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Colin Jacobs

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Nodule detection and generation on chest X-rays: NODE21 Challenge

Jan 04, 2024
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I Sánchez, Keelin Murphy

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Transfer learning from a sparsely annotated dataset of 3D medical images

Nov 08, 2023
Gabriel Efrain Humpire-Mamani, Colin Jacobs, Mathias Prokop, Bram van Ginneken, Nikolas Lessmann

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Kidney abnormality segmentation in thorax-abdomen CT scans

Sep 06, 2023
Gabriel Efrain Humpire Mamani, Nikolas Lessmann, Ernst Th. Scholten, Mathias Prokop, Colin Jacobs, Bram van Ginneken

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Emphysema Subtyping on Thoracic Computed Tomography Scans using Deep Neural Networks

Sep 05, 2023
Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Dirk Jan Slebos, Bram van Ginneken

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Structure and position-aware graph neural network for airway labeling

Jan 12, 2022
Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken

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Deep Clustering Activation Maps for Emphysema Subtyping

Jun 01, 2021
Weiyi Xie, Colin Jacobs, Bram van Ginneken

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Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients

May 25, 2021
Weiyi Xie, Colin Jacobs, Bram van Ginneken

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Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study

Sep 21, 2020
Coen de Vente, Luuk H. Boulogne, Kiran Vaidhya Venkadesh, Cheryl Sital, Nikolas Lessmann, Colin Jacobs, Clara I. Sánchez, Bram van Ginneken

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Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans

May 12, 2020
Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken

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Contextual Two-Stage U-Nets for Robust Pulmonary Lobe Segmentation in CT Scans of COVID-19 and COPD Patients

Apr 19, 2020
Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken

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