This paper presents a novel convolutional neural networks (CNN)-based approach for the detection of breast cancer in invasive ductal carcinoma tissue regions using whole slide images (WSI). It has been observed that breast cancer has been a leading cause of death among women. It also remains a...
Having dense breast tissue Race and ethnicity – breast cancer is slightly more common in White women, but in women under age 40, it’s more common in Black women. Asian, Hispanic, and Native American women have a lower risk. Having your first menstrual period before age 12 ...
IDCA Infiltrating Ductal Carcinoma (breast cancer) IDCA Indian Diamond Colorstone Association (jewelry industry) IDCA Integrated Detector/Cooler Assembly (Apache helicopter system) IDCA Islamic Dawah Centre of Australia IDCA International Development Corporation Agency IDCA Indecent Displays Control Act (...
Dataset Description The original dataset consisted of 162 whole mount slide images of Breast Cancer (BCa) specimens scanned at 40x. From that, 277,524 patches of size 50 x 50 were extracted (198,738 IDC negative and 78,786 IDC positive). Each patch’s file name is of the format: u_xX...
BreastCancerAI / Tensorflow-Quantum-IDC-Classifer-2020 Star 14 Code Issues Pull requests A Quantum Neural Network built with Tensorflow Quantum and training on Breast Histopathology Images on Kaggle by Paul Mooney (Invasive Ductal Carcinoma) breast-cancer idc invasive-ductal-carcinoma tensorflow-...
Mean tumor size, as well as the percentage of cases with grade III cancer was significantly higher in the group with axillary metastasis. "Rich" expression of VEGF was documented in 40% of the cases with nodal involvement vs. 25% of the cases with nodal spare. There was no significant ...
The original dataset consisted of 162 whole mount slide images of Breast Cancer (BCa) specimens scanned at 40x. From that, 277,524 patches of size 50 x 50 were extracted (198,738 IDC negative and 78,786 IDC positive). Each patch’s file name is of the format: uxXyYclassC.png — >...
Genome instability is a hallmark of cancer. Homologous recombination deficiency (HRD) contributes significantly to the unstable genome and can be targeted by poly ADP-ribose polymerase inhibitors (PARPis). The therapeutic effect of PARPis has been acknowledged in ovarian, breast, pancreatic, and prost...
breast cancer progression[J].J Clin Pathol ,2011,121(3) : 1064-1074. [3] Zhang M ,Shoeb M ,Goswamy J,et al. Overexpression of aldehyde dehydrogenase 1A1 reduces oxidation-induced toxicity in SH-SY5Y neuroblastoma cells[J].J Neurosci Res,2010,88(3): ...
Different responses to preoperative chemotherapy for invasive lobular and invasive ductal breast carcinoma Aim: Preoperative chemotherapy (PCT) is used in primary breast cancer, to facilitate breast conservative surgery (BCS). Clinical and pathologic responses ... V.F. Cocquyt a f,P.N. Blondeel b...