Machine Learning for Medical Image Reconstruction

Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

AvFlorian Knoll,Andreas Maier

Häftad, Engelska, 2019

Del 11905 i serien Lecture Notes in Computer Science

555 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Häftad

540 kr

Häftad

628 kr

Häftad

628 kr

Beskrivning

This book constitutes the refereed proceedings of the Second International Workshop on Machine Learning for Medical Reconstruction, MLMIR 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.The 24 full papers presented were carefully reviewed and selected from 32 submissions. The papers are organized in the following topical sections: deep learning for magnetic resonance imaging; deep learning for computed tomography; and deep learning for general image reconstruction.

Produktinformation

Utgivningsdatum:2019-10-24
Mått:155 x 235 x 17 mm
Vikt:420 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:266
Förlag:Springer Nature Switzerland AG
ISBN:9783030338428

Utforska kategorier

Innehållsförteckning

Deep Learning for Magnetic Resonance Imaging.- Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction- Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.- Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network.- APIR-Net: Autocalibrated Parallel Imaging Reconstruction using a Neural Network.- Accelerated MRI Reconstruction with Dual-domain Generative Adversarial Network.- Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.- Joint Multi-Anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions.- Modeling and Analysis Brain Development via Discriminative Dictionary Learning.- Deep Learning for Computed Tomography.- Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval.- Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior.- Measuring CT Reconstruction Quality with Deep Convolutional Neural Networks.- Deep Learning based Metal Inpainting in the Projection Domain: Initial Results.- Deep Learning for General Image Reconstruction.- Flexible Conditional Image Generation of Missing Data with Learned Mental Maps.- Spatiotemporal PET reconstruction using ML-EM with learned diffeomorphic deformation.- Stain Style Transfer using Transitive Adversarial Networks.- Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer.- Deep Learning based approach to quantification of PET tracer uptake in small tumors.- Task-GAN: Improving Generative Adversarial Network for Image Reconstruction.- Gamma Source Location Learning from Synthetic Multi-Pinhole Collimator Data.- Neural Denoising of Ultra-Low Dose Mammography.- Image Reconstruction in a Manifold of Image Patches: Application to Whole-fetus Ultrasound Imaging.- Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy.- TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis.- PredictUS: A Method to Extend the Resolution-Precision Trade-off in Quantitative Ultrasound Image Reconstruction.

Mer från samma författare

Del 11074

Machine Learning for Medical Image Reconstruction

Florian Knoll, Andreas Maier, Daniel Rueckert

Häftad, 2018

572 kr

Machine Learning for Medical Image Reconstruction

Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2018

718 kr

Machine Learning for Medical Image Reconstruction

Jong Chul Ye, Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2019

718 kr

Mer från samma serie

Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

Häftad, 2008

555 kr

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang - Knowledge Graphs, Häftad

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

933 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

572 kr

Del 16096

Energy Informatics

Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin

Häftad, 2025

842 kr

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott - Biomimetic and Biohybrid Systems, Häftad

Del 15582

Biomimetic and Biohybrid Systems

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott

Häftad, 2025

1 022 kr

Extended Reality

Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

Häftad, 2026

1 164 kr

Reliable Software Technologies - Ada-Europe '98

Lars Asplund

Häftad, 1998

572 kr

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson - Advanced Parallel Processing Technologies, Häftad

Nyhet

Del 16693

Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 024 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

933 kr

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek - Electronic Participation, Häftad

Nyhet

Electronic Participation

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

Häftad, 2026

730 kr

Du kanske också är intresserad av

10% rabatt på allt

Exit Adventskalender - Julens magi (SE)

