Cargando…

Synthesizing the First Phase of Dynamic Sequences of Breast MRI for Enhanced Lesion Identification

OBJECTIVE: To develop a deep learning model for synthesizing the first phases of dynamic (FP-Dyn) sequences to supplement the lack of information in unenhanced breast MRI examinations. METHODS: In total, 97 patients with breast MRI images were collected as the training set (n = 45), the validation s...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Pingping, Nie, Pin, Dang, Yanli, Wang, Lifang, Zhu, Kaiguo, Wang, Hongyu, Wang, Jiawei, Liu, Rumei, Ren, Jialiang, Feng, Jun, Fan, Haiming, Yu, Jun, Chen, Baoying
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8689139/ https://www.ncbi.nlm.nih.gov/pubmed/34950593 http://dx.doi.org/10.3389/fonc.2021.792516

Ejemplares similares

Multiparameter MRI Model With DCE-MRI, DWI, and Synthetic MRI Improves the Diagnostic Performance of BI-RADS 4 Lesions
por: Sun, Shi Yun, et al.
Publicado: (2021)

Quantitative analysis of chest MRI images for benign malignant diagnosis of pulmonary solid nodules
por: Yang, Bin, et al.
Publicado: (2023)

Clinical Application and Feasibility of MRI-Guided Breast Biopsy of Breast Minimal Lesions in Chinese Population
por: Wang, Jie, et al.
Publicado: (2020)

MRI Features of Intracranial Anaplastic Ependymomas: A Comparison of Supratentorial and Infratentorial Lesions
por: Kuai, Xin-Ping, et al.
Publicado: (2020)

BUSnet: A Deep Learning Model of Breast Tumor Lesion Detection for Ultrasound Images
por: Li, Yujie, et al.
Publicado: (2022)

Synthetic MRI, multiplexed sensitivity encoding, and BI-RADS for benign and malignant breast cancer discrimination
por: Liu, Jinrui, et al.
Publicado: (2023)

Clinical use and adjustment of ultrasound elastography for breast lesions followed WFUMB guidelines and recommendations in the real world
por: Tang, Lei, et al.
Publicado: (2022)

The Feasibility of a Fast Liver MRI Protocol for Lesion Detection of Adults at 3.0-T
por: Li, Jing, et al.
Publicado: (2021)

Subclinical Lesions of the Primary Clinical Target Volume Margin in Esophageal Squamous Cell Carcinoma and Association With FDG PET/CT
por: Han, Dali, et al.
Publicado: (2019)

Fully automating LI-RADS on MRI with deep learning-guided lesion segmentation, feature characterization, and score inference
por: Wang, Ke, et al.
Publicado: (2023)

Application of MRI-Based Radiomics in Preoperative Prediction of NF2 Alteration in Intracranial Meningiomas
por: Sun, Shuchen, et al.
Publicado: (2022)

MRI radiomics predicts progression-free survival in prostate cancer
por: Jia, Yushan, et al.
Publicado: (2022)

Radiomics Analysis of Multiparametric MRI for the Preoperative Prediction of Lymph Node Metastasis in Cervical Cancer
por: Hou, Lina, et al.
Publicado: (2020)

Corrigendum: MRI radiomics predicts progression-free survival in prostate cancer
por: Jia, Yushan, et al.
Publicado: (2023)

Multiparameter MRI Radiomics Model Predicts Preoperative Peritoneal Carcinomatosis in Ovarian Cancer
por: Yu, Xiao Yu, et al.
Publicado: (2021)

Application of MRI Radiomics-Based Machine Learning Model to Improve Contralateral BI-RADS 4 Lesion Assessment
por: Hao, Wen, et al.
Publicado: (2020)

Comparison of MRI Features of Epithelioid Hepatic Angiomyolipoma and Hepatocellular Carcinoma: Imaging Data From Two Centers
por: Liu, Weihai, et al.
Publicado: (2018)

Human Serum Albumin Decorated Indocyanine Green Improves Fluorescence-Guided Resection of Residual Lesions of Breast Cancer in Mice
por: Wang, Zun, et al.
Publicado: (2021)

