Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3078370 ◽

2021 ◽

pp. 1-1

Author(s):

Chen Chen ◽

Yong Wang ◽

Jianwei Niu ◽

Xuefeng Liu ◽

Qingfeng Li ◽

...

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Domain Knowledge ◽

Breast Cancer Diagnosis ◽

Contrast Enhanced Ultrasound ◽

Contrast Enhanced

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Multiview multimodal network for breast cancer diagnosis in contrast-enhanced spectral mammography images

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-021-02391-4 ◽

2021 ◽

Author(s):

Jingqi Song ◽

Yuanjie Zheng ◽

Muhammad Zakir Ullah ◽

Junxia Wang ◽

Yanyun Jiang ◽

...

Keyword(s):

Breast Cancer ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Contrast Enhanced ◽

Multimodal Network

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Multiparametric MRI model with dynamic contrast-enhanced and diffusion-weighted imaging enables breast cancer diagnosis with high accuracy

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.26285 ◽

2018 ◽

Vol 49 (3) ◽

pp. 864-874 ◽

Author(s):

Michelle Zhang ◽

Joao V. Horvat ◽

Blanca Bernard-Davila ◽

Maria Adele Marino ◽

Doris Leithner ◽

...

Keyword(s):

Breast Cancer ◽

Cancer Diagnosis ◽

Diffusion Weighted Imaging ◽

Breast Cancer Diagnosis ◽

High Accuracy ◽

Multiparametric Mri ◽

Dynamic Contrast Enhanced ◽

Diffusion Weighted ◽

Contrast Enhanced ◽

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Automated Breast Cancer Diagnosis Using Deep Learning and Region of Interest Detection (BC-DROID)

Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics - ACM-BCB '17 ◽

10.1145/3107411.3107484 ◽

2017 ◽

Author(s):

Richard Platania ◽

Shayan Shams ◽

Seungwon Yang ◽

Jian Zhang ◽

Kisung Lee ◽

...

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Region Of Interest ◽

Breast Cancer Diagnosis ◽

Interest Detection

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Multi-task learning to incorporate clinical knowledge into deep learning for breast cancer diagnosis

Medical Imaging 2021: Computer-Aided Diagnosis ◽

10.1117/12.2582285 ◽

2021 ◽

Author(s):

Giacomo Nebbia ◽

Dooman Arefan ◽

Margarita Zuley ◽

Jules Sumkin ◽

Shandong Wu

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Clinical Knowledge ◽

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Density-Assessment for Breast Cancer Diagnosis Using Deep Learning on Mammographic Image: A Brief Study

10.1007/978-981-16-5078-9_27 ◽

2021 ◽

pp. 313-320

Author(s):

Shaila Chugh ◽

Sachin Goyal ◽

Anjana Pandey ◽

Sunil Joshi ◽

Mukesh Azad

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Mammographic Image ◽

Density Assessment

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Abstract P2-02-03: Multiparametric MR imaging of the breast with dynamic contrast-enhanced MR imaging, diffusion-weighted imaging and proton MR spectroscopy: Are all three parameters necessary for accurate breast cancer diagnosis?

10.1158/0008-5472.sabcs13-p2-02-03 ◽

2013 ◽

Author(s):

K Pinker-Domenig ◽

W Bogner ◽

S Gruber ◽

PC Dubsky ◽

Z Bago-Horvath ◽

...

Keyword(s):

Breast Cancer ◽

Cancer Diagnosis ◽

Mr Spectroscopy ◽

Diffusion Weighted Imaging ◽

Breast Cancer Diagnosis ◽

Proton Mr Spectroscopy ◽

Dynamic Contrast Enhanced ◽

Diffusion Weighted ◽

Contrast Enhanced

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Breast Cancer Diagnosis from Histopathological Image based on Deep Learning

2019 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2019.8833431 ◽

2019 ◽

Author(s):

Zhan Xiang ◽

Zhang Ting ◽

Feng Weiyan ◽

Lin Cong

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Histopathological Image

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Assessing heterogeneity of lesion enhancement kinetics in dynamic contrast-enhanced MRI for breast cancer diagnosis

British Journal of Radiology ◽

10.1259/bjr/50743919 ◽

2010 ◽

Vol 83 (988) ◽

pp. 296-309 ◽

Author(s):

A Karahaliou ◽

K Vassiou ◽

N S Arikidis ◽

S Skiadopoulos ◽

T Kanavou ◽

...

Keyword(s):

Breast Cancer ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Dynamic Contrast Enhanced Mri ◽

Dynamic Contrast Enhanced ◽

Enhanced Mri ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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Observer Study of a Prototype Clinical Decision Support System for Breast Cancer Diagnosis Using Dynamic Contrast-Enhanced MRI

American Journal of Roentgenology ◽

10.2214/ajr.12.8718 ◽

2013 ◽

Vol 200 (2) ◽

pp. 277-283 ◽

Author(s):

Lilla Boroczky ◽

Mark Simpson ◽

Hiroyuki Abe ◽

Jeremy Drysdale

Keyword(s):

Breast Cancer ◽

Decision Support ◽

Clinical Decision Support ◽

Cancer Diagnosis ◽

Clinical Decision Support System ◽

Breast Cancer Diagnosis ◽

Clinical Decision ◽

Dynamic Contrast Enhanced ◽

Contrast Enhanced ◽

Contrast Enhanced Mri

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A Study of Deep Learning Methods for Mitotic Cell Detection Towards Breast Cancer Diagnosis

Communications in Computer and Information Science - Advances in Computing and Data Sciences ◽

10.1007/978-981-13-9939-8_23 ◽

2019 ◽

pp. 254-263 ◽

Author(s):

S. Kaushik ◽

S. Vijaya Raghavan ◽

B. Sivaselvan

Keyword(s):

Breast Cancer ◽

Deep Learning ◽

Cancer Diagnosis ◽

Breast Cancer Diagnosis ◽

Mitotic Cell ◽

Cell Detection ◽

Learning Methods

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