Pim A. de Jong

According to our database1, Pim A. de Jong authored at least 34 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
From algorithms to action: improving patient care requires causality.
BMC Medical Informatics Decis. Mak., December, 2024

2022
Decision making in cancer: Causal questions require causal answers.
CoRR, 2022

2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning.
CoRR, 2020

Multimodal Learning for Cardiovascular Risk Prediction using EHR Data.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
IEEE Trans. Medical Imaging, 2019

Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning.
npj Digit. Medicine, 2019

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification.
Medical Image Anal., 2019

Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

2018
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions.
IEEE Trans. Medical Imaging, 2018

Iterative fully convolutional neural networks for automatic vertebra segmentation.
CoRR, 2018

2017
ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images.
IEEE Trans. Medical Imaging, 2017

Direct and Real-Time Cardiovascular Risk Prediction.
CoRR, 2017

ConvNet-Based Localization of Anatomical Structures in 3D Medical Images.
CoRR, 2017

Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016
Optimization Strategies for Interactive Classification of Interstitial Lung Disease Textures.
Frontiers ICT, 2016

2D image classification for 3D anatomy localization: employing deep convolutional neural networks.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Genome-wide association study of coronary and aortic calcification in lung cancer screening CT.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015
Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images.
IEEE Trans. Medical Imaging, 2015

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., 2015

Automatic machine learning based prediction of cardiovascular events in lung cancer screening data.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images.
Medical Image Anal., 2014

Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

2012
Extraction of Airways From CT (EXACT'09).
IEEE Trans. Medical Imaging, 2012

Clavicle segmentation in chest radiographs.
Medical Image Anal., 2012

Automatic classication of pulmonary function in COPD patients using trachea analysis in chest CT scans.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Fusion of Local and Global Detection Systems to Detect Tuberculosis in Chest Radiographs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Interactive annotation of textures in thoracic CT scans.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Rib suppression in chest radiographs to improve classification of textural abnormalities.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

2009
Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009


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