Identifying radiogenomic associations of breast cancer based on DCE‐MRI by using Siamese Neural Network with manufacturer bias normalization
Fuente:
Wiley Open Access
Saved in:
| Main Authors: | Junhua Chen, Haiyan Zeng, Yanyan Cheng, Banghua Yang |
|---|---|
| Format: | Artículo Open Access |
| Published: |
Wiley
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
mpMRI‐based MGMT methylation status prediction for glioblastoma through off‐the‐shelf deep features: A multi‐dataset feasibility study
by: Junhua Chen, et al.
Published: (2025)
by: Junhua Chen, et al.
Published: (2025)
DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI
by: Cohen, Ouri, et al.
Published: (2024)
by: Cohen, Ouri, et al.
Published: (2024)
K‐means clustering‐based analysis of quantitative ultrafast DCE‐MRI for predicting breast cancer response to neoadjuvant chemotherapy
by: Zhen Ren, et al.
Published: (2025)
by: Zhen Ren, et al.
Published: (2025)
A novel method for pharmacokinetic parameters quantification in DCE‐MRI: Application in prostate cancer
by: Jhonalbert Aponte, et al.
Published: (2026)
by: Jhonalbert Aponte, et al.
Published: (2026)
Correction to “Pixel‐level transformer GAN for enhanced parametric mapping of DCE MRI analysis”
Published: (2026)
Published: (2026)
Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled DCE‐MRI data
by: Aditya Rastogi, et al.
Published: (2024)
by: Aditya Rastogi, et al.
Published: (2024)
Integrating multiparametric MRI radiomics and clinical models to assess sensitivity to neoadjuvant chemotherapy in breast cancer: A multicenter study
by: Xinyi Zeng, et al.
Published: (2025)
by: Xinyi Zeng, et al.
Published: (2025)
Toward a robust lesion detection model in breast DCE-MRI: adapting foundation models to high-risk women
by: Nascimento, Gabriel A. B. do, et al.
Published: (2025)
by: Nascimento, Gabriel A. B. do, et al.
Published: (2025)
Prediction of axillary lymph node metastasis in breast cancer based on MRI: A novel domain adaptative radiomics pipeline for multicenter studies
by: Yuting Cheng, et al.
Published: (2025)
by: Yuting Cheng, et al.
Published: (2025)
A segmentation method for cardiac MRI that incorporates region constraint guidance and tubular structure awareness within a Siamese network architecture
by: Qiaohong Liu, et al.
Published: (2025)
by: Qiaohong Liu, et al.
Published: (2025)
MRI‐based prostate cancer classification using 3D efficient capsule network
by: Yuheng Li, et al.
Published: (2024)
by: Yuheng Li, et al.
Published: (2024)
Setup margins based on the inter‐ and intrafractional setup error of left‐sided breast cancer radiotherapy using deep inspiration breath‐hold technique (DIBH) and surface guided radiotherapy (SGRT)
by: Volker Rudat, et al.
Published: (2024)
by: Volker Rudat, et al.
Published: (2024)
Feasibility study of surface deformation‐based dosimetry for breast cancer radiotherapy
by: Yongjin Deng, et al.
Published: (2026)
by: Yongjin Deng, et al.
Published: (2026)
Scatterer spacing based on Gabor atoms matched from harmonic ultrasound echoes to improve assessment of microwave‐induced thermal lesions
by: Xiuhua Zeng, et al.
Published: (2024)
by: Xiuhua Zeng, et al.
Published: (2024)
A feasibility study of dosimetry for breast cancer radiotherapy based on body surface changes
by: Yongjin Deng, et al.
Published: (2024)
by: Yongjin Deng, et al.
Published: (2024)
Parameter map guided explainable segmentation framework for breast cancer using amide proton transfer weighted imaging
by: Qiuhui Yang, et al.
Published: (2024)
by: Qiuhui Yang, et al.
Published: (2024)
PSMA PET/MRI‐based Swin Transformer architecture for Gleason Score prediction in prostate cancer
by: Tianshuo Yang, et al.
Published: (2026)
by: Tianshuo Yang, et al.
Published: (2026)
Deep learning‐based severity grading of Meniere's disease using 2D MRI
by: Zheng Wang, et al.
Published: (2026)
by: Zheng Wang, et al.
Published: (2026)
Chan–Vese aided fuzzy C‐means approach for whole breast and fibroglandular tissue segmentation: Preliminary application to real‐world breast MRI
by: Syed Furqan Qadri, et al.
Published: (2025)
by: Syed Furqan Qadri, et al.
Published: (2025)
Multi‐pathway fusion network for early‐stage breast tumor segmentation from MRI
by: Yeru Xia, et al.
Published: (2025)
by: Yeru Xia, et al.
Published: (2025)
A 3D deep learning model based on MRI for predicting lymphovascular invasion in rectal cancer
by: Tangjuan Wang, et al.
Published: (2025)
by: Tangjuan Wang, et al.
Published: (2025)
Multilevel network for large deformation image registration based on feature consistency and flow normalization
by: Xingyu Huang, et al.
