Cargando…

Augmenting Multi-Instance Multilabel Learning with Sparse Bayesian Models for Skin Biopsy Image Analysis

Skin biopsy images can reveal causes and severity of many skin diseases, which is a significant complement for skin surface inspection. Automatic annotation of skin biopsy image is an important problem for increasing efficiency and reducing the subjectiveness in diagnosis. However it is challenging...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Gang, Yin, Jian, Su, Xiangyang, Huang, Yongjing, Lao, Yingrong, Liang, Zhaohui, Ou, Shanxing, Zhang, Honglai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi Publishing Corporation 2014
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3997873/ https://www.ncbi.nlm.nih.gov/pubmed/24860817 http://dx.doi.org/10.1155/2014/305629

Ejemplares similares

Automated skin biopsy histopathological image annotation using multi-instance representation and learning
por: Zhang, Gang, et al.
Publicado: (2013)

Multi-Instance Multilabel Learning with Weak-Label for Predicting Protein Function in Electricigens
por: Wu, Jian-Sheng, et al.
Publicado: (2015)

A Pipeline Defect Instance Segmentation System Based on SparseInst
por: Wang, Niannian, et al.
Publicado: (2023)

Sparse Representation Based Multi-Instance Learning for Breast Ultrasound Image Classification
por: Bing, Lu, et al.
Publicado: (2017)

ESAMask: Real-Time Instance Segmentation Fused with Efficient Sparse Attention
por: Zhang, Qian, et al.
Publicado: (2023)

An Ensemble Multilabel Classification for Disease Risk Prediction
por: Li, Runzhi, et al.
Publicado: (2017)

Multilabel classification: problem analysis, metrics and techniques
por: Charte, Francisco, et al.
Publicado: (2016)

Automated multilabel diagnosis on electrocardiographic images and signals
por: Sangha, Veer, et al.
Publicado: (2022)

Prescription Function Prediction Using Topic Model and Multilabel Classifiers
por: Wang, Lidong, et al.
Publicado: (2017)

MultiP-Apo: A Multilabel Predictor for Identifying Subcellular Locations of Apoptosis Proteins
por: Wang, Xiao, et al.
Publicado: (2017)

Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification
por: Yildirim, Batuhan, et al.
Publicado: (2021)

Multilabel Image Annotation Based on Double-Layer PLSA Model
por: Zhang, Jing, et al.
Publicado: (2014)

Multilabel Per-Pixel Quantitation in Mass Spectrometry Imaging
por: Dewez, Frédéric, et al.
Publicado: (2020)

Detection and Recognition of Pollen Grains in Multilabel Microscopic Images
por: Kubera, Elżbieta, et al.
Publicado: (2022)

Imbalanced classification for protein subcellular localization with multilabel oversampling
por: Rana, Priyanka, et al.
Publicado: (2022)

Sparse Aperture InISAR Imaging via Sequential Multiple Sparse Bayesian Learning
por: Zhang, Shuanghui, et al.
Publicado: (2017)

A Variable Precision Attribute Reduction Approach in Multilabel Decision Tables
por: Li, Hua, et al.
Publicado: (2014)

Deep Multilabel Multilingual Document Learning for Cross-Lingual Document Retrieval
por: Feng, Kai, et al.
Publicado: (2022)

Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net
por: Nofallah, Shima, et al.
Publicado: (2022)

Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
por: Huang, Guan-Hua, et al.
Publicado: (2022)

A Microcosmic Syndrome Differentiation Model for Metabolic Syndrome with Multilabel Learning
por: Xia, Shujie, et al.
Publicado: (2020)

Multiple instance neural networks based on sparse attention for cancer detection using T-cell receptor sequences
por: Kim, Younghoon, et al.
Publicado: (2022)

On Multilabel Classification Methods of Incompletely Labeled Biomedical Text Data
por: Kolesov, Anton, et al.
Publicado: (2014)

Enhanced Cancer Theranostics with Self-Assembled, Multilabeled siRNAs
por: Kozuch, Stephen D., et al.
Publicado: (2018)

Multilabel user classification using the community structure of online networks
por: Rizos, Georgios, et al.
Publicado: (2017)

A catalogue with semantic annotations makes multilabel datasets FAIR
por: Kostovska, Ana, et al.
Publicado: (2022)

Boosting Multilabel Semantic Segmentation for Somata and Vessels in Mouse Brain
por: Wu, Xinglong, et al.
Publicado: (2021)

Multi-Population Genetic Algorithm for Multilabel Feature Selection Based on Label Complementary Communication
por: Park, Jaegyun, et al.
Publicado: (2020)

Bayesian inference on quasi-sparse count data
por: Datta, Jyotishka, et al.
Publicado: (2016)

Sparse bayesian learning for genomic selection in yeast
por: Ayat, Maryam, et al.
Publicado: (2022)

Improved functional prediction of proteins by learning kernel combinations in multilabel settings
por: Roth, Volker, et al.
Publicado: (2007)

Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law
por: Salaün, Olivier, et al.
Publicado: (2020)

Ensemble of Multiple Classifiers for Multilabel Classification of Plant Protein Subcellular Localization
por: Wattanapornprom, Warin, et al.
Publicado: (2021)

Multilabel Classification Methods for Human Activity Recognition: A Comparison of Algorithms
por: Lentzas, Athanasios, et al.
Publicado: (2022)

A Neighborhood Model with Both Distance and Quantity Constraints for Multilabel Data
por: Jiang, Xiaoli, et al.
Publicado: (2022)

Cancer Type Classification in Liquid Biopsies Based on Sparse Mutational Profiles Enabled through Data Augmentation and Integration
por: Danyi, Alexandra, et al.
Publicado: (2021)

CM-supplement network model for reducing the memory consumption during multilabel image annotation
por: Cao, Jianfang, et al.
Publicado: (2020)

Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance
por: Wang, Limin, et al.
Publicado: (2019)

The Comparative Experimental Study of Multilabel Classification for Diagnosis Assistant Based on Chinese Obstetric EMRs
por: Zhang, Kunli, et al.
Publicado: (2018)

WS-RCNN: Learning to Score Proposals for Weakly Supervised Instance Segmentation
por: Ou, Jia-Rong, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_grpfllbem7m85tdcl9k8q8kqs8