Medical image computing and computer assisted intervention -- MICCAI 2020 : 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings.: 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings. Part V (2020)

• Record Type: Book
• Other Titles: MICCAI 2020
• Further Information: Note: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (eds.).
• Other Names: Martel, Anne; Abolmaesumi, Purang; Stoyanov, Danail; Mateus, Diana; Zuluaga, Maria A; Zhou, S. Kevin; Racoceanu, Daniel; Joskowicz, Leo; International Conference on Medical Image Computing and Computer-Assisted Intervention, 23rd
• Contents: Biological, Optical, Microscopic Imaging -- Channel Embedding for Informative Protein Identification from Highly Multiplexed Images -- Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization -- Automated Measurements of Key Morphological Features of Human Embryos for IVF -- A Novel Approach to Tongue Standardization and Feature Extraction -- Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising -- Attention-guided Quality Assessment for Automated Cryo-EM Grid Screening -- MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM Images -- Learning Guided Electron Microscopy with Active Acquisition -- Neuronal Subcompartment Classification and Merge Error Correction -- Microtubule Tracking in Electron Microscopy Volumes -- Leveraging Tools from Autonomous Navigation for Rapid, Robust Neuron Connectivity -- Statistical Atlas of C.elegans Neurons -- Probabilistic Segmentation and Labeling of C. elegans Neurons -- Segmenting Continuous but Sparsely-Labeled Structures in Super-Resolution Microscopy Using Perceptual Grouping -- DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging -- Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning -- Background and illumination correction for time-lapse microscopy data with correlated foreground -- Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution -- Towards Neuron Segmentation from Macaque Brain Images: A Weakly Supervised Approach -- 3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology -- DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine -- A weakly supervised deep learning approach for detecting malaria and sickle cell anemia in blood films -- Imaging Scattering Characteristics of Tissue in Transmitted Microscopy -- Attention based multiple instance learning for classification of blood cell disorders -- A generative modeling approach for interpreting population-level variability in brain structure -- Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT -- Cell Segmentation and Stain Normalization -- Boundary-assisted Region Proposal Networks for Nucleus Segmentation -- BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting -- Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning Strategy -- Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance -- A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological Datasets -- Histopathological Stain Transfer Using Style Transfer Network With Adversarial Loss -- Instance-aware Self-supervised Learning for Nuclei Segmentation -- StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification -- Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation -- Corruption-Robust Enhancement of Deep Neural Networks for Classification of Peripheral Blood Smear Images -- Multi-Field of View Aggregation and Context Encoding for Single-Stage Nucleus Recognition -- Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention -- FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology -- Histopathology Image Analysis -- Pairwise Relation Learning for Semi-supervised Gland Segmentation -- Ranking-Based Survival Prediction on Histopathological Whole-Slide Images -- Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images -- Censoring-Aware Deep Ordinal Regression for Survival Prediction from Pathological Images -- Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation -- Weakly supervised multiple instance learning histopathological tumor segmentation -- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer -- Microscopic fine-grained instance classification through deep attention -- A Deformable CRF Model for Histopathology Whole-slide Image Classification -- Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry Images -- Multiple Instance Learning with Center Embeddings for Histopathology Classification -- Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging -- Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment -- Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions -- Foveation for Segmentation of Mega-pixel Histology Images -- Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval -- Opthalmology -- GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy -- Combining Fundus Images and Fluorescein Angiography for Artery/Vein Classification Using the Hierarchical Vessel Graph Network -- Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion Fusion -- TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification -- DeepGF: Glaucoma Forecast Using Sequential Fundus Images -- Single-Shot Retinal Image Enhancement Using Deep Image Prior -- Robust Layer Segmentation against Complex Retinal Abnormalities for en face OCTA Generation -- Anterior Segment Eye Lesion Segmentation with Advanced Fusion Strategies and Auxiliary Tasks -- Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images -- Disentanglement Network for Unpsupervised Speckle Reduction of Optical Coherence Tomography Images -- Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images -- Retinal Layer Segmentation Reformulated as OCT Language Processing -- Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT -- Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences -- A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation -- Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization -- Retinal Nerve Fiber Layer Defect Detection With Position Guidance -- An Elastic Interaction Based-Loss Function for Medical Image Segmentation -- Retinal Image Segmentation with a Structure-Texture Demixing Network -- BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation -- Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network -- RVSeg-Net: an Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation-.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (842 p.)
• Subjects: 616.07/54; Diagnostic imaging -- Data processing -- Congresses; Application software; Artificial intelligence; Education -- Data processing; Optical data processing; Pattern perception; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030597221; 3030597229
• Related ISBNs: 9783030597214
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed December 2, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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