Thesis

thesis-Gerard-Pons

Computer-aided lesion detection and segmentation on breast ultrasound

Doctoral thesis “Computer-aided lesion detection and segmentation on breast ultrasound”   By Gerard Pons Rodríguez. Supervised by Joan Martí Bonmatí, Robert Martí Marly.   Abstract This thesis deals with the detection, segmentation and classification of lesions on sonography. The contribution of the thesis is the development of a new Computer-Aided Diagnosis (CAD) framework capable of detecting, segmenting, and classifying breast abnormalities on sonography automatically. Firstly, an adaption of a generic…