Pim A. de Jong

38 papers B 5Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
From algorithms to action: improving patient care requires causality.
BMC Medical Informatics Decis. Mak.
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
2022 J jnl
Decision making in cancer: Causal questions require causal answers.
CoRR
Wouter A. C. van Amsterdam, Pim A. de Jong, Joost J. C. Verhoeff, Tim Leiner, Rajesh Ranganath
2020 — conf
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data.
BCB
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
2020 J jnl
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data.
CoRR
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
2020 J jnl
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning.
CoRR
Linde S. Hesse, Pim A. de Jong, Josien P. W. Pluim, Veronika Cheplygina
2019 J jnl
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
CoRR
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019 J jnl
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
IEEE Trans. Medical Imaging
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019 B conf
Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning.
Image Processing
Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
2019 J jnl
Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.
npj Digit. Medicine
Wouter A. C. van Amsterdam, Joost J. C. Verhoeff, Pim A. de Jong, Tim Leiner, Marinus J. C. Eijkemans
2019 J jnl
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification.
Medical Image Anal.
Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
2018 J jnl
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions.
IEEE Trans. Medical Imaging
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
2018 J jnl
Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning.
CoRR
Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
2018 J jnl
Iterative fully convolutional neural networks for automatic vertebra segmentation.
CoRR
Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
2017 J jnl
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions.
CoRR
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
2017 B conf
Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network.
Image Processing
Jurica Sprem, Bob D. de Vos, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2017 J jnl
ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images.
IEEE Trans. Medical Imaging
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images.
CoRR
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017 J jnl
Direct and Real-Time Cardiovascular Risk Prediction.
CoRR
Bob D. de Vos, Nikolas Leßmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2016 B conf
2D image classification for 3D anatomy localization: employing deep convolutional neural networks.
Image Processing
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2016 — conf
Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor.
LABELS/DLMIA@MICCAI
Bob D. de Vos, Max A. Viergever, Pim A. de Jong, Ivana Isgum
2016 — conf
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT.
Computer-Aided Diagnosis
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
2016 B conf
Genome-wide association study of coronary and aortic calcification in lung cancer screening CT.
Image Processing
Bob D. de Vos, Jessica van Setten, Pim A. de Jong, Willem Mali, Matthijs Oudkerk, Max A. Viergever, Ivana Isgum
2016 J jnl
Optimization Strategies for Interactive Classification of Interstitial Lung Disease Textures.
Frontiers ICT
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
2015 J jnl
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.
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
2015 — conf
Automatic machine learning based prediction of cardiovascular events in lung cancer screening data.
Computer-Aided Diagnosis
Bob D. de Vos, Pim A. de Jong, Jelmer M. Wolterink, Rozemarijn Vliegenthart, Geoffrey V. F. Wielingen, Max A. Viergever, Ivana Isgum
2015 J jnl
Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images.
IEEE Trans. Medical Imaging
Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Mathilde M. W. Wille, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
2014 — conf
Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis.
Computer-Aided Diagnosis
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
2014 J jnl
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images.
Medical Image Anal.
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
2012 — conf
Automatic classication of pulmonary function in COPD patients using trachea analysis in chest CT scans.
Computer-Aided Diagnosis
Eva M. van Rikxoort, Pim A. de Jong, O. M. Mets, Bram van Ginneken
2012 J jnl
Clavicle segmentation in chest radiographs.
Medical Image Anal.
Laurens Hogeweg, Clara I. Sánchez, Pim A. de Jong, Pragnya Maduskar, Bram van Ginneken
2012 J jnl
Extraction of Airways From CT (EXACT'09).
IEEE Trans. Medical Imaging
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
2012 B conf
Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study.
ICPR
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
2011 — conf
Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features.
MICCAI (3)
Colin Jacobs, Clara I. Sánchez, Stefan C. Saur, Thorsten Twellmann, Pim A. de Jong, Bram van Ginneken
2010 — conf
Fusion of Local and Global Detection Systems to Detect Tuberculosis in Chest Radiographs.
MICCAI (3)
Laurens Hogeweg, Christian Mol, Pim A. de Jong, Rodney Dawson, Helen Ayles, Bram van Ginneken
2010 — conf
Interactive annotation of textures in thoracic CT scans.
Computer-Aided Diagnosis
Thessa T. J. P. Kockelkorn, Pim A. de Jong, Hester A. Gietema, Jan C. Grutters, Mathias Prokop, Bram van Ginneken
2010 — conf
Rib suppression in chest radiographs to improve classification of textural abnormalities.
Computer-Aided Diagnosis
Laurens E. Hogeweg, Christian Mol, Pim A. de Jong, Bram van Ginneken
2010 — conf
Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates.
MICCAI (2)
Geert J. S. Litjens, Laurens Hogeweg, Arnold M. R. Schilham, Pim A. de Jong, Max A. Viergever, Bram van Ginneken
2009 — conf
Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis.
MICCAI (1)
Yulia Arzhaeva, Laurens Hogeweg, Pim A. de Jong, Max A. Viergever, Bram van Ginneken