[PDF][PDF] MAMMOSET: An enhanced dataset of mammograms

PH Oliveira, LC Scabora, MT Cazzolato… - Satellite Events of the …, 2017 - researchgate.net
In this paper, we present MAMMOSET, a compilation of datasets consisting of regions of
interest (ROIs) of mammograms. MAMMOSET is composed of data collected from three …

Employing domain indexes to efficiently query medical data from multiple repositories

PH Oliveira, LC Scabora, MT Cazzolato… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Content-based retrieval still remains one of the main problems with respect to controversies
and challenges in digital healthcare over big data. To properly address this problem, there is …

Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing

A Jouirou, A Baâzaoui, W Barhoumi - Pattern Recognition, 2021 - Elsevier
Abstract Content-Based Mammogram Retrieval (CBMR) methods using Multi-View
Information Fusion (MVIF) have triggered a growing interest in the last years given their …

Class-constraint similarity queries

JA de Souza, AJM Traina, S Michel - Proceedings of the 33rd Annual …, 2018 - dl.acm.org
Similarity searching is a widely applied concept on multimedia or complex data, such as
images, videos, time-series, among others. Therefore, it is important to look at the execution …

Conquering knowledge from images: improving image mining with region-based analysis and associated information

MT Cazzolato - 2019 - teses.usp.br
The popularization of social media, combined with the widespread use of smartphones and
the use of advanced equipment in hospitals and medical centers has generated single and …