Colin Jacobs

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Computed Tomography

Pulmonary Hypertension

Top Venues

European radiology

Radiology. Artificial intelligence

This page only lists publications with an associated author ORCID identifier.

Publications

Colin Jacobs
Decoding pulmonary nodules: can machine learning enhance malignancy risk stratification? Thorax (2024)
Colin Jacobs
Decoding pulmonary nodules: can machine learning enhance malignancy risk stratification? Thorax 79 (4) (2024)
Colin Jacobs
Decoding pulmonary nodules: can machine learning enhance malignancy risk stratification? Thorax 79 (4) (2024)
Colin Jacobs
Challenges and outlook in the management of pulmonary nodules detected on CT. European radiology (2023)
Ward Hendrix, Nils Hendrix, Ernst T Scholten, Mariëlle Mourits, Joline Trap-de Jong, Steven Schalekamp, Mike Korst, Maarten van Leuken, Bram van Ginneken, Mathias Prokop, Matthieu Rutten, Colin Jacobs
Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans. Communications medicine 3 (1) (2023)
Kiran Vaidhya Venkadesh, Tajwar Abrar Aleef, Ernst Th Scholten, Zaigham Saghir, Mario Silva, Nicola Sverzellati, Ugo Pastorino, Bram van Ginneken, Mathias Prokop, Colin Jacobs
Prior CT Improves Deep Learning for Malignancy Risk Estimation of Screening-detected Pulmonary Nodules. Radiology 308 (2) (2023)
Natália Alves, Joeran S Bosma, Kiran Vaidhya Venkadesh, Colin Jacobs, Zaigham Saghir, Maarten de Rooij, John J Hermans, Henkjan J Huisman
Prediction Variability to Identify Reduced AI Performance in Cancer Diagnosis at MRI and CT. Radiology 308 (3) (2023)
Rozemarijn Vliegenthart, Andreas Fouras, Colin Jacobs, Nickolas Papanikolaou
Innovations in thoracic imaging: CT, radiomics, AI and x-ray velocimetry. Respirology (Carlton, Vic.) 27 (10) (2022)
Anton Schreuder, Colin Jacobs, Nikolas Lessmann, Mireille J M Broeders, Mario Silva, Ivana Išgum, Pim A de Jong, Nicola Sverzellati, Mathias Prokop, Ugo Pastorino, Cornelia M Schaefer-Prokop, Bram van Ginneken
Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening. The European respiratory journal 58 (3) (2021)
Coen de Vente, Luuk H Boulogne, Kiran Vaidhya Venkadesh, Cheryl Sital, Nikolas Lessmann, Colin Jacobs, Clara I Sanchez, Bram van Ginneken
Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison. IEEE transactions on artificial intelligence 3 (2) (2021)
Kiran Vaidhya Venkadesh, Arnaud A A Setio, Anton Schreuder, Ernst Th Scholten, Kaman Chung, Mathilde Marie Winkler Wille, Zaigham Saghir, Bram van Ginneken, Mathias Prokop, Colin Jacobs
Deep Learning for Malignancy Risk Estimation of Pulmonary Nodules Detected at Low-Dose Screening CT. Radiology 300 (2) (2021)
Colin Jacobs, Arnaud A A Setio, Ernst Th Scholten, Paul K Gerke, Haimasree Bhattacharya, Firdaus A M Hoesein, Monique Brink, Erik R Ranschaert, Pim A de Jong, Mario Silva, Bram H J Geurts, Kaman Chung, Steven Schalekamp, Joke Meersschaert, Anand Devaraj, Paul F Pinsky, Stephen C Lam, Bram van Ginneken, Keyvan Farahani
Deep Learning for Lung Cancer Detection on Screening CT Scans: Results of a Large-Scale Public Competition and an Observer Study with 11 Radiologists. Radiology. Artificial intelligence 3 (6) (2021)
Colin Jacobs, Anton Schreuder, Sarah J van Riel, Ernst Th Scholten, Rianne Wittenberg, Mathilde Marie Winkler Wille, Bartjan de Hoop, Ralf Sprengers, Onno M Mets, Bram H J Geurts, Mathias Prokop, Cornelia M Schaefer-Prokop, Bram van Ginneken
