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  1. Article

    Open Access

    Machine learning techniques for diabetic macular edema (DME) classification on SD-OCT images

    Spectral domain optical coherence tomography (OCT) (SD-OCT) is most widely imaging equipment used in ophthalmology to detect diabetic macular edema (DME). Indeed, it offers an accurate visualization of the mor...

    Khaled Alsaih, Guillaume Lemaitre, Mojdeh Rastgoo… in BioMedical Engineering OnLine (2017)

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  2. No Access

    Chapter and Conference Paper

    SIFT Texture Description for Understanding Breast Ultrasound Images

    Texture is a powerful cue for describing structures that show a high degree of similarity in their image intensity patterns. This paper describes the use of Self-Invariant Feature Transform (SIFT), both as low...

    Joan Massich, Fabrice Meriaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez… in Breast Imaging (2014)

  3. No Access

    Chapter and Conference Paper

    Automatic Seed Placement for Breast Lesion Segmentation on US Images

    Breast lesion boundaries have been mostly extracted by using conventional approaches as a previous step in the development of computer-aided diagnosis systems. Among these, region growing is a frequently used ...

    Joan Massich, Fabrice Meriaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez… in Breast Imaging (2012)

  4. No Access

    Chapter and Conference Paper

    Lesion Segmentation in Breast Sonography

    Sonography is gaining popularity as an adjunct screening technique for assessing abnormalities in the breast. This is particularly true in cases where the subject has dense breast tissue, wherein widespread te...

    Joan Massich, Fabrice Meriaudeau, Elsa Pérez, Robert Martí… in Digital Mammography (2010)