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Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation / Stoyanov, Danail ; Taylor, Zeike ; Aylward, Stephen ; Tavares, João Manuel RS ; Xiao, Yiming ; Simpson, Amber ; Martel, Anne ; Maier-Hein, Lena ; Li, Shuo ; Rivaz, Hassan ; Reinertsen, Ingerid ; Chabanas, Matthieu ; Farahani, Keyvan
TÃtulo : Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation : International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedings / Tipo de documento: documento electrónico Autores: Stoyanov, Danail, ; Taylor, Zeike, ; Aylward, Stephen, ; Tavares, João Manuel RS, ; Xiao, Yiming, ; Simpson, Amber, ; Martel, Anne, ; Maier-Hein, Lena, ; Li, Shuo, ; Rivaz, Hassan, ; Reinertsen, Ingerid, ; Chabanas, Matthieu, ; Farahani, Keyvan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2018 Número de páginas: XIX, 204 p. 80 ilustraciones, 70 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-01045-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Visión por computador Inteligencia artificial Informática Médica Red de computadoras Ordenadores Informática de la Salud Redes de comunicación informática Hardware de la computadora Clasificación: 006.37 Resumen: Este libro constituye las actas conjuntas arbitradas del Taller internacional sobre ultrasonido en el punto de atención, POCUS 2018, el Taller internacional sobre bioimágenes y visualización para simulaciones personalizadas para el paciente, BIVPCS 2017, el Taller internacional sobre corrección del desplazamiento cerebral con intra- Ultrasonido Operativo, CuRIOUS 2018, y el Taller Internacional sobre Medicina Computacional de Precisión, CPM 2018, celebrado en conjunto con la 21° Conferencia Internacional sobre ImagenologÃa Médica e Intervención Asistida por Computadora, MICCAI 2018, en Granada, España, en septiembre de 2018. Los 10 completos Los artÃculos presentados en POCUS 2018, los 4 artÃculos completos presentados en BIVPCS 2018, los 8 artÃculos completos presentados en CuRIOUS 2018 y los 2 artÃculos completos presentados en CPM 2018 fueron cuidadosamente revisados ​​y seleccionados. Los artÃculos presentan investigaciones de campos complementarios, como aplicaciones de sistemas de imágenes por ultrasonido, asà como procesamiento de señales e imágenes, mecánica, visión computacional, matemáticas, fÃsica, informática, gráficos por computadora, práctica biomédica, psicologÃa e industria. Discuten la resección intraoperatoria de tumores cerebrales guiada por ultrasonido, asà como la predicción de la supervivencia del cáncer de páncreas. Nota de contenido: Robust Photoacoustic Beamforming using Dense Convolutional Neural Networks -- A Training Tool for Ultrasound-guided Central Line Insertion with Webcam-based Position Tracking -- GLUENet: Ultrasound Elastography Using Convolutional Neural Network -- CUST: CNN for Ultrasound thermal image reconstruction using Sparse Time-of-flight information -- Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN -- Recent Advances in Point-of-Care Ultrasound using the ImFusion Suite for Real-Time Image Analysis -- Markerless Inside-Out Tracking for 3D Ultrasound Compounding -- Ultrasound-based Detection of Lung Abnormalities using Single Shot Detection Convolutional Neural Networks -- Quantitative Echocardiography: Real-time Quality Estimation and View Classification Implemented on a Mobile Android Device -- Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study -- A novel interventional guidance framework for transseptal puncture in left atrial interventions -- Holographic visualisation and interaction of fused CT, PET and MRI volumetric medical imaging data using dedicated remote GPGPU ray casting -- Mr. Silva and Patient Zero: a medical social network and data visualization information system -- Fully Convolutional Network-based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model -- Resolve Intraoperative Brain Shift as Imitation Game -- Non-linear approach for MRI to intra-operative US registration using structural skeleton -- Brain-shift correction with image-based registration and landmark accuracy evaluation -- Deformable MRI-ultrasound Registration Using 3D Convolutional Neural Network -- Intra-operative Ultrasound to MRI Fusion with a Public Multimodal Discrete Registration Tool -- Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-saliency Weighting for Image guided Neurosurgery -- Registration of MRI and iUS data to compensate brain shift using a symmetric block-matching based approach -- Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI -- Survival modeling of pancreatic cancer with radiology using convolutional neural networks -- Pancreatic Cancer Survival Prediction Using CT Scans and Clinical Variables. Tipo de medio : Computadora Summary : This book constitutes the refereed joint proceedings of the International Workshop on Point-of-Care Ultrasound, POCUS 2018, the International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017, the International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018, and the International Workshop on Computational Precision Medicine, CPM 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 10 full papers presented at POCUS 2018, the 4 full papers presented at BIVPCS 2018, the 8 full papers presented at CuRIOUS 2018, and the 2 full papers presented at CPM 2018 were carefully reviewed and selected. The papers feature research from complementary fields such as ultrasound image systems applications as well as signal and image processing, mechanics, computational vision, mathematics, physics, informatics, computer graphics, bio-medical-practice, psychology and industry. They discuss intra-operative ultrasound-guided brain tumor resection as well as pancreatic cancer survival prediction. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation : International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16–20, 2018, Proceedings / [documento electrónico] / Stoyanov, Danail, ; Taylor, Zeike, ; Aylward, Stephen, ; Tavares, João Manuel RS, ; Xiao, Yiming, ; Simpson, Amber, ; Martel, Anne, ; Maier-Hein, Lena, ; Li, Shuo, ; Rivaz, Hassan, ; Reinertsen, Ingerid, ; Chabanas, Matthieu, ; Farahani, Keyvan, . - 1 ed. . - [s.l.] : Springer, 2018 . - XIX, 204 p. 80 ilustraciones, 70 ilustraciones en color.
