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N. Lessmann · SciRah

Researcher profile · Semantic Scholar

N. Lessmann

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N. Lessmann — researcher profile on SciRah

h-index: 23
Works: 59
Citations: 2,874

Most-cited papers

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
A. Sekuboyina, Malek El Husseini, Amirhossein Bayat, M. Löffler +65 more
2020Medical Image Anal.407 citations Open access
Semantic Scholar
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning
A. Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung +49 more
2021IEEE Transactions on Medical Imaging313 citations Open access
Semantic Scholar
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification
N. Lessmann, B. van Ginneken, Pim A. de Jong, I. Išgum
2018Medical Image Anal.265 citations Open access
Semantic Scholar
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions
N. Lessmann, B. van Ginneken, M. Zreik, Pim A. de Jong +3 more
2017IEEE Transactions on Medical Imaging223 citations Open access
Semantic Scholar
Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols.
Sanne G M van Velzen, N. Lessmann, B. Velthuis, I. Bank +10 more
2020Radiology212 citations Open access
Semantic Scholar
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
M. Zreik, N. Lessmann, R. V. van Hamersvelt, J. Wolterink +4 more
2017Medical Image Anal.200 citations Open access
Semantic Scholar
Lumbar spine segmentation in MR images: a dataset and a public benchmark
J. W. van der Graaf, M. van Hooff, C. Buckens, M. Rutten +5 more
2023Scientific Data123 citations Open access
Semantic Scholar
Automatic brain tissue segmentation in fetal MRI using convolutional neural networks
Nadieh Khalili, N. Lessmann, Elise Turk, N. Claessens +5 more
2019Magnetic Resonance Imaging119 citations Open access
Semantic Scholar
Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence
N. Lessmann, C. I. Sánchez, L. Beenen, L. Boulogne +38 more
2020Radiology117 citations Open access
Semantic Scholar
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
B. D. de Vos, J. Wolterink, T. Leiner, Pim A. de Jong +2 more
2019IEEE Transactions on Medical Imaging105 citations Open access
Semantic Scholar
CNN-based lung CT registration with multiple anatomical constraints
A. Hering, Stephanie Häger, J. Moltz, N. Lessmann +2 more
2020Medical Image Anal.87 citations Open access
Semantic Scholar
Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer.
R. Gal, Sanne G M van Velzen, M. Hooning, M. Emaus +18 more
2021JAMA Oncology74 citations Open access
Semantic Scholar
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT
N. Lessmann, I. Išgum, A. Setio, B. D. de Vos +6 more
2016SPIE Medical Imaging54 citations Open access
Semantic Scholar
Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers.
N. Lessmann, Pim A. de Jong, C. Celeng, R. Takx +3 more
2019JACC Cardiovascular Imaging42 citations Open access
Semantic Scholar
Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images
N. Lessmann, B. van Ginneken, I. Išgum
2018Medical Imaging41 citations Open access
Semantic Scholar
Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation
Julia M. H. Noothout, N. Lessmann, M. V. van Eede, L. van Harten +5 more
2022Journal of Medical Imaging40 citations Open access
Semantic Scholar
MRI image features with an evident relation to low back pain: a narrative review
Jasper W. Graaf, R. Kroeze, C. Buckens, N. Lessmann +1 more
2023European spine journal36 citations Open access
Semantic Scholar
Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients.
S. Gernaat, S. V. van Velzen, V. Koh, M. Emaus +9 more
2018Radiotherapy and Oncology36 citations Open access
Semantic Scholar
VerSe: A Vertebrae Labelling and Segmentation Benchmark
A. Sekuboyina, Amirhossein Bayat, M. Husseini, M. Löffler +26 more
202034 citations
Semantic Scholar
Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2
J. Bartstra, F. Draaisma, Sabine R. Zwakenberg, N. Lessmann +4 more
2020European Journal of Nutrition33 citations Open access
Semantic Scholar
Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial
E. Pompe, Pim A. de Jong, D. Lynch, N. Lessmann +4 more
2017European Respiratory Journal31 citations Open access
Semantic Scholar
Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images
Jurica Šprem, B. D. de Vos, N. Lessmann, R. V. van Hamersvelt +5 more
2018PLoS ONE27 citations Open access
Semantic Scholar
Deep Learning-Quantified Calcium Scores for Automatic Cardiovascular Mortality Prediction at Lung Screening Low-Dose CT.
B. D. de Vos, N. Lessmann, Pim A. de Jong, I. Išgum
2021Radiology: Cardiothoracic Imaging24 citations Open access
Semantic Scholar
Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow
A. Hering, Max Westphal, Annika Gerken, Haidara Almansour +12 more
2024International Journal of Computer Assisted Radiology and Surgery20 citations Open access
Semantic Scholar
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
M. Emaus, I. Išgum, Sanne G M van Velzen, H. D. van den Bongard +8 more
