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A new algorithm for massive lesion detection in mammography is presented.
An analysis in terms of receiver operating characteristic (ROC) curve was performed for massive lesion searches, achieving an area under the ROC curve of Az = 0.783 ± 0.008.
On the same day he underwent left temporal craniotomy to removal the massive lesion, after which computed tomography scanning demonstrated moderate hemorrhage and encephalomyelitis in the left temporal lobe and right frontal subdural hemorrhage.
The patient underwent exploratory laparotomy, where we found a massive lesion, well encapsulated, of elastic consistency, brown stalk, originating from the hepato-gastric ligament and we proceed with the removal of the mass "en bloc" after ligation of the vascular pedicle.
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In this paper we present the Computer-Aided Library for MAmmography (CALMA Project), i.e. an automated search for the mammograms' texture, the massive lesions and microcalcifications clusters.
Massive lesions are rather large objects to be detected, but they show up with a faint contrast slowly increasing with time.
The algorithm consists in three main steps: 1) reduction of the dimension of the image to be processed through the identification of regions of interest (roi) as candidates for massive lesions; 2) characterization of the RoI by means of suitable feature extraction; 3) pattern classification through supervised neural networks.
The model is robust to varying parameters, as well as natural events like neuronal turnover and massive lesions.
Acute necrotising myopathy of critical illness is characterised by prominent myonecrosis, with vacuolisation and phagocytosis of muscle fibres, visible on optical microscopy as sparse, diffuse, or massive lesions.
Therefore, although ESD en bloc resection, if possible, remains the treatment of choice [ 27, 28] our experience shows the feasibility of this combined ESD/EMR treatment to overcome the difficulty in dissecting central area of massive lesions, also considering the absence of neoplastic recurrence at follow-up and the post-operative complications detected.
Moreover, a massive osseous lesion existed in the posterolateral aspect of acetabulum, partially connected to the posterior column and surrounding the whole posterosuperior hip joint from the roof of the acetabulum to the intertrochanteric line.
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