Exit

499 kr

Machine Learning for Medical Image Reconstruction

Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2018

718 kr

Machine Learning for Medical Image Reconstruction

Jong Chul Ye, Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2019

718 kr

Del 11074

Machine Learning for Medical Image Reconstruction

Florian Knoll, Andreas Maier, Daniel Rueckert

Häftad, 2018

572 kr

Del 12450

Machine Learning for Medical Image Reconstruction

Farah Deeba, Patricia Johnson, Tobias Würfl, Jong Chul Ye

Häftad, 2020

540 kr

Del 37

Geometry of Deep Learning

Jong Chul Ye

Häftad, 2023

413 kr

Del 37

Geometry of Deep Learning

Jong Chul Ye

Inbunden, 2022

509 kr

Deep Learning for Biomedical Image Reconstruction

Jong Chul Ye, Yonina C. Eldar, Michael Unser

Inbunden, 2023

1 261 kr

Deep Learning for Biomedical Image Reconstruction

Michael Unser, Yonina C. Eldar, Jong Chul Ye

E-bok

2023

1 528 kr

Geometry of Deep Learning

Jong Chul Ye

E-bok

2022

789 kr

Machine Learning for Medical Image Reconstruction

Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

AvFlorian Knoll,Andreas Maier

Häftad, Engelska, 2019

Del 11905 i serien Lecture Notes in Computer Science

555 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Häftad

540 kr

Häftad

628 kr

Häftad

628 kr

Beskrivning

Produktinformation

Utgivningsdatum:2019-10-24
Mått:155 x 235 x 17 mm
Vikt:420 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:266
Förlag:Springer Nature Switzerland AG
ISBN:9783030338428

Utforska kategorier

Innehållsförteckning

Deep Learning for Magnetic Resonance Imaging.- Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction- Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.- Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network.- APIR-Net: Autocalibrated Parallel Imaging Reconstruction using a Neural Network.- Accelerated MRI Reconstruction with Dual-domain Generative Adversarial Network.- Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.- Joint Multi-Anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions.- Modeling and Analysis Brain Development via Discriminative Dictionary Learning.- Deep Learning for Computed Tomography.- Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval.- Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior.- Measuring CT Reconstruction Quality with Deep Convolutional Neural Networks.- Deep Learning based Metal Inpainting in the Projection Domain: Initial Results.- Deep Learning for General Image Reconstruction.- Flexible Conditional Image Generation of Missing Data with Learned Mental Maps.- Spatiotemporal PET reconstruction using ML-EM with learned diffeomorphic deformation.- Stain Style Transfer using Transitive Adversarial Networks.- Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer.- Deep Learning based approach to quantification of PET tracer uptake in small tumors.- Task-GAN: Improving Generative Adversarial Network for Image Reconstruction.- Gamma Source Location Learning from Synthetic Multi-Pinhole Collimator Data.- Neural Denoising of Ultra-Low Dose Mammography.- Image Reconstruction in a Manifold of Image Patches: Application to Whole-fetus Ultrasound Imaging.- Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy.- TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis.- PredictUS: A Method to Extend the Resolution-Precision Trade-off in Quantitative Ultrasound Image Reconstruction.

Mer från samma författare

Del 11074

Machine Learning for Medical Image Reconstruction

Florian Knoll, Andreas Maier, Daniel Rueckert

Häftad, 2018

572 kr

Machine Learning for Medical Image Reconstruction

Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2018

718 kr

Machine Learning for Medical Image Reconstruction

Jong Chul Ye, Daniel Rueckert, Andreas Maier, Florian Knoll

E-bok

2019

718 kr

Mer från samma serie

Multiobjective Optimization

Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowiński

Häftad, 2008

555 kr

Del 16297

Knowledge Graphs

Hideaki Takeda, Yannis Tzitzikas, Giorgos Flouris, Shizhu He, Dimitris Plexousakis, Sébastien Ferré, Ran Yu, Vasilis Efthymiou, Eleni Ilkou, Ernesto Jiménez-Ruiz, Xin Wang

Häftad, 2026

933 kr

Agent Mediated Electronic Commerce II

Alexandros Moukas, Carles Sierra, Fredrik Ygge

Häftad, 2000

572 kr

Del 16096

Energy Informatics

Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin

Häftad, 2025

842 kr

Del 15582

Biomimetic and Biohybrid Systems

Alejandro Jiménez Rodríguez, Rafael Mestre, Chaona Chen, Anna Mura, Edmund Barker, Paul Verschure, Tony Prescott

Häftad, 2025

1 022 kr

Extended Reality

Lucio Tommaso De Paolis, Pasquale Arpaia, Marco Sacco

Häftad, 2026

1 164 kr

Reliable Software Technologies - Ada-Europe '98

Lars Asplund

Häftad, 1998

572 kr

Nyhet

Del 16693

Advanced Parallel Processing Technologies

Lieven Eeckhout, Chao Li, Zhibin Yu, Avi Mendelson

Häftad, 2026

1 024 kr

Del 16832

Progress in Cryptology - AFRICACRYPT 2026

Nadia El Mrabet, Loubna Ghammam, Francisco Rodríguez-Henríquez

Häftad, 2026

933 kr

Nyhet

Electronic Participation

David Duenas-Cid, Gregor Eibl, Lieselot Danneels, Michael Koddebusch, Edimara Mezzomo Luciano, Gianluca Carlo Misuraca, Gerhard Schwabe, Teta Stamati, Leif Sundberg, Peter Parycek

Häftad, 2026

730 kr