AIMC Topic: Carcinoma, Ductal, Breast

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CNN-based deep learning approach for classification of invasive ductal and metastasis types of breast carcinoma.

Cancer medicine Aug 1, 2024
OBJECTIVE: Breast cancer is one of the leading cancer causes among women worldwide. It can be classified as invasive ductal carcinoma (IDC) or metastatic cancer. Early detection of breast cancer is challenging due to the lack of early warning signs. ...
Humans Neural Networks, Computer Deep Learning Neoplasm Metastasis Carcinoma, Ductal, Breast Female Breast Neoplasms
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Radiomic Machine Learning in Invasive Ductal Breast Cancer: Prediction of Ki-67 Expression Level Based on Radiomics of DCE-MRI.

Technology in cancer research & treatment Jan 1, 2024
PURPOSE: Our study aimed to investigate the potential of radiomics with DCE-MRI for predicting Ki-67 expression in invasive ductal breast cancer.
Carcinoma, Ductal, Breast Ki-67 Antigen ROC Curve Magnetic Resonance Imaging Area Under Curve Image Interpretation, Computer-Assisted Biomarkers, Tumor Middle Aged Breast Neoplasms Radiomics Humans Machine Learning Female Aged Adult Prognosis Retrospective Studies
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Ultrasonographic morphological characteristics determined using a deep learning-based computer-aided diagnostic system of breast cancer.

Medicine Jan 21, 2022
To investigate the correlations between ultrasonographic morphological characteristics quantitatively assessed using a deep learning-based computer-aided diagnostic system (DL-CAD) and histopathologic features of breast cancer.This retrospective stud...
Ultrasonography Carcinoma, Ductal, Breast Adult Breast Neoplasms Middle Aged Deep Learning Aged Aged, 80 and over Retrospective Studies Female Humans Computers
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Computer-assisted Diagnosis of Breast Cancer by Cell Network Matrix Extraction and Multilayer Perceptron Analysis.

Annals of clinical and laboratory science Mar 1, 2020
OBJECTIVE: Diagnosis of breast cancer is based on identification of various morphologic features by histopathologic examination of the specimen. Ancillary immunohistochemical and molecular analyses provide additional information that is prognostic an...
Neural Networks, Computer Computer Simulation Prognosis Female Humans Carcinoma, Ductal, Breast Sclerosis Adenofibroma ROC Curve Image Processing, Computer-Assisted Breast Neoplasms Diagnosis, Computer-Assisted
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[A Case of Breast Cancer Liver Metastases with Jaundice Responding to Chemotherapy].

Gan to kagaku ryoho. Cancer & chemotherapy Dec 1, 2019
A 50-year-old woman was referred to our hospital due to breast cancer with multiple liver metastasis diagnosed by CT scan. Laboratory findings showed liver dysfunction(T-Bil 7.6mg/dL)with marked elevation of tumor markers(CEA 727.9 ng/mL). Breast tum...
Jaundice Liver Neoplasms Antineoplastic Combined Chemotherapy Protocols Paclitaxel Breast Neoplasms Carcinoma, Ductal, Breast Humans Middle Aged Female
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Volumetric analysis of breast cancer tissues using machine learning and swept-source optical coherence tomography.

Applied optics Feb 10, 2019
In breast cancer, 20%-30% of cases require a second surgery because of incomplete excision of malignant tissues. Therefore, to avoid the risk of recurrence, accurate detection of the cancer margin by the clinician or surgeons needs some assistance. I...
Carcinoma, Ductal, Breast Support Vector Machine Tomography, Optical Coherence Machine Learning Algorithms Humans Breast Neoplasms Image Processing, Computer-Assisted Female Reproducibility of Results
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