram, van Riel, Sarah, Vliegenthart, Rozemarijn, Oudkerk, Matthijs, de Koning, Harry J., Horeweg, Nanda, Prokop, Mathias, Gietema, Hester A., Mali, Willem P. Th.M., de Jong, Pim A.
Published in European radiology (01.02.2015)
Published in European radiology (01.02.2015)
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Journal Article
Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality
Gallardo-Estrella, Leticia, Pompe, Esther, de Jong, Pim A, Jacobs, Colin, van Rikxoort, Eva M, Prokop, Mathias, Sánchez, Clara I, van Ginneken, Bram
Published in PloS one (11.12.2017)
Published in PloS one (11.12.2017)
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Journal Article
Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study
Chung, Kaman, Ciompi, Francesco, Scholten, Ernst T, Goo, Jin Mo, Prokop, Mathias, Jacobs, Colin, van Ginneken, Bram, Schaefer-Prokop, Cornelia M
Published in PloS one (13.02.2018)
Published in PloS one (13.02.2018)
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Journal Article