Cargando…

Machine learning‑based radiomics models for prediction of locoregional recurrence in patients with breast cancer

Locoregional recurrence (LRR) is the predominant pattern of relapse after definitive breast cancer treatment. The present study aimed to develop machine learning (ML)-based radiomics models to predict LRR in patients with breast cancer by using preoperative magnetic resonance imaging (MRI) data. Dat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Joongyo, Yoo, Sang Kyun, Kim, Kangpyo, Lee, Byung Min, Park, Vivian Youngjean, Kim, Jin Sung, Kim, Yong Bae
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	D.A. Spandidos 2023
Materias:	Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10472028/ https://www.ncbi.nlm.nih.gov/pubmed/37664669 http://dx.doi.org/10.3892/ol.2023.14008

Ejemplares similares

Skull Base Metastasis from Hepatocellular Carcinoma: Clinical Presentation and Efficacy of Radiotherapy
por: Kim, Kangpyo, et al.
Publicado: (2022)

The effect of external beam radiotherapy volume on locoregional control in patients with locoregionally advanced or recurrent nonanaplastic thyroid cancer
por: Kim, Tae Hyun, et al.
Publicado: (2010)

Treatment results of breast cancer patients with locoregional recurrence after mastectomy
por: Jeong, Yuri, et al.
Publicado: (2013)

Data on distant metastasis and survival after locoregional recurrence following nipple-sparing mastectomy and immediate breast reconstruction
por: Wu, Zhen-Yu, et al.
Publicado: (2021)

MRI Radiomic Features: Association with Disease-Free Survival in Patients with Triple-Negative Breast Cancer
por: Kim, Sungwon, et al.
Publicado: (2020)

Risk Factors Associated with Distant Metastasis and Survival Outcomes in Breast Cancer Patients with Locoregional Recurrence
por: Park, Soojin, et al.
Publicado: (2015)

Locoregional Recurrence of Breast Conserving Surgery after Preoperative Chemotherapy in Korean Women with Locally Advanced Breast Cancer
por: Lee, Seeyoun, et al.
Publicado: (2011)

Impact of Oncotype DX Recurrence Score on the Patterns of Locoregional Recurrence in Breast Cancer (Korean Radiation Oncology Group 19-06)
por: Kim, Kyubo, et al.
Publicado: (2020)

Prognostic Factors for Distant Metastasis in Patients with Locoregional Recurrence after Mastectomy
por: Jeong, Yuri, et al.
Publicado: (2015)

Differentiation of recurrent glioblastoma from radiation necrosis using diffusion radiomics with machine learning model development and external validation
por: Park, Yae Won, et al.
Publicado: (2021)

Reirradiation for Locoregional Recurrent Breast Cancer
por: Fattahi, Sayeh, et al.
Publicado: (2020)

Locoregional Recurrence by Tumor Biology in Breast Cancer Patients after Preoperative Chemotherapy and Breast Conservation Treatment
por: Jwa, Eunjin, et al.
Publicado: (2016)

Factors Predicting Locoregional Recurrence After Neoadjuvant Chemotherapy and Nipple-Sparing/Skin-Sparing Mastectomy With Immediate Breast Reconstruction
por: Wu, Zhen-Yu, et al.
Publicado: (2021)

Multi-task deep learning-based radiomic nomogram for prognostic prediction in locoregionally advanced nasopharyngeal carcinoma
por: Gu, Bingxin, et al.
Publicado: (2023)

Risk Factors and Patterns of Locoregional Recurrence after Radical Nephrectomy for Locally Advanced Renal Cell Carcinoma
por: Yoo, Gyu Sang, et al.
Publicado: (2022)

Young Age Is Associated with Increased Locoregional Recurrence in Node-Positive Breast Cancer with Luminal Subtypes
por: Kim, Sang-Won, et al.
Publicado: (2017)

Clinical Outcome of Salvage Radiotherapy for Locoregional Clinical Recurrence After Radical Prostatectomy
por: Lee, Sung Uk, et al.
Publicado: (2021)

Proton Reirradiation for Locoregionally Recurrent Breast Cancer
por: LaRiviere, Michael J., et al.
Publicado: (2021)

