Publications by authors named "Nikolas Lessmann"

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VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Anjany Sekuboyina, Malek E Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukačka, Christian Payer, Darko Štern

Med Image Anal· October 2021

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Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence.
Nikolas Lessmann, Clara I Sánchez, Ludo Beenen, Luuk H Boulogne, Monique Brink, Erdi Calli, Jean-Paul Charbonnier, Ton Dofferhoff, Wouter M van Everdingen, Paul K Gerke

Radiology· January 2021

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AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.
Jasper W van der Graaf, Liron Brundel, Miranda L van Hooff, Marinus de Kleuver, Nikolas Lessmann

Eur Radiol· April 2025

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Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI.
Jasper W van der Graaf, Miranda L van Hooff, Bram van Ginneken, Merel Huisman, Matthieu Rutten, Nikolas Lessmann

Eur Radiol· September 2024

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Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow.
Alessa Hering, Max Westphal, Annika Gerken, Haidara Almansour, Michael Maurer, Nikolas Lessmann

Int J Comput Assist Radiol Surg· September 2024

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Lumbar spine segmentation in MR images: a dataset and a public benchmark.
Jasper W van der Graaf, Miranda L van Hooff, Constantinus F M Buckens, Matthieu Rutten, Job L C van Susante, Nikolas Lessmann

Sci Data· March 2024

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The effect of deep learning-based lesion segmentation on failure load calculations of metastatic femurs using finite element analysis.
Ali Ataei, Florieke Eggermont, Nico Verdonschot, Nikolas Lessmann, Esther Tanck

Bone· February 2024

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MRI image features with an evident relation to low back pain: a narrative review.
Jasper W van der Graaf, Robert Jan Kroeze, Constantinus F M Buckens, Nikolas Lessmann, Miranda L van Hooff

Eur Spine J· May 2023

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Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
Alessa Hering, Lasse Hansen, Tony C W Mok, Albert C S Chung, Hanna Siebert, Nikolas Lessmann

IEEE Trans Med Imaging· March 2023

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Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation.
Julia M H Noothout, Nikolas Lessmann, Matthijs C van Eede, Louis D van Harten, Ecem Sogancioglu

J Med Imaging (Bellingham)· September 2022

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Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation.
Zhiwei Zhai, Sanne G M van Velzen, Nikolas Lessmann, Nils Planken, Tim Leiner

Front Cardiovasc Med· September 2022

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Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility.
Anton Schreuder, Colin Jacobs, Nikolas Lessmann, Mireille J M Broeders, Mario Silva

Eur Respir J· May 2022

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Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison.
Coen de Vente, Luuk H Boulogne, Kiran Vaidhya Venkadesh, Cheryl Sital, Nikolas Lessmann

IEEE Trans Artif Intell· April 2022

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Automatic Brand Identification of Orthopedic Implants from Radiographs: Ready for the Next Step?
Merel Huisman, Nikolas Lessmann

Radiol Artif Intell· March 2022

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Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening.
Anton Schreuder, Colin Jacobs, Nikolas Lessmann, Mireille J M Broeders, Mario Silva

Eur Respir J· September 2021

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High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome.
Mirthe Dekker, Farahnaz Waissi, Max J M Silvis, Joelle V Bennekom, Arjan H Schoneveld, Nikolas Lessmann

Sci Rep· September 2021

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CNN-based lung CT registration with multiple anatomical constraints.
Alessa Hering, Stephanie Häger, Jan Moltz, Nikolas Lessmann, Stefan Heldmann

Med Image Anal· August 2021

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Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer.
Roxanne Gal, Sanne G M van Velzen, Maartje J Hooning, Marleen J Emaus, Femke van der Leij, Nikolas Lessmann

JAMA Oncol· July 2021

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Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2.
Jonas W Bartstra, Fieke Draaisma, Sabine R Zwakenberg, Nikolas Lessmann, Jelmer M Wolterink

Eur J Nutr· April 2021

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Deep Learning-Quantified Calcium Scores for Automatic Cardiovascular Mortality Prediction at Lung Screening Low-Dose CT.
Bob D de Vos, Nikolas Lessmann, Pim A de Jong, Ivana Išgum

Radiol Cardiothorac Imaging· April 2021

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The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population.
Csilla Celeng, Richard A P Takx, Nikolas Lessmann, Pál Maurovich-Horvat, Tim Leiner

J Thorac Imaging· May 2020

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Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols.
Sanne G M van Velzen, Nikolas Lessmann, Birgitta K Velthuis, Ingrid E M Bank, Desiree H J G van den Bongard

Radiology· April 2020

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Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease.
Cilie C van 't Klooster, Hendrik M Nathoe, J Hjortnaes, Michiel L Bots, Ivana Isgum, Nikolas Lessmann

Int J Cardiol Heart Vasc· April 2020

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Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease.
Mirthe Dekker, Farahnaz Waissi, Ingrid E M Bank, Nikolas Lessmann, Ivana Išgum

Int J Cardiol Heart Vasc· February 2020

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Bragatston study protocol: a multicentre cohort study on automated quantification of cardiovascular calcifications on radiotherapy planning CT scans for cardiovascular risk prediction in patients with breast cancer.
Marleen J Emaus, Ivana Išgum, Sanne G M van Velzen, H J G Desirée van den Bongard, Sofie A M Gernaat, Nikolas Lessmann

BMJ Open· July 2019

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