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Artificial intelligence on medical data : proceedings of International Symposium, ISCMM 2021 / / Mousumi Gupta [and three others], editors
Artificial intelligence on medical data : proceedings of International Symposium, ISCMM 2021 / / Mousumi Gupta [and three others], editors
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (474 pages)
Disciplina 610.285
Collana Lecture Notes in Computational Vision and Biomechanics
Soggetto topico Computer vision in medicine
Diagnostic imaging
Artificial Intelligence
Diagnostic Imaging - methods
Soggetto genere / forma Congress.
ISBN 981-19-0151-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Retinal Vessel Segmentation in Fundus Image using Low-Cost Multiple U-Net Architecture -- Imaging Radiomic-Driven Framework for Automated Cancer Investigation -- Computational image analysis of painful and pain free intervertebral disc -- Bio-medical image encryption using the modified chaotic image encryption method -- Stability of Feature Selection Algorithms -- A Database Application of Monitoring Covid-19 in India -- Walking Assistant for Vision Impaired by Using Deep Learning -- Detection of Coronavirus in Electron Microscope Imagery using Convolutional Neural Networks -- IoT & RFID based Smart Card System Integrated with Healthcare, Electricity, QR and Banking Sectors -- Face Mask Recognition Using Modular, Wavelet and Modular-Wavelet PCA -- Effective Overview of Different ML Models used for Prediction of COVID -19 Patients -- Hybrid CNN-SVM Model for Face Mask Detector to Protect from COVID -19 -- A Study on Various Medical Imaging Modalities and image fusion methods -- A Deep Learning Technique For Bi-fold Grading of an Eye Disorder DR-Diabetic Retinopathy -- Brain Tumor Detection Using Fine Tuned YOLO Model with Transfer Learning.
Record Nr. UNINA-9910627275803321
Singapore : , : Springer, , [2022]
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Augmented Reality / / edited by Soha Maad
Augmented Reality / / edited by Soha Maad
Pubbl/distr/stampa Rijeka : , : InTech, , 2010
Descrizione fisica 1 online resource (xiii, 242 pages) : illustrations
Disciplina 006.8
Soggetto topico Augmented reality
Computer vision in medicine
Human-computer interaction
ISBN 953-51-5485-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910138290603321
Rijeka : , : InTech, , 2010
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Computer vision for assistive healthcare / / edited by Leo Marco and Giovanni Maria Farinella
Computer vision for assistive healthcare / / edited by Leo Marco and Giovanni Maria Farinella
Pubbl/distr/stampa London, United Kingdom : , : Academic Press, an imprint of Elsevier, , [2018]
Descrizione fisica 1 online resource (398 pages)
Disciplina 616.0754
Soggetto topico Computer vision in medicine
ISBN 0-12-813446-1
0-12-813445-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Computer vision for sight / Feng Hu, Hao Tang, Aleksandr Tsema, Zhigang Zhu -- Computer vision for cognition / Corneliu Florea, Laura Florea, Constantin Vertan -- Real-time 3D tracker in robot-based neurorehabilitation / Fabio Stroppa, Mine Saraç Stroppa, Simone Marcheschi, Claudio Loconsole, Edoardo Sotgiu, Massimiliano Solazzi, Domenico Buongiorno, Antonio Frisoli -- Computer vision and machine learning for surgical instrument tracking / Nicola Rieke, Federico Tombari, Nassir Navab -- Computer vision for human-machine interaction / Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid -- Computer vision for ambient assisted living / Sara Colantonio, Giuseppe Coppini, Daniela Giorgi, Maria-Aurora Morales, Maria A. Pascali, -- Computer vision for egocentric (first-person) vision / Mariella Dimiccoli -- Computer vision for augmentative and alternative communication / Sethuraman Panchanathan, Meredith Moore, Hemanth Venkateswara, Shayok Chakraborty, Troy McDaniel -- Computer vision for lifelogging / Peng Wang, Lifeng Sun, Alan F. Smeaton, Cathal Gurrin, Shiqiang Yang, -- Computational analysis of affect, personality, and engagement in human-robot interactions / Oya Celiktutan, Evangelos Sariyanidi, Hatice Gunes -- On modeling and analyzing crowds from videos / Nicola Conci, Niccoló Bisagno, Andrea Cavallaro -- Designing assistive tools for the market / Manuela Chessa, Nicoletta Noceti, Chiara Martini, Fabio Solari, Francesca Odone.
