Search Results - "Boulogne, Luuk H."

Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence by Lessmann, Nikolas, Sánchez, Clara I, Beenen, Ludo, Boulogne, Luuk H, Brink, Monique, Calli, Erdi, Charbonnier, Jean-Paul, Dofferhoff, Ton, van Everdingen, Wouter M, Gerke, Paul K, Geurts, Bram, Gietema, Hester A, Groeneveld, Miriam, van Harten, Louis, Hendrix, Nils, Hendrix, Ward, Huisman, Henkjan J, Išgum, Ivana, Jacobs, Colin, Kluge, Ruben, Kok, Michel, Krdzalic, Jasenko, Lassen-Schmidt, Bianca, van Leeuwen, Kicky, Meakin, James, Overkamp, Mike, van Rees Vellinga, Tjalco, van Rikxoort, Eva M, Samperna, Riccardo, Schaefer-Prokop, Cornelia, Schalekamp, Steven, Scholten, Ernst Th, Sital, Cheryl, Stöger, J Lauran, Teuwen, Jonas, Venkadesh, Kiran Vaidhya, de Vente, Coen, Vermaat, Marieke, Xie, Weiyi, de Wilde, Bram, Prokop, Mathias, van Ginneken, Bram

“…Background The coronavirus disease 2019 (COVID-19) pandemic has spread across the globe with alarming speed, morbidity, and mortality. Immediate triage of…”
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Automated estimation of total lung volume using chest radiographs and deep learning by Sogancioglu, Ecem, Murphy, Keelin, Th.Scholten, Ernst, Boulogne, Luuk H., Prokop, Mathias, Ginneken, Bram

“…Background Total lung volume is an important quantitative biomarker and is used for the assessment of restrictive lung diseases. Purpose In this study, we…”
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Estimating lung function from computed tomography at the patient and lobe level using machine learning by Boulogne, Luuk H., Charbonnier, Jean‐Paul, Jacobs, Colin, van der Heijden, Erik H. F. M., van Ginneken, Bram

“…Background Automated estimation of Pulmonary function test (PFT) results from Computed Tomography (CT) could advance the use of CT in screening, diagnosis, and…”
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Performance of neural networks for localizing moving objects with an artificial lateral line by Boulogne, Luuk H, Wolf, Ben J, Wiering, Marco A, van Netten, Sietse M

“…Fish are able to sense water flow velocities relative to their body with their mechanoreceptive lateral line organ. This organ consists of an array of flow…”
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The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data by Boulogne, Luuk H., Lorenz, Julian, Kienzle, Daniel, Schön, Robin, Ludwig, Katja, Lienhart, Rainer, Jégou, Simon, Li, Guang, Chen, Cong, Wang, Qi, Shi, Derik, Maniparambil, Mayug, Müller, Dominik, Mertes, Silvan, Schröter, Niklas, Hellmann, Fabio, Elia, Miriam, Dirks, Ine, Bossa, Matías Nicolás, Berenguer, Abel Díaz, Mukherjee, Tanmoy, Vandemeulebroucke, Jef, Sahli, Hichem, Deligiannis, Nikos, Gonidakis, Panagiotis, Huynh, Ngoc Dung, Razzak, Imran, Bouadjenek, Reda, Verdicchio, Mario, Borrelli, Pasquale, Aiello, Marco, Meakin, James A., Lemm, Alexander, Russ, Christoph, Ionasec, Razvan, Paragios, Nikos, van Ginneken, Bram, Revel, Marie-Pierre

“…Challenges drive the state-of-the-art of automated medical image analysis. The quantity of public training data that they provide can limit the performance of…”
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Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison by Vente, Coen de, Boulogne, Luuk H., Venkadesh, Kiran Vaidhya, Sital, Cheryl, Lessmann, Nikolas, Jacobs, Colin, Sanchez, Clara I., Ginneken, Bram van

“…Amidst the ongoing pandemic, the assessment of computed tomography (CT) images for COVID-19 presence can exceed the workload capacity of radiologists. Several…”
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Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence by Lessmann, Nikolas, Sánchez, Clara I., Beenen, Ludo, Boulogne, Luuk H., Brink, Monique, Calli, Erdi, Charbonnier, Jean-Paul, Dofferhoff, Ton, van Everdingen, Wouter M., Gerke, Paul K., Geurts, Bram, Gietema, Hester A., Groeneveld, Miriam, van Harten, Louis, Hendrix, Nils, Hendrix, Ward, Huisman, Henkjan J., Išgum, Ivana, Jacobs, Colin, Kluge, Ruben, Kok, Michel, Krdzalic, Jasenko, Lassen-Schmidt, Bianca, van Leeuwen, Kicky, Meakin, James, Overkamp, Mike, van Rees Vellinga, Tjalco, van Rikxoort, Eva M., Samperna, Riccardo, Schaefer-Prokop, Cornelia, Schalekamp, Steven, Scholten, Ernst Th, Sital, Cheryl, Stöger, Lauran, Teuwen, Jonas, Vaidhya Venkadesh, Kiran, de Vente, Coen, Vermaat, Marieke, Xie, Weiyi, de Wilde, Bram, Prokop, Mathias, van Ginneken, Bram

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Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning by Sogancioglu, Ecem, Murphy, Keelin, Scholten, Ernst Th, Boulogne, Luuk H, Prokop, Mathias, van Ginneken, Bram

“…Total lung volume is an important quantitative biomarker and is used for the assessment of restrictive lung diseases. In this study, we investigate the…”
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Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study by de Vente, Coen, Boulogne, Luuk H, Venkadesh, Kiran Vaidhya, Sital, Cheryl, Lessmann, Nikolas, Jacobs, Colin, Sánchez, Clara I, van Ginneken, Bram

“…Amidst the ongoing pandemic, several studies have shown that COVID-19 classification and grading using computed tomography (CT) images can be automated with…”
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The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data by Boulogne, Luuk H, Lorenz, Julian, Kienzle, Daniel, Schon, Robin, Ludwig, Katja, Lienhart, Rainer, Jegou, Simon, Li, Guang, Chen, Cong, Wang, Qi, Shi, Derik, Maniparambil, Mayug, Muller, Dominik, Mertes, Silvan, Schroter, Niklas, Hellmann, Fabio, Elia, Miriam, Dirks, Ine, Bossa, Matias Nicolas, Berenguer, Abel Diaz, Mukherjee, Tanmoy, Vandemeulebroucke, Jef, Sahli, Hichem, Deligiannis, Nikos, Gonidakis, Panagiotis, Huynh, Ngoc Dung, Razzak, Imran, Bouadjenek, Reda, Verdicchio, Mario, Borrelli, Pasquale, Aiello, Marco, Meakin, James A, Lemm, Alexander, Russ, Christoph, Ionasec, Razvan, Paragios, Nikos, van Ginneken, Bram, Dubois, Marie-Pierre Revel

“…Challenges drive the state-of-the-art of automated medical image analysis. The quantity of public training data that they provide can limit the performance of…”
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