Mammographic case base applied for supporting image diagnosis of breast lesion

2006 ◽  
Vol 30 (1) ◽  
pp. 93-108 ◽  
Author(s):  
S HUNG ◽  
C CHEN
Keyword(s):  
Breast Lesion ◽  
Image Diagnosis ◽  
Case Base

Attention-based Full Slice Brain CT Image Diagnosis with Explanations

2021 ◽  
Author(s):  
Guanghui Fu ◽  
Jianqiang Li ◽  
Ruiqian Wang ◽  
Yue Ma ◽  
Yueda Chen
Keyword(s):  
Ct Image ◽  
Brain Ct ◽  
Image Diagnosis

scholarly journals Applying a random projection algorithm to optimize machine learning model for breast lesion classification

2021 ◽  
pp. 1-1
Author(s):  
Morteza Heidari ◽  
Sivaramakrishnan Lakshmivarahan ◽  
Seyedehnafiseh Mirniaharikandehei ◽  
Gopichandh Danala ◽  
Sai Kiran R. Maryada ◽  
...  
Keyword(s):  
Machine Learning ◽  
Breast Lesion ◽  
Random Projection ◽  
Learning Model ◽  
Projection Algorithm ◽  
Machine Learning Model ◽  
Lesion Classification

Lactotransferrin-Related Breast Amyloidosis: Report of a First Case

2021 ◽  
pp. 106689692110160
Author(s):  
Mingfei Yan ◽  
Mark Rodgers ◽  
Aparna Harbhajanka ◽  
Hannah Gilmore
Keyword(s):  
Breast Lesion ◽  
Hematologic Malignancy ◽  
Genetic Disorders ◽  
Rare Condition ◽  
Myoepithelial Cells ◽  
Hematological Disorders ◽  
First Case ◽  
Benign Nature ◽  
Extensive Involvement

Breast amyloidosis is a rare condition which is mostly associated with hematological disorders or hereditary genetic disorders. Imaging findings of breast amyloidosis can mimic malignancy, which often leads to biopsy or excision of the lesion. Here, we presented a case of localized lactotransferrin-related breast amyloidosis in an elderly female patient. Histologic examination revealed extensive involvement of breast lobules by amorphous amyloid materials, with attenuation of lobular structures and prominent calcifications. Positive immunostains for myoepithelial cells helped to exclude the possibility of invasive carcinoma. The patient had no hematologic malignancy besides immunoglobulin G lambda monoclonal gammopathy of undetermined significance. Mass spectrometry of the breast amyloid identified lactotransferrin and no immunoglobulin or its light chain. On follow-up, the patient showed no recurrence of the breast lesion after local excision nor showed other systematic comorbidities, indicating the benign nature of the lesion. This first report of lactotransferrin-related amyloidosis may represent a special type of localized breast amyloidosis that has no correlation with systematic disorders.

Automatic whole slide pathology image diagnosis framework via unit stochastic selection and attention fusion

2021 ◽  
Author(s):  
Pingjun Chen ◽  
Yun Liang ◽  
Xiaoshuang Shi ◽  
Lin Yang ◽  
Paul Gader
Keyword(s):  
Image Diagnosis ◽  
Stochastic Selection ◽  
Pathology Image

scholarly journals Spatially localized sparse representations for breast lesion characterization

2020 ◽  
Vol 123 ◽  
pp. 103914
Author(s):  
Keni Zheng ◽  
Chelsea Harris ◽  
Predrag Bakic ◽  
Sokratis Makrogiannis
Keyword(s):  
Breast Lesion ◽  
Sparse Representations ◽  
Lesion Characterization
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