
Deep Learning in Medical Image Analysis
Description
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Delivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the field
Presents key principles by implementing algorithms from scratch and using simple MATLAB (R)/Octave scripts with image data
Provides an overview of the physics of medical image processing alongside discussing image formats and data storage, intensity transforms, filtering of images and applications of the Fourier transform, three-dimensional spatial transforms, volume rendering, image registration, and tomographic reconstruction
Highlights the new potential applications of machine learning techniques to the solution of important problems in biomedical image applications
This book is for students, scholars, and professionals of biomedical technology and healthcare data analytics.
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Persons
Dr. T. Ganesh Kumar works as an Associate Professor at the School of Computing Science and Engineering at Galgotias University, Greater Noida, Delhi NCR. He received an ME degree in Computer Science and Engineering from Manonmaniam Sundaranar University, Tamilnadu, India. He completed his full-time PhD degree in Computer Science and Engineering at Manonmaniam Sundaranar University. He received the JRF and SRF during the full-time PhD period. He was a Co-Investigator for two government of India-sponsored funded projects. He has published many reputed international SCI and Scopus-indexed journals and conferences. He is a reviewer of many reputed journals. He has published sixteen patents and one granted design patent in India. He is an Academic Editor in the PlosOne SCIE-indexed journal. He has done the NAAC and NBA accreditation process as a criteria coordinator for the Galgotias University.
Dr. D. Murugan works as a Professor in the Department of Computer Science and Engineering, at Manonmaniam Sundaranar University, Tirunelveli, Tamilnadu. He has more than 25 years of experience in teaching and research. He was a Principal Investigator for two government of India-sponsored funded projects. He has published more than 100 reputed international SCI and Scopus-indexed journals and conferences. He has produced more than 20 doctorates under his PhD guidance. He is an Editor and reviewer of many reputed journals. He was a Syndicate member, Interview Committee member, and Inspection Committee for the affiliated colleges of Manonmaniam Sundaranar University. He visited Singapore, Malaysia, and Dubai for academic contributions.
Dr. Sherimon P.C. is currently working at the Faculty of Computer Studies, Arab Open University (AOU), Oman. He has 21 years of teaching experience in different institutions. He started his career as a Software Engineer and later joined Mahatma Gandhi University, India. In 2004, he joined the Higher College of Technology and worked as the Head of Section in the IT Department. He joined AOU in 2010. He holds two Master's Degree, in Computer Science and Information Technology and a Ph.D. Degree in Computer Science. He won the first National Research award from TRC, Oman in Information and Communication Technology sector. He has published around 42 research papers in Springer, ACM, etc. He has presented papers at various International Conferences in the US, UK, Russia, China, Malaysia, India, Kuwait, Jordan, Ajman, and Oman. He worked as Chairman and Scientific committee member in various conferences. He has also delivered Keynote addresses at various conferences. He serves as the reviewer of TRC and other International Journals.
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