Browsing Bioinformatics and Computational Biology Group by Author "Suykens, Johan A. K."

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  • Devos, Andy; Van Huffel, Sabine; Lu, Chuan; Suykens, Johan A. K.; Arus, Carles (2007-05)
    This work investigates variable selection and classification for biomedical datasets with a small sample size and a very high input dimension. The sequential sparse Bayesian learning methods with linear bases are used as ...
  • Van Calster, Ben; Timmerman, Dirk; Lu, Chuan; Suykens, Johan A. K.; Valentin, Lil; Van Holsbeke, Caroline; Amant, Frédéric; Vergote, Ignace; Van Huffel, Sabine (2007-05)
    Objectives To develop flexible classifiers that predict malignancy in adnexal masses using a large database from nine centers. Methods The database consisted of 1066 patients with at least one persistent adnexal mass for ...

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