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Mining biomedical images with density-based clustering

    https://utsouthwestern.pure.elsevier.com/en/publications/mining-biomedical-images-with-density-based-clustering
    In this work we adapt a density-based clustering algorithm, DBSCAN, to a new problem domain: Identification of homogenous color regions in biomedical images. Examples of …

Mining Biomedical Images with Density-based …

    https://citeseer.ist.psu.edu/viewdoc/download?doi=10.1.1.68.2719&rep=rep1&type=pdf
    to a novel domain: Biomedical image data mining. In particular, we explore whether a specific density-based spatial clustering method, DBSCAN, can be adapted to solve …

Mining biomedical images with density-based clustering

    https://www.researchgate.net/publication/4141440_Mining_biomedical_images_with_density-based_clustering
    The DBSCAN (Density-Based Spatial Clustering of Applications with Noise) algorithm, as its acronym implies, is a density-based clustering algorithm [2]. It is …

Mining Biomedical Images with Density-Based Clustering

    https://dl.acm.org/doi/10.1109/ITCC.2005.196
    Home Browse by Title Proceedings ITCC '05 Mining Biomedical Images with Density-Based Clustering. Article . Free Access. Share on. Mining Biomedical Images with …

Mining biomedical images with density-based clustering

    https://www.semanticscholar.org/paper/Mining-biomedical-images-with-density-based-Celebi-Aslandogan/b1948c68dbac179fd9b741d7c65c9f0e03a269a2
    An unsupervised approach to segmentation of pigmented skin lesion images based on DBSCAN clustering algorithm is presented and the Kappa coefficient, a statistical …

Application of a density based clustering technique on …

    https://www.sciencedirect.com/science/article/pii/S1568494618305295
    An existing ensemble clustering technique called complementary ensemble clustering (CEC) combines clustering results of multiple runs of K-Means and is applied …

CiteSeerX — Mining biomedical images with density …

    https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.68.2719&q=A%20new%20approach%20to%20the%20nearest-neighbour%20method%20to%20discover%20cluster%20features%20in%20overlaid%20spatial%20point%20processes.
    CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Density-based clustering algorithms have recently gained popularity in the data mining field due …

Mining Biomedical Images with Density-Based Clustering

    https://www.computer.org/csdl/proceedings-article/itcc/2005/231510163/12OmNqzLHQu
    Density-based clustering algorithms have recently gained popularity in the data mining field due to their ability to discover arbitrary shaped clusters while preserving spatial …

(PDF) Application of a density based clustering …

    https://www.researchgate.net/publication/327607454_Application_of_a_density_based_clustering_technique_on_biomedical_datasets
    In this paper, we aim to evaluate the performance of a density based K-Means clustering technique called DenClust on biomedical datasets. DenClust …



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