List of works - Colin Jacobs

Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence

scientific article published on 30 July 2020

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison

scientific article published on 08 October 2021

Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images.

scientific article published on 17 December 2013

Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population

scientific article published on 18 May 2018

Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans

scientific article published on 05 March 2016

Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database

scientific article published on 06 October 2015

Computer-aided segmentation and volumetry of artificial ground-glass nodules at chest CT.

scientific article

Corrigendum: Towards automatic pulmonary nodule management in lung cancer screening with deep learning

scientific article published on 7 September 2017

Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation

scientific article published on 7 October 2014

Interscan variation of semi-automated volumetry of subsolid pulmonary nodules.

scientific article published on 21 November 2014

Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment

scientific article published on 16 July 2018

Lung cancer risk to personalise annual and biennial follow-up computed tomography screening.

scientific article published on 30 March 2018

Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules.

scientific article

Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines

scientific article published on 14 March 2017

Normal range of emphysema and air trapping on CT in young men.

scientific article published in August 2012

Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality

scientific article published on 11 December 2017

Observer Variability for Classification of Pulmonary Nodules on Low-Dose CT Images and Its Effect on Nodule Management.

scientific article published on 22 May 2015

Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management

scientific article published on 31 July 2018

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

scientific article published on 21 February 2019

Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model -External Validation based on CT from the Danish Lung Cancer Screening Trial

scientific article published on 13 March 2015

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

scientific article published on March 2016

Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans.

scientific article published on 16 January 2015

Semi-automatic quantification of subsolid pulmonary nodules: comparison with manual measurements

scientific article

Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules?

scientific article published on 27 November 2014

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

scientific article

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

scientific article published on 13 July 2017

Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study

scientific article published on 13 February 2018

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network

scientific article published on 12 August 2019

List of works by Colin Jacobs

Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison

Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images.

Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population

Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans

Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database

Computer-aided segmentation and volumetry of artificial ground-glass nodules at chest CT.

Corrigendum: Towards automatic pulmonary nodule management in lung cancer screening with deep learning

Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation

Interscan variation of semi-automated volumetry of subsolid pulmonary nodules.

Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment

Lung cancer risk to personalise annual and biennial follow-up computed tomography screening.

Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules.

Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines

Normal range of emphysema and air trapping on CT in young men.

Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality

Observer Variability for Classification of Pulmonary Nodules on Low-Dose CT Images and Its Effect on Nodule Management.

Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management

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

Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model -External Validation based on CT from the Danish Lung Cancer Screening Trial

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans.

Semi-automatic quantification of subsolid pulmonary nodules: comparison with manual measurements

Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules?

Towards automatic pulmonary nodule management in lung cancer screening with deep learning

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network