Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images

• José Martínez-Más ,

  Contributed equally to this work with: José Martínez-Más, Andrés Bueno-Crespo, Manuel Remezal-Solano, Juan-Pedro Martínez-Cendán

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Project administration, Validation, Visualization, Writing – original draft

  * E-mail: jmartinezmas@sego.es

  Affiliations Department of Obstetrics and Gynecology, Virgen de la Arrixaca University Clinic Hospital, Murcia, Spain, Health Sciences PhD program, Universidad Católica de Murcia UCAM, Murcia, Spain

  http://orcid.org/0000-0002-8506-9933

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• Andrés Bueno-Crespo ,

  Contributed equally to this work with: José Martínez-Más, Andrés Bueno-Crespo, Manuel Remezal-Solano, Juan-Pedro Martínez-Cendán

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Computer Science, Catholic University of Murcia (UCAM), Murcia, Spain

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• Shan Khazendar ,

  Roles Data curation, Resources, Supervision

  ¶‡These authors contributed equally to this work.

  Affiliation Department of Administration and Economics, University of Sulaimani, Kurdistan, Iraq

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• Manuel Remezal-Solano ,

  Contributed equally to this work with: José Martínez-Más, Andrés Bueno-Crespo, Manuel Remezal-Solano, Juan-Pedro Martínez-Cendán

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliations Department of Obstetrics and Gynecology, Virgen de la Arrixaca University Clinic Hospital, Murcia, Spain, Department of Medicine; Obstetrics and Gynecology, Catholic University of Murcia (UCAM), Murcia, Spain

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• Juan-Pedro Martínez-Cendán ,

  Contributed equally to this work with: José Martínez-Más, Andrés Bueno-Crespo, Manuel Remezal-Solano, Juan-Pedro Martínez-Cendán

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliations Department of Medicine; Obstetrics and Gynecology, Catholic University of Murcia (UCAM), Murcia, Spain, Department of Obstetrics and Gynecology, Santa Lucía University General Hospital, Cartagena, Spain

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• Sabah Jassim ,

  Roles Data curation, Resources, Supervision, Writing – review & editing

  ¶‡These authors contributed equally to this work.

  Affiliation Department of Applied Computing, Buckingham University, Buckingham, United Kingdom

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• Hongbo Du ,

  Roles Data curation, Resources, Supervision, Writing – review & editing

  ¶‡These authors contributed equally to this work.

  Affiliation Department of Applied Computing, Buckingham University, Buckingham, United Kingdom

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• Hisham Al Assam ,

  Roles Data curation, Resources, Supervision, Writing – review & editing

  ¶‡These authors contributed equally to this work.

  Affiliation Department of Applied Computing, Buckingham University, Buckingham, United Kingdom

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• Tom Bourne ,

  Roles Data curation, Resources, Supervision, Writing – review & editing

  ¶‡These authors contributed equally to this work.

  Affiliations Department of Cancer and Surgery, Queen Charlotte’s and Chelsea Hospital, Imperial College, London, United Kingdom, Department of Development and Regeneration; Obstetrics and Gynecology, University Hospitals KU Leuven, Leuven, Belgium

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• Dirk Timmerman

  Roles Data curation, Resources, Supervision, Writing – review & editing

  ¶‡These authors contributed equally to this work.

  Affiliation Department of Development and Regeneration; Obstetrics and Gynecology, University Hospitals KU Leuven, Leuven, Belgium

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