Treatment Outcomes of Re-irradiation in Locoregionally Recurrent Rectal Cancer and Clinical Significance of Proper Patient Selection
por: Chung, Seung Yeun, et al.
Publicado: (2019)

Ipsilateral Recurrence of DCIS in Relation to Radiomics Features on Contrast Enhanced Breast MRI
por: Park, Ga Eun, et al.
Publicado: (2022)

Radiomics in predicting mutation status for thyroid cancer: A preliminary study using radiomics features for predicting BRAF(V600E) mutations in papillary thyroid carcinoma
por: Yoon, Jung Hyun, et al.
Publicado: (2020)

Clinicopathological Features and Prognostic Factors Affecting Survival Outcomes in Isolated Locoregional Recurrence of Breast Cancer: Single-Institutional Series
por: Lee, Min-Young, et al.
Publicado: (2016)

MRI Radiomics and Machine Learning for the Prediction of Oncotype Dx Recurrence Score in Invasive Breast Cancer
por: Romeo, Valeria, et al.
Publicado: (2023)

Risk Factors of the Invasive Breast Cancer Locoregional Recurrence
por: Liubota, R. V., et al.
Publicado: (2015)

Postmastectomy locoregional recurrence and recurrence-free survival in breast cancer patients
por: Kheradmand, Ali Arab, et al.
Publicado: (2010)

Lymph Node Ratio as a Risk Factor for Locoregional Recurrence in Breast Cancer Patients with 10 or More Axillary Nodes
por: Kim, Sang-Won, et al.
Publicado: (2016)

A Phase I Study of Locoregional High-Dose Autologous Natural Killer Cell Therapy With Hepatic Arterial Infusion Chemotherapy in Patients With Locally Advanced Hepatocellular Carcinoma
por: Bae, Woo Kyun, et al.
Publicado: (2022)

Predicting social anxiety in young adults with machine learning of resting-state brain functional radiomic features
por: Kim, Byung-Hoon, et al.
Publicado: (2022)

Treatment outcomes and radiotherapy deintensification strategies in human papillomavirus-associated tonsil cancer
por: Lee, Joongyo, et al.
Publicado: (2022)

Differential Prognostic Indicators for Locoregional Recurrence, Distant Recurrence, and Death of Breast Cancer
por: Chairat, Rungnapa, et al.
Publicado: (2013)

Machine Learning Predicts Pathologic Complete Response to Neoadjuvant Chemotherapy for ER+HER2- Breast Cancer: Integrating Tumoral and Peritumoral MRI Radiomic Features
por: Park, Jiwoo, et al.
Publicado: (2023)

Development of Novel Breast Cancer Recurrence Prediction Model Using Support Vector Machine
por: Kim, Woojae, et al.
Publicado: (2012)

Three-dimensional radiomics of triple-negative breast cancer: Prediction of systemic recurrence
por: Koh, Jieun, et al.
Publicado: (2020)

Prediction of post-radiotherapy locoregional progression in HPV-associated oropharyngeal squamous cell carcinoma using machine-learning analysis of baseline PET/CT radiomics
por: Haider, Stefan P., et al.
Publicado: (2020)

Postoperative radiotherapy dose correlates with locoregional control in patients with extra-hepatic bile duct cancer
por: Im, Jung Ho, et al.
Publicado: (2014)

The Role of Chemotherapy in Patients With HER2-Negative Isolated Locoregional Recurrence of Breast Cancer: A Multicenter Retrospective Cohort Study
por: Lee, Kyoungmin, et al.
Publicado: (2021)

Re-do Operation Using a Robotic System due to Locoregional Recurrence after Initial Thyroidectomy for Thyroid Cancer
por: Kim, Dong Gyu, et al.
Publicado: (2022)

Long-term outcomes after salvage radiotherapy for postoperative locoregionally recurrent non-small-cell lung cancer
por: Kim, Eunji, et al.
Publicado: (2017)

Interpretable Machine Learning Model for Locoregional Relapse Prediction in Oropharyngeal Cancers
por: Giraud, Paul, et al.
Publicado: (2020)

Machine learning application for prediction of locoregional recurrences in early oral tongue cancer: a Web-based prognostic tool
por: Alabi, Rasheed Omobolaji, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_rin9mnojdlcr1ugik5ek3sjp60