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Citations

18

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Analysis of institutional authors

Béliz-Osorio NCorresponding AuthorCrespo JAuthorAzpiazu JAuthor

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June 16, 2019
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Proceedings Paper
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Cytology imaging segmentation using the locally constrained watershed transform

Publicated to: Syntactic ASP Forgetting with Forks. 6671 LNCS 429-438 - 2011-07-18 6671 LNCS(), DOI: 10.1007/978-3-642-21569-8_37

Authors:

Béliz-Osorio N; Crespo J; García-Rojo M; Muñoz A; Azpiazu J
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Affiliations

Hospital General de Ciudad Real - Author
Universidad Autonoma de Madrid, Facultad de Medicina - Author
Universidad Politécnica de Madrid - Author
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Abstract

The segmentation of medical images poses a great challenge in the area of image processing and analysis due mainly to noise, complex background, fuzzy and overlapping objects, and non-homogeneous gradients. This work uses the so-called locally constrained watershed transform introduced by Beare [1] to address these problems. The shape constraints introduced by this type of flexible watershed transformation permit to successfully segment and separate regions of interest. This type of watershed offers an alternative to other methods (such as distance function flooding) for particle extraction in medical imaging segmentation applications, where particle overlapping is quite common. Cytology images have been used for the experimental results. © 2011 Springer-Verlag.
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Keywords

CytologyImage analysisImage segmentationLocally constrained watershed transformMedical imagesWatershed

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-11:

  • Scopus: 18
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-11:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 4.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 4 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 18.
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (BELIZ OSORIO, NICHOLAS BENJAMIN) and Last Author (AZPIAZU CUENCA, JAVIER SALVADOR).

the author responsible for correspondence tasks has been BELIZ OSORIO, NICHOLAS BENJAMIN.

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