ISBN : 978-3-030-01045-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Visión por computador Inteligencia artificial Informática Médica Red de computadoras Ordenadores Informática de la Salud Redes de comunicación informática Hardware de la computadora Clasificación: 006.37 Resumen: Este libro constituye las actas conjuntas arbitradas del Taller internacional sobre ultrasonido en el punto de atención, POCUS 2018, el Taller internacional sobre bioimágenes y visualización para simulaciones personalizadas para el paciente, BIVPCS 2017, el Taller internacional sobre corrección del desplazamiento cerebral con intra- Ultrasonido Operativo, CuRIOUS 2018, y el Taller Internacional sobre Medicina Computacional de Precisión, CPM 2018, celebrado en conjunto con la 21° Conferencia Internacional sobre ImagenologÃa Médica e Intervención Asistida por Computadora, MICCAI 2018, en Granada, España, en septiembre de 2018. Los 10 completos Los artÃculos presentados en POCUS 2018, los 4 artÃculos completos presentados en BIVPCS 2018, los 8 artÃculos completos presentados en CuRIOUS 2018 y los 2 artÃculos completos presentados en CPM 2018 fueron cuidadosamente revisados ​​y seleccionados. Los artÃculos presentan investigaciones de campos complementarios, como aplicaciones de sistemas de imágenes por ultrasonido, asà como procesamiento de señales e imágenes, mecánica, visión computacional, matemáticas, fÃsica, informática, gráficos por computadora, práctica biomédica, psicologÃa e industria. Discuten la resección intraoperatoria de tumores cerebrales guiada por ultrasonido, asà como la predicción de la supervivencia del cáncer de páncreas. Nota de contenido: Robust Photoacoustic Beamforming using Dense Convolutional Neural Networks -- A Training Tool for Ultrasound-guided Central Line Insertion with Webcam-based Position Tracking -- GLUENet: Ultrasound Elastography Using Convolutional Neural Network -- CUST: CNN for Ultrasound thermal image reconstruction using Sparse Time-of-flight information -- Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN -- Recent Advances in Point-of-Care Ultrasound using the ImFusion Suite for Real-Time Image Analysis -- Markerless Inside-Out Tracking for 3D Ultrasound Compounding -- Ultrasound-based Detection of Lung Abnormalities using Single Shot Detection Convolutional Neural Networks -- Quantitative Echocardiography: Real-time Quality Estimation and View Classification Implemented on a Mobile Android Device -- Single-Element Needle-Based Ultrasound Imaging of the Spine: An In Vivo Feasibility Study -- A novel interventional guidance framework for transseptal puncture in left atrial interventions -- Holographic visualisation and interaction of fused CT, PET and MRI volumetric medical imaging data using dedicated remote GPGPU ray casting -- Mr. Silva and Patient Zero: a medical social network and data visualization information system -- Fully Convolutional Network-based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model -- Resolve Intraoperative Brain Shift as Imitation Game -- Non-linear approach for MRI to intra-operative US registration using structural skeleton -- Brain-shift correction with image-based registration and landmark accuracy evaluation -- Deformable MRI-ultrasound Registration Using 3D Convolutional Neural Network -- Intra-operative Ultrasound to MRI Fusion with a Public Multimodal Discrete Registration Tool -- Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-saliency Weighting for Image guided Neurosurgery -- Registration of MRI and iUS data to compensate brain shift using a symmetric block-matching based approach -- Intra-operative Brain Shift Correction with Weighted Locally Linear Correlations of 3DUS and MRI -- Survival modeling of pancreatic cancer with radiology using convolutional neural networks -- Pancreatic Cancer Survival Prediction Using CT Scans and Clinical Variables. Tipo de medio : Computadora Summary : This book constitutes the refereed joint proceedings of the International Workshop on Point-of-Care Ultrasound, POCUS 2018, the International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017, the International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2018, and the International Workshop on Computational Precision Medicine, CPM 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 10 full papers presented at POCUS 2018, the 4 full papers presented at BIVPCS 2018, the 8 full papers presented at CuRIOUS 2018, and the 2 full papers presented at CPM 2018 were carefully reviewed and selected. The papers feature research from complementary fields such as ultrasound image systems applications as well as signal and image processing, mechanics, computational vision, mathematics, physics, informatics, computer graphics, bio-medical-practice, psychology and industry. They discuss intra-operative ultrasound-guided brain tumor resection as well as pancreatic cancer survival prediction. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]