Also referred to as extra-nodal RDD, these may mimic other diseases in these organs.MethodsA postmenopausal lady was referred to us for breast biopsy from another centre. PET CT images taken already were concerning for metastatic breast malignancy.ResultsRosai–Dorfman disease was diagnosed on ...
Automated breast cancer multi-classification from histopathological images plays a key role in computer-aided breast cancer diagnosis or prognosis. Breast cancer multi-classification is to identify subordinate classes of breast cancer (Ductal carcinoma, Fibroadenoma, Lobular carcinoma, etc.). However, breas...
Breast cancer is a common malignancy and a leading cause of cancer-related deaths in women worldwide. Its early diagnosis can significantly reduce the morbidity and mortality rates in women. To this end, histopathological diagnosis is usually followed as
To test the utility of SEQUOIA for clinical decision making, Gevaert and his colleagues identified breast cancer genes that the model could accurately predict the expression of and that are already used in commercial breast cancer genomic tests. (The Food ...
Once the axis position is known, localization of the electrode tip is performed. The method was tested on simulated images, on ultrasound images of a tissue mimicking phantom containing a metallic electrode, and on real ultrasound images from breast biopsy. The results indicate that the algorithm ...
Deep learning-based computer-aided diagnosis (CAD) has been gaining popularity for analyzing histopathological images. However, there has been limited work that addresses the problem of accurately...关键词: Convolutional Neural Networks Image classification Histopathology Breast cancer Hierarchical loss DOI...
Computer-Aided Diagnosis for Breast Tumor Classification Using Microscopic Images of Fine Needle BiopsyComputer-aided diagnosisBreast cancer... M Kowal - Springer Berlin Heidelberg 被引量: 1发表: 2014年 Deep Learning-Based Classification of Pancreatic Adenocarcinoma from Fine Needle Aspiration/Biopsy Micros...
TABLE II: Quantitative comparison of different methods on the Breast Biopsy dataset. Dense Multi- IA- Single resolution Multiple resolution Conn. Dec. RCU # Params F1 mIOU PA # Params F1 mIOU PA Plain Enc-Dec [6] 12.80 M 0.507 0.376 0.575 25.61 M 0.513 0.381 0.593 Residual Enc-Dec [15]...
69 were benign cases and 69 were malignant. all the breast tumors were hispathologically proven by fine-needle aspiration biopsy or core needle biopsy. benign cases include fibroadenoma, adenosis and intraduct papilloma; whereas malignant cases include invasive carcinoma, ductal carcinoma in situ, int...
Firstly, the retrospective nature of our study and the reliance on surgical resection samples raise concerns about the generalizability of PathoSig for extensive stage cases, which mostly rely on biopsies. Further validation using biopsy tissue samples is necessary to establish the validity of our ...