Fuzzy ensemble of deep learning models using choquet fuzzy integral, coalition game and information theory for breast cancer histology classification

Medical image classification using synergic deep learning

(2019) Jianpeng Zhang et al.   MEDICAL IMAGE ANALYSIS

EMS-Net: Ensemble of Multiscale Convolutional Neural Networks for Classification of Breast Cancer Histology Images

(2019) Zhanbo Yang et al.   NEUROCOMPUTING

Learning fuzzy measures from data: Simplifications and optimisation strategies

(2019) Gleb Beliakov et al.   INFORMATION SCIENCES

BACH: Grand challenge on breast cancer histology images

(2019) Guilherme Aresta et al.   MEDICAL IMAGE ANALYSIS

Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images

(2019) Heechan Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions

(2019) Graçaliz Pereira Dimuro et al.   Information Fusion

A Generalization of the Choquet Integral Defined in Terms of the Möbius Transform

(2019) Javier Fernandez et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification

(2018) Mugahed A. Al-antari et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Opportunities and obstacles for deep learning in biology and medicine

(2018) Travers Ching et al.   Journal of the Royal Society Interface

Digital image analysis in breast pathology—from image processing techniques to artificial intelligence

(2018) Stephanie Robertson et al.   Translational Research

Patch-based system for Classification of Breast Histology images using deep learning

(2018) Kaushiki Roy et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Deep learning in medical imaging and radiation therapy

(2018) Berkman Sahiner et al.   MEDICAL PHYSICS

k -maxitive fuzzy measures: A scalable approach to model interactions

(2017) Javier Murillo et al.   FUZZY SETS AND SYSTEMS

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

(2017) Yue Deng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems

(2017) Giancarlo Lucca et al.   KNOWLEDGE-BASED SYSTEMS

Capacities and overlap indexes with an application in fuzzy rule-based classification systems

(2016) D. Paternain et al.   FUZZY SETS AND SYSTEMS

Biological image classification using rough-fuzzy artificial neural network

(2015) Carlos Affonso et al.   EXPERT SYSTEMS WITH APPLICATIONS

Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens

(2015) Joann G. Elmore et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Revised HLMS: A useful algorithm for fuzzy measure identification

(2013) Javier Murillo et al.   Information Fusion

Genetic Algorithm Optimization for Determining Fuzzy Measures from Fuzzy Data

(2013) Chen Li et al.   Journal of Applied Mathematics

Learning monotone nonlinear models using the Choquet integral

(2012) Ali Fallah Tehrani et al.   MACHINE LEARNING

Feature evaluation and selection with cooperative game theory

(2012) Xin Sun et al.   PATTERN RECOGNITION