Published: (2024)
by: Xingyu Huang, et al.
Published: (2024)
Prediction of real‐time cine‐MR images during MRI‐guided radiotherapy of liver cancer using a GAN–ConvLSTM network
by: Guodong Jin, et al.
Published: (2025)
by: Guodong Jin, et al.
Published: (2025)
Phantom evaluation of spectral performance in photon‐counting CT for breast cancer imaging
by: Liqiang Ren, et al.
Published: (2026)
by: Liqiang Ren, et al.
Published: (2026)
Impact of harmonization on predicting complications in head and neck cancer after radiotherapy using MRI radiomics and machine learning techniques
by: Benyamin Khajetash, et al.
Published: (2025)
by: Benyamin Khajetash, et al.
Published: (2025)
Automatic quantification of abdominal subcutaneous and visceral adipose tissue in children, through MRI study, using total intensity maps and Convolutional Neural Networks
by: Suárez-García, José Gerardo, et al.
Published: (2023)
by: Suárez-García, José Gerardo, et al.
Published: (2023)
Factors associated with the onset and survival of subsequent primary breast cancer in female non‐metastatic breast cancer survivors
by: Shunshun Liang, et al.
Published: (2024)
by: Shunshun Liang, et al.
Published: (2024)
Comparing DCE‐MRI and DSA: Understanding the embolization of hypervascular spinal metastases
by: Muhammad Adnan, et al.
Published: (2024)
by: Muhammad Adnan, et al.
Published: (2024)
Squeeze‐and‐excitation‐attention‐based mobile vision transformer for grading recognition of bladder prolapse in pelvic MRI images
by: Shaojun Zhu, et al.
Published: (2024)
by: Shaojun Zhu, et al.
Published: (2024)
A bias field correction workflow based on generative adversarial network for abdominal cancers treated with 0.35T MR‐LINAC
by: Ching‐Ching Yang, et al.
Published: (2026)
by: Ching‐Ching Yang, et al.
Published: (2026)
Generation of synthetic CT from MRI for MRI‐based attenuation correction of brain PET images using radiomics and machine learning
by: Amin Hoseinipourasl, et al.
Published: (2025)
by: Amin Hoseinipourasl, et al.
Published: (2025)
Uncertainty‐guided multitask semi‐supervised network for the multi‐organ segmentation of breast cancer CBCT
by: Zi‐Yi Wang, et al.
Published: (2025)
by: Zi‐Yi Wang, et al.
Published: (2025)
Ultrafast T2 and T2* mapping using single‐shot spatiotemporally encoded MRI with reduced field of view and spiral out‐in‐out‐in trajectory
by: Junxian Jin, et al.
Published: (2024)
by: Junxian Jin, et al.
Published: (2024)
A generalized model of cardiac surface motion for evaluating left anterior descending coronary artery dose in left breast cancer radiotherapy
by: Yongjin Deng, et al.
Published: (2024)
by: Yongjin Deng, et al.
Published: (2024)
Fluorescence-enhanced photodynamic assessments for human breast cancer cell characterizations
by: Ghezelbash, Mahsa, et al.
Published: (2024)
by: Ghezelbash, Mahsa, et al.
Published: (2024)
Data harvesting vs data farming: A study of the importance of variation vs sample size in deep learning-based auto-segmentation for breast cancer patients
by: Buhl, ES, et al.
Published: (2024)
by: Buhl, ES, et al.
Published: (2024)
Machine learning based radiomics model to predict radiotherapy induced cardiotoxicity in breast cancer
by: Amin Talebi, et al.
Published: (2024)
by: Amin Talebi, et al.
Published: (2024)
Diffeomorphic transformer‐based abdomen MRI‐CT deformable image registration
by: Yang Lei, et al.
Published: (2024)
by: Yang Lei, et al.
Published: (2024)
Multilevel perception boundary‐guided network for breast lesion segmentation in ultrasound images
by: Xing Yang, et al.
Published: (2025)
by: Xing Yang, et al.
Published: (2025)
Biological dose‐based fractional dose optimization of Bragg peak FLASH‐RT for lung cancer treatment
by: Yiling Zeng, et al.
Published: (2025)
by: Yiling Zeng, et al.
Published: (2025)
Similar Items
-
mpMRI‐based MGMT methylation status prediction for glioblastoma through off‐the‐shelf deep features: A multi‐dataset feasibility study
by: Junhua Chen, et al.
Published: (2025) -
DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI
by: Cohen, Ouri, et al.
Published: (2024) -
K‐means clustering‐based analysis of quantitative ultrafast DCE‐MRI for predicting breast cancer response to neoadjuvant chemotherapy
by: Zhen Ren, et al.
Published: (2025) -
A novel method for pharmacokinetic parameters quantification in DCE‐MRI: Application in prostate cancer
by: Jhonalbert Aponte, et al.
Published: (2026) -
Correction to “Pixel‐level transformer GAN for enhanced parametric mapping of DCE MRI analysis”
Published: (2026)