Pim A. de Jong

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Automated Detection

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

Medical Imaging: Image Processing

Medical Image Anal.

Publications

Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
From algorithms to action: improving patient care requires causality. BMC Medical Informatics Decis. Mak. 24 (3) (2024)
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
Decision making in cancer: Causal questions require causal answers. CoRR (2022)
Linde S. Hesse, Pim A. de Jong, Josien P. W. Pluim, Veronika Cheplygina
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning. CoRR (2020)
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data. CoRR (2020)
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data. BCB (2020)
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. CoRR (2019)
Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning. Medical Imaging: Image Processing (2019)
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. IEEE Trans. Medical Imaging 38 (9) (2019)
Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Medical Image Anal. 53 (2019)
Wouter A. C. van Amsterdam, Joost J. C. Verhoeff, Pim A. de Jong, Tim Leiner, Marinus J. C. Eijkemans
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning. npj Digit. Medicine 2 (2019)
Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
Iterative fully convolutional neural networks for automatic vertebra segmentation. CoRR (2018)
Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning. CoRR (2018)
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions. IEEE Trans. Medical Imaging 37 (2) (2018)
Bob D. de Vos, Nikolas Leßmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum
Direct and Real-Time Cardiovascular Risk Prediction. CoRR (2017)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images. IEEE Trans. Medical Imaging 36 (7) (2017)
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. CoRR (2017)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images. CoRR (2017)
Jurica Sprem, Bob D. de Vos, Pim A. de Jong, Max A. Viergever, Ivana Isgum
Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network. Medical Imaging: Image Processing (2017)
Nikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Bob D. de Vos, Jessica van Setten, Pim A. de Jong, Willem Mali, Matthijs Oudkerk, Max A. Viergever, Ivana Isgum
Genome-wide association study of coronary and aortic calcification in lung cancer screening CT. Medical Imaging: Image Processing (2016)
Thessa T. J. P. Kockelkorn, Rui Ramos, José Ramos, Pim A. de Jong, Cornelia Schaefer-Prokop, Rianne Wittenberg, Audrey M. Tiehuis, Jan C. Grutters, Max A. Viergever, Bram van Ginneken
Optimization Strategies for Interactive Classification of Interstitial Lung Disease Textures. Frontiers ICT 3 (2016)
Bob D. de Vos, Max A. Viergever, Pim A. de Jong, Ivana Isgum
Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor. LABELS/DLMIA@MICCAI (2016)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2D image classification for 3D anatomy localization: employing deep convolutional neural networks. Medical Imaging: Image Processing (2016)
Bob D. de Vos, Pim A. de Jong, Jelmer M. Wolterink, Rozemarijn Vliegenthart, Geoffrey V. F. Wielingen, Max A. Viergever, Ivana Isgum
Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. Medical Imaging: Computer-Aided Diagnosis (2015)
Francesco Ciompi, Bartjan de Hoop, Sarah J. van Riel, Kaman Chung, Ernst Th. Scholten, Matthijs Oudkerk, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box. Medical Image Anal. 26 (1) (2015)
Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Mathilde M. W. Wille, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images. IEEE Trans. Medical Imaging 34 (4) (2015)
Colin Jacobs, S. H. T. T. Opdam, Eva M. van Rikxoort, O. M. Mets, J. Rooyackers, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis. Medical Imaging: Computer-Aided Diagnosis (2014)
Colin Jacobs, Eva M. van Rikxoort, Thorsten Twellmann, Ernst Th. Scholten, Pim A. de Jong, Jan-Martin Kuhnigk, Matthijs Oudkerk, Harry J. de Koning, Mathias Prokop, Cornelia Schaefer-Prokop, Bram van Ginneken
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images. Medical Image Anal. 18 (2) (2014)
Laurens Hogeweg, Clara I. Sánchez, Pim A. de Jong, Pragnya Maduskar, Bram van Ginneken
Clavicle segmentation in chest radiographs. Medical Image Anal. 16 (8) (2012)
Thessa T. J. P. Kockelkorn, Clara I. Sánchez, Jan C. Grutters, Rui Ramos, Pim A. de Jong, Max A. Viergever, José Ramos, Cornelia Schaefer-Prokop, Bram van Ginneken
Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study. ICPR (2012)
Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt, Tarunashree Yavarna, Pim A. de Jong, Benjamin Irving, Catalin I. Fetita, Margarete Ortner, Romulo Pinho, Jan Sijbers, Marco Feuerstein, Anna Fabijanska, Christian Bauer, Reinhard Beichel, Carlos S. Mendoza, Rafael Wiemker, Jaesung Lee, Anthony P. Reeves, Silvia Born, Oliver Weinheimer, Eva M. van Rikxoort, Juerg Tschirren, Kensaku Mori, Benjamin Odry, David P. Naidich, Ieneke Hartmann, Eric A. Hoffman, Mathias Prokop, Jesper Johannes Holst Pedersen, Marleen de Bruijne
Extraction of Airways From CT (EXACT'09). IEEE Trans. Medical Imaging 31 (11) (2012)
Eva M. van Rikxoort, Pim A. de Jong, O. M. Mets, Bram van Ginneken
Automatic classication of pulmonary function in COPD patients using trachea analysis in chest CT scans. Medical Imaging: Computer-Aided Diagnosis (2012)
Colin Jacobs, Clara I. Sánchez, Stefan C. Saur, Thorsten Twellmann, Pim A. de Jong, Bram van Ginneken
Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features. MICCAI (3) (2011)
Laurens Hogeweg, Christian Mol, Pim A. de Jong, Rodney Dawson, Helen Ayles, Bram van Ginneken
Fusion of Local and Global Detection Systems to Detect Tuberculosis in Chest Radiographs. MICCAI (3) (2010)
Laurens E. Hogeweg, Christian Mol, Pim A. de Jong, Bram van Ginneken
Rib suppression in chest radiographs to improve classification of textural abnormalities. Medical Imaging: Computer-Aided Diagnosis (2010)
Thessa T. J. P. Kockelkorn, Pim A. de Jong, Hester A. Gietema, Jan C. Grutters, Mathias Prokop, Bram van Ginneken
Interactive annotation of textures in thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis (2010)
Geert J. S. Litjens, Laurens Hogeweg, Arnold M. R. Schilham, Pim A. de Jong, Max A. Viergever, Bram van Ginneken
Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates. MICCAI (2) (2010)
Yulia Arzhaeva, Laurens Hogeweg, Pim A. de Jong, Max A. Viergever, Bram van Ginneken
Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis. MICCAI (1) (2009)