Cargando…

Research on DCE-MRI Images Based on Deep Transfer Learning in Breast Cancer Adjuvant Curative Effect Prediction

Breast cancer is a serious threat to women's physical and mental health. In recent years, its incidence has been on the rise and it has become the top female malignant tumor in China. At present, adjuvant chemotherapy for breast cancer has become the standard mode of breast cancer treatment, bu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ye, Guolin, He, Suqun, Pan, Ruilin, Zhu, Lewei, Zhou, Dan, Lu, RuiLiang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890845/ https://www.ncbi.nlm.nih.gov/pubmed/35251566 http://dx.doi.org/10.1155/2022/4477099

Ejemplares similares

Retracted: Research on DCE-MRI Images Based on Deep Transfer Learning in Breast Cancer Adjuvant Curative Effect Prediction
por: Healthcare Engineering, Journal of
Publicado: (2023)

BCL11A enhances stemness and promotes progression by activating Wnt/β-catenin signaling in breast cancer
por: Zhu, Lewei, et al.
Publicado: (2019)

BI-RADS Reading of Non-Mass Lesions on DCE-MRI and Differential Diagnosis Performed by Radiomics and Deep Learning
por: Zhou, Jiejie, et al.
Publicado: (2021)

Differentiation of breast lesions on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) using deep transfer learning based on DenseNet201
por: Meng, Mingzhu, et al.
Publicado: (2022)

Comparison of Ultrafast Dynamic Contrast-Enhanced (DCE) MRI with Conventional DCE MRI in the Morphological Assessment of Malignant Breast Lesions
por: Ohashi, Akane, et al.
Publicado: (2023)

Deep learning radiomic analysis of DCE-MRI combined with clinical characteristics predicts pathological complete response to neoadjuvant chemotherapy in breast cancer
por: Li, Yuting, et al.
Publicado: (2023)

Retrospective quantification of clinical abdominal DCE-MRI using pharmacokinetics-informed deep learning: a proof-of-concept study
por: Wu, Chaowei, et al.
Publicado: (2023)

Breast MR with special focus on DW-MRI and DCE-MRI
por: Petralia, G., et al.
Publicado: (2011)

Deep Convolutional Neural Networks-Based Automatic Breast Segmentation and Mass Detection in DCE-MRI
por: Jiao, Han, et al.
Publicado: (2020)

Predictive effect of DCE-MRI and DWI in brain metastases from NSCLC
por: Ye, Chengyu, et al.
Publicado: (2021)

Assessment of cardiac RF ablation lesions by DCE-MRI
por: Vijayakumar, Sathya, et al.
Publicado: (2014)

Dependence of DCE-MRI biomarker values on analysis algorithm
por: Ng, Chaan S., et al.
Publicado: (2015)

DCE-MRI of Tumor Hypoxia and Hypoxia-Associated Aggressiveness
por: Gaustad, Jon-Vidar, et al.
Publicado: (2020)

Editorial: Use of DCE-MRI in female affecting cancers
por: Romeo, Valeria, et al.
Publicado: (2023)

Pretreatment DCE-MRI-Based Deep Learning Outperforms Radiomics Analysis in Predicting Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer
por: Peng, Yunsong, et al.
Publicado: (2022)

Integration of DCE-MRI and DW-MRI Quantitative Parameters for Breast Lesion Classification
por: Fusco, Roberta, et al.
Publicado: (2015)

A Gradient-Based Approach for Breast DCE-MRI Analysis
por: Losurdo, L., et al.
Publicado: (2018)

Habitats in DCE-MRI to Predict Clinically Significant Prostate Cancers
por: Parra, Nestor Andres, et al.
Publicado: (2019)

Understanding DCE /
por: Rosenberry, Ward
Publicado: (1992)

Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs
por: Comes, Maria Colomba, et al.
Publicado: (2021)

Machine learning for predicting breast-conserving surgery candidates after neoadjuvant chemotherapy based on DCE-MRI
por: Chen, Zhigeng, et al.
Publicado: (2023)

DCE-MRI biomarkers in the clinical evaluation of antiangiogenic and vascular disrupting agents
por: O'Connor, J P B, et al.
Publicado: (2007)

DCE-MRI and DWI Integration for Breast Lesions Assessment and Heterogeneity Quantification
por: Méndez, C. Andrés, et al.
Publicado: (2012)

Assessment of gadoxetate DCE-MRI as a biomarker of hepatobiliary transporter inhibition
por: Ulloa, Jose L, et al.
Publicado: (2013)

Automatic Detection and Quantitative DCE-MRI Scoring of Prostate Cancer Aggressiveness
por: Parra, Nestor Andres, et al.
Publicado: (2017)

Renal DCE-MRI Model Selection Using Bayesian Probability Theory
por: Beeman, Scott C., et al.
Publicado: (2015)

Robust estimation of hemo-dynamic parameters in traditional DCE-MRI models
por: Hansen, Mikkel B., et al.
Publicado: (2019)

Early Diagnosis Value of DCE-MRI Hemodynamic Parameters in Hepatocellular Carcinoma
por: Mu, Xixi, et al.
Publicado: (2022)

The clinical value of DCE-MRI for differentiating secondary laryngeal cartilage lesions
por: Yu, Jinfen, et al.
Publicado: (2023)

Data‐driven mapping of hypoxia‐related tumor heterogeneity using DCE‐MRI and OE‐MRI
por: Featherstone, Adam K., et al.
Publicado: (2017)

Diagnostic value of HR‐MRI and DCE‐MRI in unilateral middle cerebral artery inflammatory stenosis
por: Wang, Guo‐Chang, et al.
Publicado: (2020)

Acquired crizotinib-resistant pulmonary adenocarcinoma and subsequent primary gallbladder cancer: A case report
por: Zhang, Min, et al.
Publicado: (2023)

Assessing Treatment Response Through Generalized Pharmacokinetic Modeling of DCE-MRI Data
por: Kontopodis, Eleftherios, et al.
Publicado: (2015)

Landmark-based evaluation of a deformable motion correction for DCE-MRI of the liver
por: Strehlow, Jan, et al.
Publicado: (2018)

Predicting clinically significant prostate cancer using DCE-MRI habitat descriptors
por: Parra, Andres N., et al.
Publicado: (2018)

DCE-MRI Texture Features for Early Prediction of Breast Cancer Therapy Response
por: Thibault, Guillaume, et al.
Publicado: (2017)

Comparison of perfusion models for quantitative T1 weighted DCE-MRI of rectal cancer
por: Gaa, Tanja, et al.
Publicado: (2017)

Quantifying Perfusion Properties with DCE-MRI Using a Dictionary Matching Approach
por: Ghodasara, Satyam, et al.
Publicado: (2020)

Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition
por: Tirunagari, Santosh, et al.
Publicado: (2017)

Study on the Value of DCE-MRI in Differentiating Glossitis and Tongue Cancer and the Intratumour Heterogeneity
por: Liu, Fenghai, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_174tui0trv9pl43fvltu38a10t