Cargando…

Predicting diagnosis and survival of bone metastasis in breast cancer using machine learning

This study aimed at establishing more accurate predictive models based on novel machine learning algorithms, with the overarching goal of providing clinicians with effective decision-making assistance. We retrospectively analyzed the breast cancer patients recorded in the Surveillance, Epidemiology,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhong, Xugang, Lin, Yanze, Zhang, Wei, Bi, Qing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600146/ https://www.ncbi.nlm.nih.gov/pubmed/37880320 http://dx.doi.org/10.1038/s41598-023-45438-z

Ejemplares similares

Osteoporosis, fracture and survival: Application of machine learning in breast cancer prediction models
por: Ji, Lichen, et al.
Publicado: (2022)

Bone metastasis risk and prognosis assessment models for kidney cancer based on machine learning
por: Ji, Lichen, et al.
Publicado: (2022)

Prediction of bone metastasis in non-small cell lung cancer based on machine learning
por: Li, Meng-Pan, et al.
Publicado: (2023)

Machine learning for the prediction of bone metastasis in patients with newly diagnosed thyroid cancer
por: Liu, Wen‐Cai, et al.
Publicado: (2021)

Application of Machine Learning Techniques to Predict Bone Metastasis in Patients with Prostate Cancer
por: Liu, Wen-Cai, et al.
Publicado: (2021)

Application of Biomarkers for the Prediction and Diagnosis of Bone Metastasis in Breast Cancer
por: Liu, Feiqi, et al.
Publicado: (2020)

Association of visceral and subcutaneous fat with bone mineral density in US adults: a cross-sectional study
por: Lin, Yanze, et al.
Publicado: (2023)

Predictive models based on machine learning for bone metastasis in patients with diagnosed colorectal cancer
por: Li, Tianhao, et al.
Publicado: (2022)

A comparison of machine learning techniques for survival prediction in breast cancer
por: Vanneschi, Leonardo, et al.
Publicado: (2011)

Machine Learning Algorithms for Prediction of Survival Curves in Breast Cancer Patients
por: Maabreh, Roqia Saleem Awad, et al.
Publicado: (2021)

Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis
por: Rasool, Abdur, et al.
Publicado: (2022)

Predicting melanoma survival and metastasis with interpretable histopathological features and machine learning models
por: Couetil, Justin, et al.
Publicado: (2023)

Subdivision of Nasopharyngeal Carcinoma Patients with Bone-Only Metastasis at Diagnosis for Prediction of Survival and Treatment Guidance
por: Sun, Xue-Song, et al.
Publicado: (2019)

Prediction of nonsentinel lymph node metastasis in breast cancer patients based on machine learning
por: Xiu, Yuting, et al.
Publicado: (2023)

Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models
por: Albaradei, Somayah, et al.
Publicado: (2021)

Predicting factors for survival of breast cancer patients using machine learning techniques
por: Ganggayah, Mogana Darshini, et al.
Publicado: (2019)

Prediction of Breast Cancer Survival by Machine Learning Methods: An Application of Multiple Imputation
por: LOTFNEZHAD AFSHAR, Hadi, et al.
Publicado: (2021)

Retracted: Machine Learning Algorithms for Prediction of Survival Curves in Breast Cancer Patients
por: and Biomechanics, Applied Bionics
Publicado: (2023)

Machine learning predicts the prognosis of breast cancer patients with initial bone metastases
por: Li, Chaofan, et al.
Publicado: (2022)

Predicting breast cancer-specific survival in metaplastic breast cancer patients using machine learning algorithms
por: Feng, Yufan, et al.
Publicado: (2023)

Applications of different machine learning approaches in prediction of breast cancer diagnosis delay
por: Dehdar, Samira, et al.
Publicado: (2023)

Machine learning approaches for predicting 5‐year breast cancer survival: A multicenter study
por: Nguyen, Quynh Thi Nhu, et al.
Publicado: (2023)

Classification and diagnostic prediction of breast cancer metastasis on clinical data using machine learning algorithms
por: Botlagunta, Mahendran, et al.
Publicado: (2023)

Integrating Somatic Mutations for Breast Cancer Survival Prediction Using Machine Learning Methods
por: He, Zongzhen, et al.
Publicado: (2021)

Predicting Characteristics Associated with Breast Cancer Survival Using Multiple Machine Learning Approaches
por: Haque, Mohammad Nazmul, et al.
Publicado: (2022)

Glutamine metabolism in tumor metastasis: Genes, mechanisms and the therapeutic targets
por: Zhong, Xugang, et al.
Publicado: (2023)

Two machine learning methods identify a metastasis-related prognostic model that predicts overall survival in medulloblastoma patients
por: Chen, Kui, et al.
Publicado: (2020)

Clinical use of machine learning‐based pathomics signature for diagnosis and survival prediction of bladder cancer
por: Chen, Siteng, et al.
Publicado: (2021)

Machine learning for predicting survival of colorectal cancer patients
por: Buk Cardoso, Lucas, et al.
Publicado: (2023)

Predictive and prognostic biomarkers of bone metastasis in breast cancer: current status and future directions
por: Wang, Shenkangle, et al.
Publicado: (2023)

Deep Learning and Machine Learning with Grid Search to Predict Later Occurrence of Breast Cancer Metastasis Using Clinical Data
por: Jiang, Xia, et al.
Publicado: (2022)

The prediction of distant metastasis risk for male breast cancer patients based on an interpretable machine learning model
por: Zhao, Xuhai, et al.
Publicado: (2023)

The Construction and Validation of a new Predictive Model for Overall Survival of Clear Cell Renal Cell Carcinoma Patients with Bone Metastasis Based on Machine Learning Algorithm
por: Le, Yijun, et al.
Publicado: (2023)

Survival in patients with breast cancer with bone metastasis: a Danish population-based cohort study on the prognostic impact of initial stage of disease at breast cancer diagnosis and length of the bone metastasis-free interval
por: Cetin, Karynsa, et al.
Publicado: (2015)

Application of interpretable machine learning algorithms to predict distant metastasis in osteosarcoma
por: Bai, Bing‐li, et al.
Publicado: (2022)

Using Machine Learning Methods to Predict Bone Metastases in Breast Infiltrating Ductal Carcinoma Patients
por: Liu, Wen-Cai, et al.
Publicado: (2022)

Machine Learning With K-Means Dimensional Reduction for Predicting Survival Outcomes in Patients With Breast Cancer
por: Zhao, Melissa, et al.
Publicado: (2018)

Predicting breast cancer 5-year survival using machine learning: A systematic review
por: Li, Jiaxin, et al.
Publicado: (2021)

Retracted: Predicting Characteristics Associated with Breast Cancer Survival Using Multiple Machine Learning Approaches
por: Methods in Medicine, Computational and Mathematical
Publicado: (2023)

Survival Analysis in Gastrointestinal Neuroendocrine Carcinoma With Bone Metastasis at Diagnosis
por: Chen, Genlian, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_q7dn0sgnv1kje37ujgoo2nioul