Colin Jacobs

27PUBLICATIONS
88CO-AUTHORS
Evolutionary computationLiquid biopsiesEpidemiological methodsEpidemiological modellingReinforcement learning
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Publications (27)

|Aug 27, 2026
Systematic evaluation of foundation models for organ-level classification on CT scans.

|Jun 24, 2026
Benchmarking of AI and Radiologists for Indeterminate Lung Nodule Malignancy Risk Estimation at Screening CT: The LUNA25 Challenge.

|Mar 14, 2026
Improving Lung Cancer Screening Selection: A Comparative Analysis of Risk Models and Traditional Criteria in a Western European General Population.

Danrong Zhong, Grigory Sidorenkov, Marcel J W Greuter

|Sep 16, 2025
External Test of a Deep Learning Algorithm for Pulmonary Nodule Malignancy Risk Stratification Using European Screening Data.

Noa Antonissen, Kiran Vaidhya Venkadesh, Renate Dinnessen

|Aug 20, 2025
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

|Oct 22, 2024
Lung Nodule Management in Low-Dose CT Screening for Lung Cancer: Lessons from the NELSON Trial.

Danrong Zhong, Grigory Sidorenkov, Colin Jacobs

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Frequent Collaborators

9 joint publications

Ernst Th Scholten

9 joint publications

Mathias Prokop

8 joint publications

Bram van Ginneken

7 joint publications

Anton Schreuder