Whole-lesion histogram analysis of multiple diffusion metrics for differentiating lung cancer from inflammatory lesions
por: Li, Jiaxin, et al.
Publicado: (2023)

Diagnostic Performance of US and MRI in Predicting Malignancy of Soft Tissue Masses: Using a Scoring System
por: Shu, Hua, et al.
Publicado: (2022)

Prediction of Response to Induction Chemotherapy Plus Concurrent Chemoradiotherapy for Nasopharyngeal Carcinoma Based on MRI Radiomics and Delta Radiomics: A Two-Center Retrospective Study
por: Xi, Yuzhen, et al.
Publicado: (2022)

Volumetric and Voxel-Wise Analysis of Dominant Intraprostatic Lesions on Multiparametric MRI
por: Lee, Joon, et al.
Publicado: (2019)

Evaluation of the Efficiency of MRI-Based Radiomics Classifiers in the Diagnosis of Prostate Lesions
por: Li, Linghao, et al.
Publicado: (2022)

The progress of PET/MRI in clinical management of patients with pancreatic malignant lesions
por: Li, Jindan, et al.
Publicado: (2023)

Multi-modality radiomics nomogram based on DCE-MRI and ultrasound images for benign and malignant breast lesion classification
por: Liu, Xinmiao, et al.
Publicado: (2022)

Increased CDC6 Expression Associates With Poor Prognosis in Patients With Clear Cell Renal Cell Carcinoma
por: Yao, Yicong, et al.
Publicado: (2021)

Corrigendum: Increased CDC6 Expression Associates With Poor Prognosis in Patients With Clear Cell Renal Cell Carcinoma
por: Yao, Yicong, et al.
Publicado: (2021)

High Expression of CSF-1R Predicts Poor Prognosis and CSF-1R(high) Tumor-Associated Macrophages Inhibit Anti-Tumor Immunity in Colon Adenocarcinoma
por: Wang, Xingchao, et al.
Publicado: (2022)

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)

Usefulness of the Texture Signatures Based on Multiparametric MRI in Predicting Growth Hormone Pituitary Adenoma Subtypes
por: Liu, Chen-Xi, et al.
Publicado: (2021)

MRI-Based Machine Learning in Differentiation Between Benign and Malignant Breast Lesions
por: Zhao, Yanjie, et al.
Publicado: (2021)

Radiomic Features of Multi-ROI and Multi-Phase MRI for the Prediction of Microvascular Invasion in Solitary Hepatocellular Carcinoma
por: Yang, Yan, et al.
Publicado: (2021)

Different multiparametric MRI-based radiomics models for differentiating stage IA endometrial cancer from benign endometrial lesions: A multicenter study
por: Bi, Qiu, et al.
Publicado: (2022)

Utility of Clinical–Radiomic Model to Identify Clinically Significant Prostate Cancer in Biparametric MRI PI-RADS V2.1 Category 3 Lesions
por: Jin, Pengfei, et al.
Publicado: (2022)

Values of MRI Imaging Presentations in the Hepatobiliary Phase, DWI and T2WI Sequences in Predicting Pathological Grades of Intrahepatic Mass-Forming Cholangiocarcinoma
por: Xing, Li-Hong, et al.
Publicado: (2022)

Prediction of Locoregional Recurrence-Free Survival of Oesophageal Squamous Cell Carcinoma After Chemoradiotherapy Based on an Enhanced CT-Based Radiomics Model
por: Kong, Jie, et al.
Publicado: (2021)

Neoadjuvant immunotherapy and neoadjuvant chemotherapy in resectable non-small cell lung cancer: A systematic review and single-arm meta-analysis
por: Wang, He, et al.
Publicado: (2022)

A CT-Based Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Periampullary Carcinomas
por: Bi, Lei, et al.
Publicado: (2021)

An MRI-Based Radiomics Model for Predicting the Benignity and Malignancy of BI-RADS 4 Breast Lesions
por: Zhang, Renzhi, et al.
Publicado: (2022)

Development and validation of a deep learning model for breast lesion segmentation and characterization in multiparametric MRI
por: Zhu, Jingjin, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ma36vkd3khbfm7igoj0h6gmeko