Publications by authors named "Colin Jacobs"

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Artificial intelligence in radiology: 173 commercially available products and their scientific evidence.
Noa Antonissen, Olga Tryfonos, Ignas B Houben, Colin Jacobs, Maarten de Rooij, Kicky G van Leeuwen

Eur Radiol· July 2025

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Typical CT Features of Intrapulmonary Lymph Nodes: A Review.
Anton Schreuder, Colin Jacobs, Ernst T Scholten, Bram van Ginneken, Cornelia M Schaefer-Prokop, Mathias Prokop

Radiol Cardiothorac Imaging· August 2020

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Aggressiveness-guided nodule management for lung cancer screening in Europe-justification for follow-up intervals and definition of growth.
Mathias Prokop, Cornelia Schaefer-Prokop, Colin Jacobs, Annemiek Snoeckx, Jürgen Biederer

Eur Radiol· January 2026

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Lung cancer screening with low-dose CT: definition of positive, indeterminate, and negative screen results. A nodule management recommendation from the European Society of Thoracic Imaging.
Annemiek Snoeckx, Mario Silva, Helmut Prosch, Jürgen Biederer, Thomas Frauenfelder, Colin Jacobs

Eur Radiol· January 2026

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Performance of a screening-trained DL model for pulmonary nodule malignancy estimation of incidental clinical nodules.
Renate Dinnessen, Dré Peeters, Noa Antonissen, Firdaus A A Mohamed Hoesein, Hester A Gietema, Colin Jacobs

Eur Radiol· January 2026

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Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk.
Bogdan Obreja, Joeran Bosma, Kiran Vaidhya Venkadesh, Zaigham Saghir, Mathias Prokop, Colin Jacobs

Radiol Artif Intell· November 2025

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Fairness expectations scaffolded the evolution of larger groups.
Oded Ritov, Colin R Jacobs, Jan M Engelmann

Behav Brain Sci· November 2025

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Artificial intelligence for the detection of airway nodules in chest CT scans.
Ward Hendrix, Nils Hendrix, Ernst T Scholten, Bram van Ginneken, Mathias Prokop, Colin Jacobs

Eur Radiol· September 2025

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Children Demand an Equal Share of Worthless Objects.
Colin Jacobs, Sebastian Grueneisen, Harriet Over, Jan M Engelmann

Dev Sci· September 2025

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External Test of a Deep Learning Algorithm for Pulmonary Nodule Malignancy Risk Stratification Using European Screening Data.
Noa Antonissen, Kiran Vaidhya Venkadesh, Renate Dinnessen, Ernst Th Scholten, Zaigham Saghir, Colin Jacobs

Radiology· September 2025

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ESR Essentials: lung cancer screening with low-dose CT-practice recommendations by the European Society of Thoracic Imaging.
Marie-Pierre Revel, Jurgen Biederer, Arjun Nair, Mario Silva, Colin Jacobs

Eur Radiol· August 2025

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Beneficial value of [F]FDG PET/CT in the follow-up of patients with stage III non-small cell lung cancer (NVALT31-PET study): study protocol of a multicentre randomised controlled trial.
Nicole E Billingy, Cornelia A Verberkt, Idris Bahce, Marloes J Hassing, Joran Schoorlemmer, Colin Jacobs

BMJ Open· July 2025

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[Incidental pulmonary nodules on CT imaging: what to do?].
Erik H F M van der Heijden, Miranda Snoeren, Colin Jacobs

Ned Tijdschr Geneeskd· June 2025

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Towards safe and reliable deep learning for lung nodule malignancy estimation using out-of-distribution detection.
Dré Peeters, Kiran V Venkadesh, Renate Dinnessen, Zaigham Saghir, Ernst T Scholten, Colin Jacobs

Comput Biol Med· March 2025

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An AI deep learning algorithm for detecting pulmonary nodules on ultra-low-dose CT in an emergency setting: a reader study.
Inge A H van den Berk, Colin Jacobs, Maadrika M N P Kanglie, Onno M Mets, Miranda Snoeren

Eur Radiol Exp· November 2024

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Enhancing a deep learning model for pulmonary nodule malignancy risk estimation in chest CT with uncertainty estimation.
Dré Peeters, Natália Alves, Kiran V Venkadesh, Renate Dinnessen, Zaigham Saghir, Colin Jacobs

Eur Radiol· October 2024

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Structure and position-aware graph neural network for airway labeling.
Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken

Med Image Anal· October 2024

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Lung Nodule Management in Low-Dose CT Screening for Lung Cancer: Lessons from the NELSON Trial.
Danrong Zhong, Grigory Sidorenkov, Colin Jacobs, Pim A de Jong, Hester A Gietema

Radiology· October 2024

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Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge.
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Colin Jacobs

IEEE Trans Med Imaging· August 2024

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Estimating lung function from computed tomography at the patient and lobe level using machine learning.
Luuk H Boulogne, Jean-Paul Charbonnier, Colin Jacobs, Erik H F M van der Heijden, Bram van Ginneken

Med Phys· April 2024

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A massive galaxy that formed its stars at z ≈ 11.
Karl Glazebrook, Themiya Nanayakkara, Corentin Schreiber, Claudia Lagos, Lalitwadee Kawinwanichakij, Colin Jacobs

Nature· April 2024

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Decoding pulmonary nodules: can machine learning enhance malignancy risk stratification?
Colin Jacobs

Thorax· March 2024

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A population of faint, old, and massive quiescent galaxies at [Formula: see text] revealed by JWST NIRSpec Spectroscopy.
Themiya Nanayakkara, Karl Glazebrook, Colin Jacobs, Lalitwadee Kawinwanichakij, Corentin Schreiber

Sci Rep· February 2024

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Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans.
Ward Hendrix, Nils Hendrix, Ernst T Scholten, Mariëlle Mourits, Joline Trap-de Jong, Colin Jacobs

Commun Med (Lond)· October 2023

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Erratum for: Prediction Variability to Identify Reduced AI Performance in Cancer Diagnosis at MRI and CT.
Natália Alves, Joeran S Bosma, Kiran V Venkadesh, Colin Jacobs, Zaigham Saghir

Radiology· October 2023

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Prediction Variability to Identify Reduced AI Performance in Cancer Diagnosis at MRI and CT.
Natália Alves, Joeran S Bosma, Kiran V Venkadesh, Colin Jacobs, Zaigham Saghir

Radiology· September 2023

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