Publications of Nikolas Lessmann

Accepted or to appear

Papers in international journals

  1. N. Lessmann, P.A. de Jong, C. Celeng, R.A.P. Takx, M.A. Viergever, B. van Ginneken and I. Išgum. "Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers", JACC Cardiovascular Imaging. Abstract/PDF DOI PMID


2019

Papers in international journals

  1. N. Lessmann, B. van Ginneken, P.A. de Jong and I. Išgum. "Iterative fully convolutional neural networks for automatic vertebra segmentation and identification", Medical Image Analysis 2019;53:142-155. Abstract/PDF DOI arXiv PMID


2018

Papers in international journals

  1. N. Lessmann, B. van Ginneken, M. Zreik, P.A. de Jong, B.D. de Vos, M.A. Viergever and I. Išgum. "Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions", IEEE Transactions on Medical Imaging 2018;37(2):615-625. Abstract/PDF DOI arXiv PMID


Papers in conference proceedings

  1. N. Lessmann, B. van Ginneken and I. Išgum. "Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images", in: Medical Imaging, volume 10574 of Proceedings of the SPIE, 2018. Abstract/PDF DOI

  2. N. Lessmann, B. van Ginneken, P.A. de Jong and I. Išgum. "Iterative fully convolutional neural networks for automatic vertebra segmentation", in: Medical Imaging with Deep Learning, 2018. Abstract arXiv


Abstracts

  1. A. Schreuder, C. Jacobs, N. Lessmann, E.T. Scholten, I. Isgum, M. Prokop, C.M. Schaefer-Prokop and B. van Ginneken. "Improved Lung Cancer and Mortality Prediction Accuracy Using Survival Models Based on Semi-Automatic CT Image Measurements", in: World Conference on Lung Cancer, 2018. Abstract


2017

Papers in international journals

  1. E. Pompe, P.A. de Jong, D.A. Lynch, N. Lessmann, I. Išgum, B. van Ginneken, J.-W. Lammers and F.A. Mohamed Hoesein. "Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial", European Respiratory Journal 2017;49:1601814. Abstract/PDF DOI PMID


2016

Papers in conference proceedings

  1. N. Lessmann, I. Išgum, A.A. Setio, B.D. de Vos, F. Ciompi, P.A. de Jong, M. Oudkerk, W.P.T.M. Mali, M.A. Viergever and B. van Ginneken. "Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT", in: Medical Imaging, volume 9785 of Proceedings of the SPIE, 2016, pages 978511-1 - 978511-6. Abstract/PDF DOI