Publications by authors named "Arnaud Setio"

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Accuracy of artificial intelligence model for infectious keratitis classification: a systematic review and meta-analysis.
Randy Sarayar, Yeni Dwi Lestari, Arnaud A A Setio, Ratna Sitompul

Front Public Health· December 2023

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Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics.
Pavlo Yevtushenko, Leonid Goubergrits, Lina Gundelwein, Arnaud Setio, Heiko Ramm

IEEE J Biomed Health Inform· April 2022

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Deep Learning for Lung Cancer Detection on Screening CT Scans: Results of a Large-Scale Public Competition and an Observer Study with 11 Radiologists.
Colin Jacobs, Arnaud A A Setio, Ernst T Scholten, Paul K Gerke, Haimasree Bhattacharya

Radiol Artif Intell· November 2021

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Deep Learning for Malignancy Risk Estimation of Pulmonary Nodules Detected at Low-Dose Screening CT.
Kiran Vaidhya Venkadesh, Arnaud A A Setio, Anton Schreuder, Ernst T Scholten, Kaman Chung

Radiology· August 2021

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Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment.
Sebastian Gündel, Arnaud A A Setio, Florin C Ghesu, Sasa Grbic, Bogdan Georgescu

Med Image Anal· August 2021

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No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks.
Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C Ghesu, Eli Gibson, Sasa Grbic

IEEE Trans Med Imaging· January 2021

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Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans.
Gabriel Efrain Humpire-Mamani, Arnaud Arindra Adiyoso Setio, Bram van Ginneken, Colin Jacobs

Phys Med Biol· April 2018

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Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S N Berens, Cas van den Bogaard

Med Image Anal· December 2017

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A survey on deep learning in medical image analysis.
Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi

Med Image Anal· December 2017

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Towards automatic pulmonary nodule management in lung cancer screening with deep learning.
Francesco Ciompi, Kaman Chung, Sarah J van Riel, Arnaud Arindra Adiyoso Setio, Paul K Gerke

Sci Rep· April 2017

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Improving airway segmentation in computed tomography using leak detection with convolutional networks.
Jean-Paul Charbonnier, Eva M van Rikxoort, Arnaud A A Setio, Cornelia M Schaefer-Prokop, Bram van Ginneken

Med Image Anal· February 2017

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Using deep learning to segment breast and fibroglandular tissue in MRI volumes.
Mehmet Ufuk Dalmış, Geert Litjens, Katharina Holland, Arnaud Setio, Ritse Mann

Med Phys· February 2017

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Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks.
Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Geert Litjens, Paul Gerke, Colin Jacobs

IEEE Trans Med Imaging· May 2016

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Automatic detection of large pulmonary solid nodules in thoracic CT images.
Arnaud A A Setio, Colin Jacobs, Jaap Gelderblom, Bram van Ginneken

Med Phys· October 2015

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