2019BMJ Open20 citations Open access
Semantic Scholar
Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning
S. V. van Velzen, M. Zreik, N. Lessmann, M. Viergever +3 more
2018Image Processing19 citations Open access
Semantic Scholar
High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome
Mirthe Dekker, F. Waissi, M. Silvis, J. V. Bennekom +9 more
2021Scientific Reports16 citations Open access
Semantic Scholar
Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease
Mirthe Dekker, F. Waissi, I. Bank, N. Lessmann +8 more
2019International Journal of Cardiology: Heart & Vasculature16 citations Open access
Semantic Scholar
Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study
Coen de Vente, L. Boulogne, K. V. Venkadesh, Cheryl Sital +4 more
2020arXiv.org14 citations
Semantic Scholar
Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening
Anton Schreuder, C. Jacobs, N. Lessmann, M. Broeders +8 more
2021European Respiratory Journal13 citations Open access
Semantic Scholar
Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI
J. W. van der Graaf, M. van Hooff, B. van Ginneken, Merel Huisman +4 more
2024European Radiology12 citations Open access
Semantic Scholar
The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population
C. Celeng, R. Takx, N. Lessmann, P. Maurovich-Horvát +3 more
2019Journal of thoracic imaging12 citations Open access
Semantic Scholar
Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography
Jurica Šprem, B. D. de Vos, N. Lessmann, Pim A. de Jong +2 more
2018Journal of Medical Imaging12 citations Open access
Semantic Scholar
The effect of deep learning-based lesion segmentation on failure load calculations of metastatic femurs using finite element analysis.
Alireza Ataei, F. Eggermont, N. Verdonschot, N. Lessmann +1 more
2023Bone10 citations Open access
Semantic Scholar
Automatic segmentation and labelling of wrist bones in four-dimensional computed tomography datasets via deep learning
E. Teule, N. Lessmann, E. V. D. van der Heijden, S. Hummelink
2023Journal of Hand Surgery (European Volume)10 citations Open access
Semantic Scholar
Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison
Coen de Vente, L. Boulogne, K. V. Venkadesh, Cheryl Sital +4 more
2021IEEE Transactions on Artificial Intelligence10 citations Open access
Semantic Scholar
Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility
Anton Schreuder, C. Jacobs, N. Lessmann, M. Broeders +9 more
2021European Respiratory Journal9 citations Open access
Semantic Scholar
Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease
C. C. van 't Klooster, H. Nathoe, J. Hjortnaes, M. Bots +5 more
2020International Journal of Cardiology: Heart & Vasculature9 citations Open access
Semantic Scholar
Iterative fully convolutional neural networks for automatic vertebra segmentation
N. Lessmann, B. van Ginneken, Pim A. de Jong, I. Išgum
2018arXiv.org9 citations
Semantic Scholar
AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images
J. W. van der Graaf, Liron Brundel, M. van Hooff, M. de Kleuver +6 more
2024European Radiology8 citations Open access
Semantic Scholar
Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation
Z. Zhai, Sanne G M van Velzen, N. Lessmann, N. Planken +2 more
2022Frontiers in Cardiovascular Medicine7 citations Open access
Semantic Scholar
Kidney abnormality segmentation in thorax-abdomen CT scans
G. Mamani, N. Lessmann, E. Scholten, M. Prokop +2 more
2023arXiv.org5 citations Open access
Semantic Scholar
Transfer learning from a sparsely annotated dataset of 3D medical images
Gabriel Efrain Humpire-Mamani, C. Jacobs, M. Prokop, B. van Ginneken +1 more
2023arXiv.org3 citations
Semantic Scholar
Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentation
J. W. van der Graaf, M. van Hooff, C. Buckens, N. Lessmann
2022Medical Imaging3 citations
Semantic Scholar
Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy
N. Lessmann, D. Drömann, A. Schlaefer
2014International Journal of Computer Assisted Radiology and Surgery3 citations
Semantic Scholar
Constraining Volume Change in Learned Image Registration for Lung CTs
A. Hering, Stephanie Häger, J. Moltz, N. Lessmann +2 more
2020arXiv.org2 citations
Semantic Scholar
The risk of cardiovascular disease in irradiated breast cancer patients: The role of cardiac calcifications and adjuvant treatment
R. Gal, S. V. van Velzen, M. Emaus, D. H. van den Bongard +13 more
20201 citations Open access
Semantic Scholar
Random smooth gray value transformations for cross modality learning with gray value invariant networks
N. Lessmann, B. van Ginneken
2020arXiv.org1 citations
Semantic Scholar
Vertebra partitioning with thin-plate spline surfaces steered by a convolutional neural network
N. Lessmann, J. Wolterink, M. Zreik, M. Viergever +2 more
20191 citations
Semantic Scholar
Direct and Real-Time Cardiovascular Risk Prediction
B. D. Vos, N. Lessmann, Pim A. Jong, M. Viergever +1 more
2017arXiv.org1 citations
Semantic Scholar

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