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MARRÓN-ESQUIVEL , José M.

Last name: MARRÓN-ESQUIVEL

First name: José M.

October 23, 2024 (v1)

Publication

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Study and analysis of the heterogeneity of a prostate cancer dataset: first steps on the release of a multicenter strongly-annotated dataset

Marrón-Esquivel, José M. Durán López, Lourdes Domínguez Morales, Juan Pedro

Prostate cancer (PCa) is a prevalent and deadly disease, necessitating advancements in diagnostic approaches with the advent of clinical digitization. This shift involves the application of Deep Learning and Convolution Neural Networks for automated PCa diagnosis through image processing. The Gleason scale is pivotal in assessing PCa...

Uploaded on: October 24, 2024
July 7, 2023 (v1)

Publication

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A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer

Marrón-Esquivel, José M. Durán López, Lourdes Linares Barranco, Alejandro

Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern advances in medicine, its mortality has been considerably reduced. However, it is still a leading type of cancer in terms of deaths.The diagnosis of prostate cancer is mainly conducted by biopsy test. From this test, Whole...

Uploaded on: July 8, 2023