Record Nr. UNINA-9910583329903321
London, United Kingdom : , : Academic Press, an imprint of Elsevier, , [2018]
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Computer vision in medical imaging / / editor, C.H. Chen
Computer vision in medical imaging / / editor, C.H. Chen
Pubbl/distr/stampa New Jersey : , : World Scientific, , [2014]
Descrizione fisica 1 online resource (xiii, 393 pages) : illustrations (some color)
Disciplina 006.37
Collana Series in computer vision
Soggetto topico Diagnostic imaging - Data processing
Computer vision in medicine
ISBN 981-4460-94-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Preface; CONTENTS; Chapter 1 An Introduction to Computer Vision in Medical Imaging Chi Hau Chen; 1. Introduction; 2. Some Medical Imaging Methods; 2.1. X-ray; 2.2. Magnetic Resonance Image (MRI); 2.3. Intravascular Ultrasound (IVUS); 3. Roles of Computer Vision, Image Processing and Pattern Recognition; 4. Active Contours; 4.1. Snakes; 4.2. Level set methods; 4.3. Geodesic active contours; 4.4. Region-based active contours; 4.5. Hybrid evolution method; 4.6. IVUS image segmentation; 5. Concluding Remarks; Acknowledgment; References; Part 1 Theory and Methodologies
Chapter 2 Distribution Matching Approaches to Medical Image Segmentation Ismail Ben Ayed1. Introduction; 2. Formulations; 3. Optimization Aspects; 3.1. Specialized optimizers; 3.2. Derivative-based optimizers; 3.2.1. Active curves and level sets; 3.2.2. Line search and trust region methods; 3.3. Bound optimizers; 3.3.1. Graph cuts; 3.3.2. Convex-relaxation techniques; 4. Medical Imaging Applications; 4.1. Left ventricle segmentation in cardiac images; 4.1.1. Example; 4.2. Vertebral-body segmentation in spine images; 4.2.1. Example; 4.3. Brain tumor segmentation; 5. Conclusion and Outlook
ReferencesChapter 3 Digital Pathology in Medical Imaging Bikash Sabata, Chukka Srinivas, Pascal Bamford and Gerardo Fernandez; 1. Introduction; A. Subtyping and the role of digital pathology; B. Quantification of IHC markers; C. Tissue and stain variability; D. Rules-based segmentation and identification; E. Learning from image data examples; F. Object-based learning models; G. Membrane detection algorithms; H. HER2 Dual ISH slide scoring algorithm; 2. DP Enabled Applications; 3. Multiplexed Quantification; 4. Quantification Algorithms; 5. Summary; Acknowledgment; References
Chapter 4 Adaptive Shape Prior Modeling via Online Dictionary Learning Shaoting Zhang, Yiqiang Zhan, Yan Zhou and Dimitris Metaxas1. Introduction; 2. Relevant Work; 3. Methodology; 3.1. Sparse Shape Composition; 3.2. Shape Dictionary Learning; 3.3. Online Shape Dictionary Update; 4. Experiments; 4.1. Lung Localization; 4.2. Real-time Left Ventricle Tracking; 5. Conclusions; References; Chapter 5 Feature-Centric Lesion Detection and Retrieval in Thoracic Images Yang Song, Weidong Cai, Stefan Eberl, Michael J Fulham and David Dagan Feng; 1. Lesion Detection; 1.1. Review of State-of-the-art
1.2. Region-based Feature Classification1.2.1. Region Type Identification; 1.2.2. Region Type Refinement; 1.2.3. 3D Object Localization; 1.3. Multi-stage Discriminative Model; 1.3.1. Abnormality Detection; 1.3.2. Tumor and Lymph Node Differentiation; 1.3.3. Tumor Region Refinement; 1.3.4. Experimental Results; 1.4. Data Adaptive Structure Estimation; 1.4.1. Initial Abnormality Detection; 1.4.2. Adaptive Structure Estimation; 1.4.3. Feature Extraction and Classification; 1.4.4. Experimental Results; 2. Thoracic Image Retrieval; 2.1. Review of State-of-the-art
2.2. Pathological Feature Description
Record Nr. UNINA-9910790748003321
New Jersey : , : World Scientific, , [2014]
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Computer vision in medical imaging / / editor, C.H. Chen
Computer vision in medical imaging / / editor, C.H. Chen
Pubbl/distr/stampa New Jersey : , : World Scientific, , [2014]