Assisted versus Manual Interpretation of Low-Dose CT Scans for Lung Cancer Screening: Impact on Lung-RADS Agreement. Radiology. Imaging cancer 3 (5) (2021)
Anton Schreuder, Colin Jacobs, Nikolas Lessmann, Mireille Jm Broeders, Mario Silva, Ivana Išgum, Pim A de Jong, Michel M van den Heuvel, Nicola Sverzellati, Mathias Prokop, Ugo Pastorino, Cornelia M Schaefer-Prokop, Bram van Ginneken
Scan-based competing death risk model for reevaluating lung cancer computed tomography screening eligibility. The European respiratory journal (2021)
Nikolas Lessmann, Clara I Sanchez, Ludo F M Beenen, Luuk H Boulogne, Monique Brink, Erdi Calli, Jean-Paul Charbonnier, Anthonius S M Dofferhoff, Wouter M van Everdingen, Paul K Gerke, Bram H J Geurts, Hester A Gietema, Miriam Groeneveld, Louis D van Harten, Nils Hendrix, Ward Hendrix, Henkjan J Huisman, Ivana Išgum, Colin Jacobs, Ruben Kluge, Michel Kok, Jasenko Krdzalic, Bianca C Lassen-Schmidt, Kicky Gerhilde van Leeuwen, James Meakin, Mike Overkamp, Tjalco F D van Rees Vellinga, Eva M van Rikxoort, Riccardo Samperna, Cornelia M Schaefer-Prokop, Steven Schalekamp, Ernst Th Scholten, Cheryl Sital, J Lauran Stöger, Jonas Teuwen, Kiran Vaidhya Venkadesh, Coen de Vente, Marieke Vermaat, Weiyi Xie, Bram de Wilde, Mathias Prokop, Bram van Ginneken
Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence. Radiology 298 (1) (2020)
Anton Schreuder, Colin Jacobs, Ernst Th Scholten, Bram van Ginneken, Cornelia M Schaefer-Prokop, Mathias Prokop
Typical CT Features of Intrapulmonary Lymph Nodes: A Review. Radiology. Cardiothoracic imaging 2 (4) (2020)
Gabriel E Humpire-Mamani, Joris Bukala, Ernst Th Scholten, Mathias Prokop, Bram van Ginneken, Colin Jacobs
Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learning. Radiology. Artificial intelligence 2 (4) (2020)
Guilherme Aresta, Colin Jacobs, Teresa Araújo, António Cunha, Isabel Ramos, Bram van Ginneken, Aurélio Campilho
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network. Scientific reports 9 (1) (2019)
Anton Schreuder, Colin Jacobs, Leticia Gallardo-Estrella, Mathias Prokop, Cornelia M Schaefer-Prokop, Bram van Ginneken
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. PloS one 14 (2) (2019)
Sarah J van Riel, Colin Jacobs, Ernst Th Scholten, Rianne Wittenberg, Mathilde M Winkler Wille, Bartjan de Hoop, Ralf Sprengers, Onno M Mets, Bram Geurts, Mathias Prokop, Cornelia Schaefer-Prokop, Bram van Ginneken
Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management. European radiology 29 (2) (2018)
Anton Schreuder, Cornelia M Schaefer-Prokop, Ernst T Scholten, Colin Jacobs, Mathias Prokop, Bram van Ginneken
Lung cancer risk to personalise annual and biennial follow-up computed tomography screening. Thorax (2018)
Kaman Chung, Onno M Mets, Paul K Gerke, Colin Jacobs, Annemarie M den Harder, Ernst T Scholten, Mathias Prokop, Pim A de Jong, Bram van Ginneken, Cornelia M Schaefer-Prokop
Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population. Thorax 73 (9) (2018)
Colin Jacobs, Eva M van Rikxoort, Keelin Murphy, Mathias Prokop, Cornelia M Schaefer-Prokop, Bram van Ginneken
Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database. European radiology 26 (7) (2015)