Author: Colin Jacobs
Publisher:
ISBN: 9781537038582
Category :
Languages : en
Pages : 90
Book Description
The proceedings of the Sixth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2016 meeting in Athens, Greece, on October 21, 2016
The Sixth International Workshop on Pulmonary Image Analysis
Author: Colin Jacobs
Publisher:
ISBN: 9781537038582
Category :
Languages : en
Pages : 90
Book Description
The proceedings of the Sixth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2016 meeting in Athens, Greece, on October 21, 2016
Publisher:
ISBN: 9781537038582
Category :
Languages : en
Pages : 90
Book Description
The proceedings of the Sixth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2016 meeting in Athens, Greece, on October 21, 2016
The First International Workshop on Pulmonary Image Analysis
Author:
Publisher: Lulu.com
ISBN: 1435759524
Category : Computers
Languages : en
Pages : 318
Book Description
Proceedings of the First International Workshop on Pulmonary Image Analysis, held on September 6, 2008 in New York as part of the MICCAI workshop program.
Publisher: Lulu.com
ISBN: 1435759524
Category : Computers
Languages : en
Pages : 318
Book Description
Proceedings of the First International Workshop on Pulmonary Image Analysis, held on September 6, 2008 in New York as part of the MICCAI workshop program.
The Second International Workshop on Pulmonary Image Analysis
Author: Matthew Brown
Publisher:
ISBN: 9781448680894
Category :
Languages : en
Pages : 410
Book Description
The proceedings of the Second International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2009 meeting in London, UK, on September 20, 2009
Publisher:
ISBN: 9781448680894
Category :
Languages : en
Pages : 410
Book Description
The proceedings of the Second International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2009 meeting in London, UK, on September 20, 2009
The Fifth International Workshop on Pulmonary Image Analysis
Author: Reinhard Beichel
Publisher:
ISBN: 9781492186977
Category :
Languages : en
Pages : 160
Book Description
The proceedings of the Fifth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2013 meeting in Nagoya, Japan, on September 26, 2013
Publisher:
ISBN: 9781492186977
Category :
Languages : en
Pages : 160
Book Description
The proceedings of the Fifth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2013 meeting in Nagoya, Japan, on September 26, 2013
The Fourth International Workshop on Pulmonary Image Analysis
Author: Reinhard Beichel
Publisher:
ISBN: 9781466200166
Category :
Languages : en
Pages : 270
Book Description
The proceedings of the Fourth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2011 meeting in Toronto, Canada, on September 18, 2011
Publisher:
ISBN: 9781466200166
Category :
Languages : en
Pages : 270
Book Description
The proceedings of the Fourth International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2011 meeting in Toronto, Canada, on September 18, 2011
The Third International Workshop on Pulmonary Image Analysis
Author: Matthew Brown
Publisher:
ISBN: 9781453776001
Category :
Languages : en
Pages : 170
Book Description
The proceedings of the Third International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2010 meeting in Beijing, China, on September 20, 2010
Publisher:
ISBN: 9781453776001
Category :
Languages : en
Pages : 170
Book Description
The proceedings of the Third International Workshop on Pulmonary Image Analysis, held in conjunction with the MICCAI 2010 meeting in Beijing, China, on September 20, 2010
Thoracic Image Analysis
Author: Jens Petersen
Publisher: Springer
ISBN: 9783030624682
Category : Computers
Languages : en
Pages : 166
Book Description
This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic. The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.
Publisher: Springer
ISBN: 9783030624682
Category : Computers
Languages : en
Pages : 166
Book Description
This book constitutes the proceedings of the Second International Workshop on Thoracic Image Analysis, TIA 2020, held in Lima, Peru, in October 2020. Due to COVID-19 pandemic the conference was held virtually. COVID-19 infection has brought a lot of attention to lung imaging and the role of CT imaging in the diagnostic workflow of COVID-19 suspects is an important topic. The 14 full papers presented deal with all aspects of image analysis of thoracic data, including: image acquisition and reconstruction, segmentation, registration, quantification, visualization, validation, population-based modeling, biophysical modeling (computational anatomy), deep learning, image analysis in small animals, outcome-based research and novel infectious disease applications.
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics
Author: M. Jorge Cardoso
Publisher: Springer
ISBN: 331967675X
Category : Computers
Languages : en
Pages : 262
Book Description
This book constitutes the refereed joint proceedings of the First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017, the 6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017, and the Third International Workshop on Imaging Genetics, MICGen 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 7 full papers presented at GRAIL 2017, the 10 full papers presented at MFCA 2017, and the 5 full papers presented at MICGen 2017 were carefully reviewed and selected. The GRAIL papers cover a wide range of graph based medical image analysis methods and applications, including probabilistic graphical models, neuroimaging using graph representations, machine learning for diagnosis prediction, and shape modeling. The MFCA papers deal with theoretical developments in non-linear image and surface registration in the context of computational anatomy. The MICGen papers cover topics in the field of medical genetics, computational biology and medical imaging.
