Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (XXII, 249 p. 98 illus.)
Disciplina	006.3
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Bioinformatics Artificial intelligence Data mining Computers Mathematical statistics Algorithms Computational Biology/Bioinformatics Artificial Intelligence Data Mining and Knowledge Discovery Computation by Abstract Devices Probability and Statistics in Computer Science Algorithm Analysis and Problem Complexity
ISBN	3-319-67834-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNISA-996465388503316

Edizione	[1st ed. 2016.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Descrizione fisica	1 online resource (XII, 286 p. 89 illus.)
Disciplina	570.285
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Bioinformatics Artificial intelligence Data mining Computers Mathematical statistics Algorithms Computational Biology/Bioinformatics Artificial Intelligence Data Mining and Knowledge Discovery Computation by Abstract Devices Probability and Statistics in Computer Science Algorithm Analysis and Problem Complexity
ISBN	3-319-44332-1
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Computational techniques in bioinformatics -- Systems biology and medical informatics -- Cutting edge methodologies and accelerate life science discoveries -- Novel challenges with an high impact on molecular biology and translational medicine.
Record Nr.	UNINA-9910483051703321

Edizione	[1st ed. 2004.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004
Descrizione fisica	1 online resource (X, 158 p.)
Disciplina	572.8/01/51
Collana	Lecture Notes in Bioinformatics
Soggetto topico	Biochemistry Algorithms Human genetics Computer science—Mathematics Mathematical statistics Database management Biochemistry, general Algorithm Analysis and Problem Complexity Human Genetics Discrete Mathematics in Computer Science Probability and Statistics in Computer Science Database Management
ISBN	1-280-30709-9 9786610307098 3-540-24719-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Trisomic Phase Inference -- Trisomic Phase Inference -- An Overview of Combinatorial Methods for Haplotype Inference -- A Survey of Computational Methods for Determining Haplotypes -- Haplotype Inference and Its Application in Linkage Disequilibrium Mapping -- Inferring Piecewise Ancestral History from Haploid Sequences -- Haplotype Blocks in Small Populations -- Simulating a Coalescent Process with Recombination and Ascertainment -- Dynamic Programming Algorithms for Haplotype Block Partitioning and Tag SNP Selection Using Haplotype Data or Genotype Data -- Parametric Bootstrap for Assessment of Goodness of Fit of Models for Block Haplotype Structure -- A Coalescent-Based Approach for Complex Disease Mapping -- Abstracts -- Haplotyping as Perfect Phylogeny -- Exhaustive Enumeration and Bayesian Phase Inference -- How Does Choice of Polymorphism Influence Estimation of LD and Mapping? -- Haplotype Inference in Random Population Samples -- Bayesian Methods for Statistical Reconstruction of Haplotypes -- Combinatorial Approaches to Haplotype Inference -- Large Scale Recovery of Haplotypes from Genotype Data Using Imperfect Phylogeny -- Haplotype Inference and Haplotype Information -- Multi-locus Linkage Disequilibrium and Haplotype-Based Tests of Association -- The Pattern of Polymorphism on Human Chromosome 21 -- Use of a Local Approximation to the Ancestral Recombination Graph for Fine Mapping Disease Genes -- Insights into Recombination from Patterns of Linkage Disequilibrium -- Joint Bayesian Estimation of Mutation Location and Age Using Linkage Disequilibrium -- Evolutionary-Based Association Analysis Using Haplotype Data -- Inferring Piecewise Ancestral History from Haploid Sequences -- Testing for Differences in Haplotype Frequencies in Case-Control Studies -- Haplotypes, Hotspots, and a Multilocus Model for Linkage Disequilibrium -- Dynamic Programming Algorithms for Haplotype Block Partition and Applications to Association Studies -- Genome Sharing in Small Populations -- Patterns of Linkage Disequilibrium across Human Chromosomes 6, 21, AND 22 -- A Software System for Automated and Visual Analysis of Functionally Annotated Haplotypes -- Assessment of Goodness of Fit of Models for Block Haplotype Structure.
Record Nr.	UNISA-996465537503316

Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (XVII, 347 p. 135 illus.)
Disciplina	617.7
Collana	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico	Optical data processing Artificial intelligence Arithmetic and logic units, Computer Mathematical statistics Pattern recognition Image Processing and Computer Vision Artificial Intelligence Arithmetic and Logic Structures Probability and Statistics in Computer Science Pattern Recognition
ISBN	3-030-00949-1
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Improving Accuracy of Nuclei Segmentation by Reducing Histological Image Variability -- Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images -- Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network -- Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image -- Accurate 3D reconstruction of a whole pancreatic cancer tumor from pathology images with different stains -- Role of Task Complexity and Training in Crowdsourced Image Annotation -- Capturing global spatial context for accurate cell classification in skin cancer histology -- Exploiting Multiple Color Representations to Improve Colon Cancer Detection in Whole Slide H&E Stains -- Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection -- Evaluating Out-of-the-box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow -- DeepCerv: Deep neural network for segmentation free robust cervical cell classification -- Whole slide image registration for the study of tumor heterogeneity -- Modality Conversion from Pathological Image to Ultrasonic Image Using Convolutional Neural Network -- Structure instance segmentation in renal tissue: a case study on tubular immune cell detection -- Cellular Community Detection for Tissue Phenotyping in Histology Images -- Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning -- Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images -- Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content -- Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images -- Ocular Structures Segmentation from Multi-sequences MRI using 3D Unet with Fully Connected CRFs -- Classification of Findings with Localized Lesions in Fundoscopic Images using a Regionally Guided CNN -- Segmentation of Corneal Nerves Using a U-Net-based Convolutional Neural Network -- Automatic Pigmentation Grading of the Trabecular Meshwork in Gonioscopic Images -- Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images -- Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming -- Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning -- cGAN-based lacquer cracks segmentation in ICGA image -- Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks -- Fundus Image Quality-guided Diabetic Retinopathy Grading -- DeepDisc: Optic Disc Segmentation based on Atrous Convolution and Spatial Pyramid Pooling -- Large-scale Left and Right Eye Classification in Retinal Images -- Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images -- Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography -- Visual Field based Automatic Diagnosis of Glaucoma Using Deep Convolutional Neural Network -- Towards standardization of retinal vascular measurements: on the effect of image centering -- Feasibility study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2 -- Segmentation of retinal layers in OCT images of the mouse eye utilizing polarization contrast -- Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation -- 2D Modeling and Correction of Fan-beam Scan Geometry in OCT -- A Bottom-up Saliency Estimation Approach for Neonatal Retinal Images.
Record Nr.	UNINA-9910349405203321

Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (233 pages)
Disciplina	004.24
Collana	Lecture Notes in Computer Science
Soggetto topico	Data protection Computer science—Mathematics Mathematical statistics Computer networks Computers, Special purpose Computer systems Application software Data and Information Security Probability and Statistics in Computer Science Computer Communication Networks Special Purpose and Application-Based Systems Computer System Implementation Computer and Information Systems Applications
ISBN	3-031-25049-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Robustness analysis -- Applications -- Stochastic modelling -- Machine learning -- Edge-cloud computing -- Modelling paradigms and tools.
Record Nr.	UNINA-9910647385303321