Descrizione fisica 1 online resource (xiii, 393 pages) : illustrations (some color)
Disciplina 006.37
Collana Series in computer vision
Soggetto topico Diagnostic imaging - Data processing
Computer vision in medicine
ISBN 981-4460-94-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Preface; CONTENTS; Chapter 1 An Introduction to Computer Vision in Medical Imaging Chi Hau Chen; 1. Introduction; 2. Some Medical Imaging Methods; 2.1. X-ray; 2.2. Magnetic Resonance Image (MRI); 2.3. Intravascular Ultrasound (IVUS); 3. Roles of Computer Vision, Image Processing and Pattern Recognition; 4. Active Contours; 4.1. Snakes; 4.2. Level set methods; 4.3. Geodesic active contours; 4.4. Region-based active contours; 4.5. Hybrid evolution method; 4.6. IVUS image segmentation; 5. Concluding Remarks; Acknowledgment; References; Part 1 Theory and Methodologies
Chapter 2 Distribution Matching Approaches to Medical Image Segmentation Ismail Ben Ayed1. Introduction; 2. Formulations; 3. Optimization Aspects; 3.1. Specialized optimizers; 3.2. Derivative-based optimizers; 3.2.1. Active curves and level sets; 3.2.2. Line search and trust region methods; 3.3. Bound optimizers; 3.3.1. Graph cuts; 3.3.2. Convex-relaxation techniques; 4. Medical Imaging Applications; 4.1. Left ventricle segmentation in cardiac images; 4.1.1. Example; 4.2. Vertebral-body segmentation in spine images; 4.2.1. Example; 4.3. Brain tumor segmentation; 5. Conclusion and Outlook
ReferencesChapter 3 Digital Pathology in Medical Imaging Bikash Sabata, Chukka Srinivas, Pascal Bamford and Gerardo Fernandez; 1. Introduction; A. Subtyping and the role of digital pathology; B. Quantification of IHC markers; C. Tissue and stain variability; D. Rules-based segmentation and identification; E. Learning from image data examples; F. Object-based learning models; G. Membrane detection algorithms; H. HER2 Dual ISH slide scoring algorithm; 2. DP Enabled Applications; 3. Multiplexed Quantification; 4. Quantification Algorithms; 5. Summary; Acknowledgment; References
Chapter 4 Adaptive Shape Prior Modeling via Online Dictionary Learning Shaoting Zhang, Yiqiang Zhan, Yan Zhou and Dimitris Metaxas1. Introduction; 2. Relevant Work; 3. Methodology; 3.1. Sparse Shape Composition; 3.2. Shape Dictionary Learning; 3.3. Online Shape Dictionary Update; 4. Experiments; 4.1. Lung Localization; 4.2. Real-time Left Ventricle Tracking; 5. Conclusions; References; Chapter 5 Feature-Centric Lesion Detection and Retrieval in Thoracic Images Yang Song, Weidong Cai, Stefan Eberl, Michael J Fulham and David Dagan Feng; 1. Lesion Detection; 1.1. Review of State-of-the-art
1.2. Region-based Feature Classification1.2.1. Region Type Identification; 1.2.2. Region Type Refinement; 1.2.3. 3D Object Localization; 1.3. Multi-stage Discriminative Model; 1.3.1. Abnormality Detection; 1.3.2. Tumor and Lymph Node Differentiation; 1.3.3. Tumor Region Refinement; 1.3.4. Experimental Results; 1.4. Data Adaptive Structure Estimation; 1.4.1. Initial Abnormality Detection; 1.4.2. Adaptive Structure Estimation; 1.4.3. Feature Extraction and Classification; 1.4.4. Experimental Results; 2. Thoracic Image Retrieval; 2.1. Review of State-of-the-art
2.2. Pathological Feature Description
Record Nr. UNINA-9910825001503321
New Jersey : , : World Scientific, , [2014]
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Computer vision, virtual reality, and robotics in medicine : first international conference, CVRMed '95, Nice, France, April 3-6, 1995 : proceedings / / Nicholas Ayache, ed
Computer vision, virtual reality, and robotics in medicine : first international conference, CVRMed '95, Nice, France, April 3-6, 1995 : proceedings / / Nicholas Ayache, ed
Edizione [1st ed. 1995.]
Pubbl/distr/stampa Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1995]
Descrizione fisica 1 online resource (XIV, 574 p.)
