Multiple Instance Learning Using 3D Features for Melanoma Detection

Author:

Pereira Pedro M. M.1ORCID,Thomaz Lucas A.1ORCID,Tavora Luis M. N.1ORCID,Assuncao Pedro A. A.1ORCID,Fonseca-Pinto Rui1,Paiva Rui Pedro2ORCID,Faria Sergio M. M.1ORCID

Affiliation:

1. Instituto de Telecomunicações, Morro do Lena—Alto do Vieiro, Leiria, Portugal

2. Department of Informatics Engineering, Centre for Informatics and Systems, University of Coimbra, Pinhal de Marrocos, Coimbra, Portugal

Funder

Fundação para a Ciência e a Tecnologia (FCT), Portugal, through Ph.D. work

Programa Operacional Regional do Centro, PlenoISLA

FCT/MCTES through National Funds through the European Union (EU) Funds

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference65 articles.

1. A Color and Texture Based Hierarchical K-NN Approach to the Classification of Non-melanoma Skin Lesions

2. PH2—A dermoscopic image database for research and benchmarking;mendonça;Proc Int Conf IEEE Eng Med Biol Soc,2013

3. UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification

4. Iterative single data algorithm for training kernel machines from huge data sets: Theory and performance;kecman;Support Vector Machines Theory and Applications,2005

5. Multiple-instance learning for natural scene classification;maron;Proc Int Conf Mach Learn,1998

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