Book Chapters

  • El Naqa I. and Yang Y.,” Techniques in the detection of microcalcification (MC) clusters in digital mammograms”, in Medical Imaging Systems: Technology and Applications, C. Edited by T. Leondes, World Scientific Publishing Co. Pte. Ltd, Vol.4, Chapter 2, pp. 15-36, 2005.
  • Deasy JO, El Naqa I., "Image-based Modeling of Normal Tissue Complication Probability for Radiation Therapy," in Radiation Oncology Advances. Edited by Soren Bentzen, Minesh Mehta, Paul Harari, and Wolfgang Tome. Springer, Section III, Chapter 11, pp. 211-244, 2007.
  • El Naqa I., Wei L., and Yang Y. “Content-Based Image Retrieval for Digital Mammography,” in Ubiquitous Health and Medical Informatics: The Ubiquity 2.0 Trend and Beyond, Edited by Sabah Mohammed and Dr. Jinan Fiaidhi. IGI Global, Hershey, PA, 2010.
  • El Naqa I., Craft JM., Oh JH., Deasy JO, “Biomarkers for Early Radiation Response for Adaptive Radiation Therapy,” Adaptive Radiation Therapy (X. Allen Li, Editor). Taylor & Francis, Chapter 4, pp. 53-68, 2011.
  • El Naqa I., “Level Sets for Radiation Therapy Planning,” Image Processing in Radiotherapy Applications (K. Brock, Editor). Taylor & Francis, 2013
  • El Naqa I., Oh J., Yang Y., “Relevance feedback as new tool for computer-aided diagnosis in image databases,” Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis (K. Suzuki, Editor). IGI Global, Hershey, pp. 86-106, 2012.
  • El Naqa I, Yang, “The Role of Content-Based Image Retrieval in Mammography CAD,” Computational Intelligence in Biomedical Imaging, (K. Suzuki, Editor). Springer-Verlag, 2013.
  • El Naqa I., “ Outcome modeling”, Informatics In Radiation Oncology, Editors (Bruce H Curran, George Starkschall, R Alfredo C Siochi), Taylor & Francis, 2013.
  • El Naqa I., Multimodality imaging for tumor volume definition in radiation oncology. Editor: Jinshan Tang, SPIE Publishing, 2013
  • El Naqa I., “The Role of Big Data in Radiation Oncology: Challenges and Potentials,” Big Data Analytics in Bioinformatics and Healthcare. Editor (Elizabeth Wang), IGI Global, Hershey, 2014, in press.
  • Robert Vincent, Issam El Naqa, Norma Ybarra, Joelle Pineau, “Practical reinforcement learning in dynamic treatment regimes Dynamic Treatment Regimes edited by Erica Moodie, under processing
  • El Naqa I., Image processing and analysis in hybrid PET Imaging, Basic Sciences of PET imaging. Editor (Magdy Khalil). Springer, 2015, under processing.