Disciplina 610/.285/6
Collana Lecture Notes in Computer Science
Soggetto topico Virtual reality in medicine
Robotics in medicine
Computer vision in medicine
ISBN 3-540-49197-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISA-996466126603316
Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1995]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Intelligent vision in healthcare / / edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya
Intelligent vision in healthcare / / edited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (161 pages)
Disciplina 610.285
Collana Studies in autonomic, data-driven and industrial computing
Soggetto topico Artificial intelligence - Medical applications
Computer vision in medicine
ISBN 981-16-7770-0
981-16-7771-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910743357903321
Singapore : , : Springer, , [2022]
Materiale a stampa
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Medical image analysis
Medical image analysis
Pubbl/distr/stampa [Oxford, England], : Oxford University Press, 1996-
Disciplina 610.28
Soggetto topico Imaging systems in medicine
Image processing
Computer vision in medicine
Image processing - Periodicals
Diagnostic imaging
Magnetic resonance imaging
Nuclear medicine
Tomography, X-Ray Computed
Diagnostic Imaging
Magnetic Resonance Imaging
Ultrasonography
Nuclear Medicine
Imagerie médicale
Traitement d'images - Périodiques
Vision par ordinateur en médecine
Traitement d'images
Imagerie pour le diagnostic
Imagerie par résonance magnétique
Échographie
Médecine nucléaire
Tomodensitométrie
Medizin
Bildgebendes Verfahren
Bildverarbeitung
Zeitschrift
Online-Ressource
Soggetto genere / forma Periodicals.
ISSN 1361-8423
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Record Nr. UNISA-996213441803316
[Oxford, England], : Oxford University Press, 1996-
Materiale a stampa
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Medical image analysis
Medical image analysis
Pubbl/distr/stampa [Oxford, England], : Oxford University Press, 1996-
Disciplina 610.28
Soggetto topico Imaging systems in medicine
Image processing
Computer vision in medicine
Diagnostic imaging
Magnetic resonance imaging
Nuclear medicine
Tomography, X-Ray Computed
Diagnostic Imaging
Magnetic Resonance Imaging
Ultrasonography
Nuclear Medicine
Imagerie médicale
Traitement d'images - Périodiques
Vision par ordinateur en médecine
Traitement d'images
Imagerie pour le diagnostic
Imagerie par résonance magnétique
Échographie
Médecine nucléaire
Tomodensitométrie
Medizin
Bildgebendes Verfahren
Bildverarbeitung
Zeitschrift
Online-Ressource
Soggetto genere / forma Periodicals.
ISSN 1361-8423
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Record Nr. UNINA-9910146525003321
[Oxford, England], : Oxford University Press, 1996-
Materiale a stampa
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Medical imaging and augmented reality : 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010 : proceedings / / Hongen Liao ... [et al.] (eds.)
Medical imaging and augmented reality : 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010 : proceedings / / Hongen Liao ... [et al.] (eds.)
Edizione [1st ed. 2010.]
Pubbl/distr/stampa New York, : Springer, 2010
Descrizione fisica 1 online resource (XVII, 573 p. 271 illus.)
Disciplina 006.6
006.37
Altri autori (Persone) LiaoHongen
Collana Lecture notes in computer science
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Soggetto topico Diagnostic imaging
Imaging systems in medicine
Computer vision in medicine
ISBN 1-280-38892-7
9786613566843
3-642-15699-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Image Segmentation -- Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method -- A Unified Minimal Path Tracking and Topology Characterization Approach for Vascular Analysis -- Subject Specific Shape Modeling with Incremental Mixture Models -- Segmentation of the Infarct and Peri-infarct Zones in Cardiac MR Images -- Spatial-Temporal Constraint for Segmentation of Serial Infant Brain MR Images -- Multi-parametric Classification of Traumatic Brain Injury Patients Using Automatic Analysis of Quantitative MRI Scans -- Image Registration -- Deformable Vessel-Based Registration Using Landmark-Guided Coherent Point Drift -- Registration of CT Segmented Surfaces and 3-D Cardiac Electroanatomical Maps -- Coronary Motion Estimation from CTA Using Probability Atlas and Diffeomorphic Registration -- A Continuity Equation Based Optical Flow Method for Cardiac Motion Correction in 3D PET Data -- Simultaneous Reconstruction of 4-D Myocardial Motion from Both Tagged and Untagged MR Images Using Nonrigid Image Registration -- Shape Modeling and Morphometry -- Cortical Sulcal Bank Segmentation via Geometric Similarity Based Graph Partition -- A Framework for 3D Analysis of Facial Morphology in Fetal Alcohol Syndrome -- Feature Driven Rule Based Framework for Automatic Modeling of Organic Shapes in the Design of Personalized Medical Prosthetics -- Manifold Learning for Image-Based Gating of Intravascular Ultrasound(IVUS) Pullback Sequences -- Automatic Computation of Electrodes Trajectory for Deep Brain Stimulation -- Shape Modeling and Morphometry -- FEM Based 3D Tumor Growth Prediction for Kidney Tumor -- Adaptive GPU Ray Casting Based on Spectral Analysis -- Metrics for Uncertainty Analysis and Visualization of Diffusion Tensor Images -- Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images -- Diffusion Tensor Image -- DTI Connectivity by Segmentation -- Locally Weighted Regression for Estimating and Smoothing ODF Field Simultaneously -- Distinguishing Left or Right Temporal Lobe Epilepsy from Controls Using Fractional Anisotropy Asymmetry Analysis -- Hierarchical Spherical Harmonics Based Deformable HARDI Registration -- Computer Assisted Intervention -- Marker-Free Registration for Electromagnetic Navigation Bronchoscopy under Respiratory Motion -- Computational Decision Support for Percutaneous Aortic Valve Implantation -- Relative Error: An Approach for in vivo Characterization of Electromagnetic Tracking Errors and Confidence Intervals -- A Motion Correction Algorithm for Microendoscope Video Computing in Image-Guided Intervention -- Least-Incision Transformable End-Effector Mechanism for Forceps for Endoscopic Surgery -- Real-Time Organ Tracking in Ultrasound Imaging Using Active Contours and Conditional Density Propagation -- Medical Image Computing -- A Malignant Breast Carcinoma Size Assessment Using Multiple Orientation Axial, Lateral, and Shear Elastographies: The Second Stage of a Pilot Study -- Level Set Diffusion for MRE Image Enhancement -- Content-Based Surgical Workflow Representation Using Probabilistic Motion Modeling -- Improved Precision in the Measurement of Longitudinal Global and Regional Volumetric Changes via a Novel MRI Gradient Distortion Characterization and Correction Technique -- Visualization and Application -- DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery -- Three-Dimensional Ultrasound Probe Pose Estimation from Single-Perspective X-Rays for Image-Guided Interventions -- Automated Nomenclature of Upper Abdominal Arteries for Displaying Anatomical Names on Virtual Laparoscopic Images -- Hidden Markov Model for Quantifying Clinician Expertise in Flexible Instrument Manipulation -- A Robust Mosaicing Method with Super-Resolution for Optical Medical Images -- Segmentation and Classification -- Spectral Aggregation Based on Iterative Graph Cut for Sonographic Breast Image Segmentation -- Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization -- Probabilistic Refinement of Model-Based Segmentation: Application to Radiation Therapy Planning of the Head and Neck -- Skin Lesions Classification with Optical Spectroscopy -- Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D -- Medical Image Understanding -- A Learning-Based Approach to Evaluate Registration Success -- Automatic Cortical Gyral Parcellation Using Probabilistic Atlas and Graph Cuts -- Hierarchical Fiber Clustering Based on Multi-Scale Neuroanatomical Features -- Neural Mass Model Driven Nonlinear EEG Analysis -- Modeling the Dermoscopic Structure Pigment Network Using a Clinically Inspired Feature Set -- Image-Guided Surgery -- An Application Driven Comparison of Several Feature Extraction Algorithms in Bronchoscope Tracking During Navigated Bronchoscopy -- Modeling Kinematics of Mobile C-Arm and Operating Table as an Integrated Six Degrees of Freedom Imaging System -- Peripheral Lung Cancer Detection by Vascular Tumor Labeling Using In-Vivo Microendoscopy under Real Time 3D CT Image Guided Intervention -- Particle-Based Deformable Modeling with Pre-computed Surface Data in Real-Time Surgical Simulation -- Direct Co-calibration of Endobronchial Ultrasound and Video -- Augmented Reality -- Real-Time Epicardial Excitation Time Map Overlay -- Knowledge-Based Situation Interpretation for Context-Aware Augmented Reality in Dental Implant Surgery -- Scorpion Shaped Endoscopic Surgical Robot for NOTES and SPS With Augmented Reality Functions -- Optimisation of Focal Length Using a Stereoscopic Operating Microscope for Augmented Reality Surgical Guidance -- An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions.
Record Nr. UNINA-9910483959103321
New York, : Springer, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
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