Publications of Ajay Patel

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2019

Papers in international journals

  1. 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
  2. A. Patel, F. Schreuder, C. Klijn, M. Prokop, B. van Ginneken, H. Marquering, Y. Roos, M. Baharoglu, F. Meijer and R. Manniesing. "Intracerebral haemorrhage segmentation in non-contrast CT", Nature Scientific Reports, 2019. Abstract/PDF DOI PMID
  3. 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

2018

Papers in conference proceedings

  1. A. Patel and R. Manniesing. "A convolutional neural network for intracranial hemorrhage detection in non-contrast CT", Medical Imaging, 2018. Abstract/PDF DOI
  2. 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

Abstracts

  1. 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

  1. A. Patel, B. van Ginneken, F. Meijer, E. van Dijk, M. Prokop and R. Manniesing. "Robust Cranial Cavity Segmentation in CT and CT Perfusion Images of Trauma and Suspected Stroke Patients", Medical Image Analysis, 2017. Abstract/PDF DOI PMID
  2. 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

  1. 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

  1. A. Patel, F. Meijer, M. Prokop, B. van Ginneken and R. Manniesing. "Robust segmentation of the cranial cavity in non-contrast CT and CT perfusion of the brain", European Congress of Radiology, 2017. Abstract

2016

Papers in international journals

  1. E. Lens, A. Kotte, A. Patel, H. Heerkens, M. Bal, G. van Tienhoven, A. Bel, A. van der Horst and G. Meijer. "Probabilistic treatment planning for pancreatic cancer treatment: prospective incorporation of respiratory motion shows only limited dosimetric benefit", Acta Oncologica, 2016. Abstract/PDF DOI PMID