Publications of Sil van de Leemput

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2020

Papers in international journals

  • S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing. "Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-contrast CT from Spatiotemporal 4D CT", IEEE Transactions on Medical Imaging, 2020. Abstract/PDF DOI PMID

2019

Papers in international journals

  • S. van de Leemput, M. Meijs, A. Patel, F. Meijer, B. van Ginneken and R. Manniesing. "Multiclass Brain Tissue Segmentation in 4D CT using Convolutional Neural Networks", IEEE Access, 2019. Abstract/PDF DOI
  • S. van de Leemput, J. Teuwen, B. van Ginneken and R. Manniesing. "MemCNN: A Python/PyTorch package for creating memory-efficient invertible neural networks", Journal of Open Source Software, 2019. Abstract/PDF DOI
  • A. Patel, S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing. "Image Level Training and Prediction: Intracranial Hemorrhage Identification in 3D Non-Contrast CT", IEEE Access, 2019. Abstract/PDF DOI

2018

Papers in conference proceedings

  • S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing. "Stacked Bidirectional Convolutional LSTMs for 3D Non-contrast CT Reconstruction from Spatiotemporal 4D CT", Medical Imaging with Deep Learning, 2018. Abstract/PDF
  • S. van de Leemput, A. Patel and R. Manniesing. "Full Volumetric Brain Tissue Segmentation in Non-contrast CT using Memory Efficient Convolutional LSTMs", Medical Imaging meets NeurIPS, 2018. Abstract/PDF
  • S. van de Leemput, J. Teuwen and R. Manniesing. "MemCNN: a Framework for Developing Memory Efficient Deep Invertible Networks", International Conference on Learning Representations, 2018. Abstract/PDF

Abstracts

  • M. Meijs, A. Patel, S. van de Leemput, B. van Ginneken, M. Prokop and R. Manniesing. "Fast, Robust and Accurate Segmentation of the Complete Cerebral Vasculature in 4D-CTA using Deep Learning", Annual Meeting of the Radiological Society of North America, 2018. Abstract/PDF

2017

Papers in international journals

  • M. Meijs, A. Patel, S. van de Leemput, M. Prokop, E. van Dijk, F. de Leeuw, F. Meijer, B. van Ginneken and R. Manniesing. "Robust Segmentation of the Full Cerebral Vasculature in 4D CT Images of Suspected Stroke Patients", Nature Scientific Reports, 2017. Abstract/PDF DOI PMID

Papers in conference proceedings

  • A. Patel, S. van de Leemput, M. Prokop, B. van Ginneken and R. Manniesing. "Automatic Cerebrospinal Fluid Segmentation in Non-Contrast CT Images Using a 3D Convolutional Network", Medical Imaging, 2017. Abstract/PDF DOI

Abstracts

  • S. van de Leemput, F. Meijer, M. Prokop and R. Manniesing. "Cerebral white matter, gray matter and cerebrospinal fluid segmentation in CT using VCAST: a volumetric cluster annotation and segmentation tool", European Congress of Radiology, 2017. Abstract

2016

Abstracts

  • R. Manniesing, S. van de Leemput, M. Prokop and B. van Ginneken. "White Matter and Gray Matter Segmentation in 4D CT Images of Acute Ischemic Stroke Patients: a Feasibility Study", Annual Meeting of the Radiological Society of North America, 2016. Abstract

2015

Papers in conference proceedings

  • S. van de Leemput, F. Dorssers and B. Ehteshami Bejnordi. "A novel spherical shell filter for reducing false positives in automatic detection of pulmonary nodules in thoracic CT scans", Medical Imaging, 2015. Abstract/PDF DOI