Publisher: Springer
ISBN: 331967675X
Category : Computers
Languages : en
Pages : 262
Book Description
This book constitutes the refereed joint proceedings of the First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017, the 6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017, and the Third International Workshop on Imaging Genetics, MICGen 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 7 full papers presented at GRAIL 2017, the 10 full papers presented at MFCA 2017, and the 5 full papers presented at MICGen 2017 were carefully reviewed and selected. The GRAIL papers cover a wide range of graph based medical image analysis methods and applications, including probabilistic graphical models, neuroimaging using graph representations, machine learning for diagnosis prediction, and shape modeling. The MFCA papers deal with theoretical developments in non-linear image and surface registration in the context of computational anatomy. The MICGen papers cover topics in the field of medical genetics, computational biology and medical imaging.
4D Modeling and Estimation of Respiratory Motion for Radiation Therapy
Author: Jan Ehrhardt
Publisher: Springer Science & Business Media
ISBN: 3642364411
Category : Science
Languages : en
Pages : 352
Book Description
Respiratory motion causes an important uncertainty in radiotherapy planning of the thorax and upper abdomen. The main objective of radiation therapy is to eradicate or shrink tumor cells without damaging the surrounding tissue by delivering a high radiation dose to the tumor region and a dose as low as possible to healthy organ tissues. Meeting this demand remains a challenge especially in case of lung tumors due to breathing-induced tumor and organ motion where motion amplitudes can measure up to several centimeters. Therefore, modeling of respiratory motion has become increasingly important in radiation therapy. With 4D imaging techniques spatiotemporal image sequences can be acquired to investigate dynamic processes in the patient’s body. Furthermore, image registration enables the estimation of the breathing-induced motion and the description of the temporal change in position and shape of the structures of interest by establishing the correspondence between images acquired at different phases of the breathing cycle. In radiation therapy these motion estimations are used to define accurate treatment margins, e.g. to calculate dose distributions and to develop prediction models for gated or robotic radiotherapy. In this book, the increasing role of image registration and motion estimation algorithms for the interpretation of complex 4D medical image sequences is illustrated. Different 4D CT image acquisition techniques and conceptually different motion estimation algorithms are presented. The clinical relevance is demonstrated by means of example applications which are related to the radiation therapy of thoracic and abdominal tumors. The state of the art and perspectives are shown by an insight into the current field of research. The book is addressed to biomedical engineers, medical physicists, researchers and physicians working in the fields of medical image analysis, radiology and radiation therapy.
Publisher: Springer Science & Business Media
ISBN: 3642364411
Category : Science
Languages : en
Pages : 352
Book Description
Respiratory motion causes an important uncertainty in radiotherapy planning of the thorax and upper abdomen. The main objective of radiation therapy is to eradicate or shrink tumor cells without damaging the surrounding tissue by delivering a high radiation dose to the tumor region and a dose as low as possible to healthy organ tissues. Meeting this demand remains a challenge especially in case of lung tumors due to breathing-induced tumor and organ motion where motion amplitudes can measure up to several centimeters. Therefore, modeling of respiratory motion has become increasingly important in radiation therapy. With 4D imaging techniques spatiotemporal image sequences can be acquired to investigate dynamic processes in the patient’s body. Furthermore, image registration enables the estimation of the breathing-induced motion and the description of the temporal change in position and shape of the structures of interest by establishing the correspondence between images acquired at different phases of the breathing cycle. In radiation therapy these motion estimations are used to define accurate treatment margins, e.g. to calculate dose distributions and to develop prediction models for gated or robotic radiotherapy. In this book, the increasing role of image registration and motion estimation algorithms for the interpretation of complex 4D medical image sequences is illustrated. Different 4D CT image acquisition techniques and conceptually different motion estimation algorithms are presented. The clinical relevance is demonstrated by means of example applications which are related to the radiation therapy of thoracic and abdominal tumors. The state of the art and perspectives are shown by an insight into the current field of research. The book is addressed to biomedical engineers, medical physicists, researchers and physicians working in the fields of medical image analysis, radiology and radiation therapy.
Machine Learning in Medical Imaging
Author: Xiaohuan Cao
Publisher: Springer Nature
ISBN: 3031456734
Category : Computers
Languages : en
Pages : 499
Book Description
The two-volume set LNCS 14348 and 14139 constitutes the proceedings of the 14th International Workshop on Machine Learning in Medical Imaging, MLMI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada, in October 2023. The 93 full papers presented in the proceedings were carefully reviewed and selected from 139 submissions. They focus on major trends and challenges in artificial intelligence and machine learning in the medical imaging field, translating medical imaging research into clinical practice. Topics of interests included deep learning, generative adversarial learning, ensemble learning, transfer learning, multi-task learning, manifold learning, reinforcement learning, along with their applications to medical image analysis, computer-aided diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc.
Publisher: Springer Nature
ISBN: 3031456734
Category : Computers
Languages : en
Pages : 499
Book Description
The two-volume set LNCS 14348 and 14139 constitutes the proceedings of the 14th International Workshop on Machine Learning in Medical Imaging, MLMI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada, in October 2023. The 93 full papers presented in the proceedings were carefully reviewed and selected from 139 submissions. They focus on major trends and challenges in artificial intelligence and machine learning in the medical imaging field, translating medical imaging research into clinical practice. Topics of interests included deep learning, generative adversarial learning, ensemble learning, transfer learning, multi-task learning, manifold learning, reinforcement learning, along with their applications to medical image analysis, computer-aided diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc.