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Document type

Bachelor thesis

Publication date

2023-01-20

Publication license

memòria: cc-nc-nd (c) Àngela Serrano Sánchez, 2023
Please use this identifier to cite or link to this item: https://hdl.handle.net/2445/200000

Anàlisi de sensor de profunditat pel seu ús durant l’adquisició de mamografies

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Abstract

[en] Cancer, together with cardiovascular diseases, are the leading causes of death worldwide. In 2020, breast cancer became the most commonly diagnosed cancer in the world. This disease is mainly diagnosed by imaging techniques such as mammography, but one of the main limitations of this technique is that the compression of the breast, which is necessary to carry it out, often causes discomfort to patients. In addition, there is misinformation about how breast volume and other measures related to this feature can be directly related to breast cancer suffering. This is because the machines used to take breast measurements are generally very expensive and, in practice, these measurements are taken with inaccurate tools such as tape or calipers. But less than ten years ago, with the advent of Microsoft’s Kinect device, studies have emerged that have explored the feasibility of measuring breast volume with this cheaper, simpler and potentially more accurate technology. Using a Pico Flexx camera with characteristics very similar to those of the Kinect, I captured an object in three dimensions with a depth image that I processed to obtain a reconstruction of its surface. I then compared the resulting measurements with the original object to assess the accuracy of the device and demonstrate whether it can be used to take measurements of the breast in a clinical setting.

Description

Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2023, Director: Oliver Díaz

Subject

Càncer de mama, Diagnòstic per la imatge, Programari, Treballs de fi de grau, Visualització tridimensional, Visió per ordinador

Subject (English)

Breast cancer, Diagnostic imaging, Computer software, Three-dimensional display systems, Computer vision, Bachelor's theses

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Treballs Finals de Grau (TFG) - Enginyeria Informàtica
Programari - Treballs de l'alumnat

Citation

SERRANO SÁNCHEZ, Àngela. Anàlisi de sensor de profunditat pel seu ús durant l’adquisició de mamografies. [consulted: 18 of August of 2026]. Available at: https://hdl.handle.net/2445/200000

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