Cargando…

Application of Machine Learning Techniques to Predict Bone Metastasis in Patients with Prostate Cancer

OBJECTIVE: This study aimed to develop and validate a machine learning model for predicting bone metastases (BM) in prostate cancer (PCa) patients. METHODS: Demographic and clinicopathologic variables of PCa patients in the Surveillance, Epidemiology and End Results (SEER) database from 2010 to 2017...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Wen-Cai, Li, Ming-Xuan, Qian, Wen-Xing, Luo, Zhi-Wen, Liao, Wei-Jie, Liu, Zhi-Li, Liu, Jia-Ming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove 2021
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8627242/ https://www.ncbi.nlm.nih.gov/pubmed/34849027 http://dx.doi.org/10.2147/CMAR.S330591

Ejemplares similares

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

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

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

Risk factors for bone metastasis from renal cell cancer
por: Chen, Xuan-Yin, et al.
Publicado: (2017)

A practical dynamic nomogram model for predicting bone metastasis in patients with thyroid cancer
por: Liu, Wen-Cai, et al.
Publicado: (2023)

Deep Learning for the Automatic Diagnosis and Analysis of Bone Metastasis on Bone Scintigrams
por: Liu, Simin, et al.
Publicado: (2022)

Identifying the key genes and microRNAs in prostate cancer bone metastasis by bioinformatics analysis
por: Zhu, Zhiguo, et al.
Publicado: (2020)

Short-segment fixation and transpedicular bone grafting for the treatment of thoracolumbar spine fracture
por: Luo, Zhi-Wen, et al.
Publicado: (2023)

Lysine-Specific Demethylase 1 in Breast Cancer Cells Contributes to the Production of Endogenous Formaldehyde in the Metastatic Bone Cancer Pain Model of Rats
por: Liu, Jia, et al.
Publicado: (2013)

Application of machine learning algorithms to predict lymph node metastasis in gastric neuroendocrine neoplasms
por: Liu, Lu, et al.
Publicado: (2023)

Clinical characteristics and risk factors for developing bone metastases in patients with breast cancer
por: Chen, Wen-Zhao, et al.
Publicado: (2017)

Prediction of axillary lymph node metastasis in early breast cancer patients with ultrasonic videos based deep learning
por: Li, Wei-Bin, et al.
Publicado: (2023)

Machine Learning-Based Prediction of Lymph Node Metastasis Among Osteosarcoma Patients
por: Li, Wenle, et al.
Publicado: (2022)

Machine Learning for the Prediction of Synchronous Organ-Specific Metastasis in Patients With Lung Cancer
por: Gao, Huan, et al.
Publicado: (2022)

Bone morphogenetic protein 7 in dormancy and metastasis of prostate cancer stem-like cells in bone
por: Kobayashi, Aya, et al.
Publicado: (2012)

Bone morphogenetic protein 7 in dormancy and metastasis of prostate cancer stem-like cells in bone
por: Kobayashi, Aya, et al.
Publicado: (2011)

LRIG2 regulates cell proliferation, migration and apoptosis of osteosarcoma
por: Li, Zhi-Qiang, et al.
Publicado: (2022)

Downregulation of miRNA-205 Expression and Biological Mechanism in Prostate Cancer Tumorigenesis and Bone Metastasis
por: Sun, Yu, et al.
Publicado: (2020)

Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients
por: Tang, Jie, et al.
Publicado: (2017)

Resistance gene identification from Larimichthys crocea with machine learning techniques
por: Cai, Yinyin, et al.
Publicado: (2016)

Single Cell Transcriptome and Surface Epitope Analysis of Ankylosing Spondylitis Facilitates Disease Classification by Machine Learning
por: Alber, Samuel, et al.
Publicado: (2022)

Novel, alternative splicing signature to detect lymph node metastasis in prostate adenocarcinoma with machine learning
por: Xie, Ping, et al.
Publicado: (2023)

A Study of Machine-Learning Classifiers for Hypertension Based on Radial Pulse Wave
por: Luo, Zhi-yu, et al.
Publicado: (2018)

Prediction model of ocular metastasis from primary liver cancer: Machine learning‐based development and interpretation study
por: Sun, Jin‐Qi, et al.
Publicado: (2023)

Corrigendum: Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients
por: Tang, Jie, et al.
Publicado: (2018)

Myeloid-like tumor hybrid cells in bone marrow promote progression of prostate cancer bone metastasis
por: Ye, Xinyu, et al.
Publicado: (2023)

What should be the future direction of development in the field of prostate cancer with lung metastasis?
por: Huang, Zhi-Guang, et al.
Publicado: (2023)

Ability of PITX2 methylation to predict survival in patients with prostate cancer
por: Li, Jiu-zhi, et al.
Publicado: (2015)

Associations of Prostate-Specific Antigen, Prostate Carcinoma Tissue Gleason Score, and Androgen Receptor Expression with Bone Metastasis in Patients with Prostate Carcinoma
por: Chen, Yehui, et al.
Publicado: (2017)

Application of machine learning algorithm in prediction of lymph node metastasis in patients with intermediate and high-risk prostate cancer
por: Wang, Xiangrong, et al.
Publicado: (2023)

Application of Machine Learning Algorithms to Predict Lymph Node Metastasis in Early Gastric Cancer
por: Tian, HuaKai, et al.
Publicado: (2022)

A Web-Based Calculator to Predict Early Death Among Patients With Bone Metastasis Using Machine Learning Techniques: Development and Validation Study
por: Lei, Mingxing, et al.
Publicado: (2023)

Exosome-Derived miRNAs as Potential Biomarkers for Prostate Bone Metastasis
por: Lu, Zhenquan, et al.
Publicado: (2022)

A Machine Learning-Based Predictive Model for Predicting Lymph Node Metastasis in Patients With Ewing’s Sarcoma
por: Li, Wenle, et al.
Publicado: (2022)

Let-7a inhibits osteosarcoma cell growth and lung metastasis by targeting Aurora-B
por: Yu, Jing-Jing, et al.
Publicado: (2018)

Aberrant expression of bone morphogenetic proteins in the disease progression and metastasis of breast cancer
por: Liu, Ming, et al.
Publicado: (2023)

AB038. High tropomyosin related kinase (TrkB) expression induces epithelial-mesenchymal transition, anoikis resistance and metastasis in prostatic cancer cells
por: Xing, Zeng-Shu, et al.
Publicado: (2016)

Is nonstructural bone graft useful in surgical treatment of lumbar spinal tuberculosis?: A retrospective case–control study
por: Liu, Jia-Ming, et al.
Publicado: (2016)

Heparanase Promotes Tumor Growth and Liver Metastasis of Colorectal Cancer Cells by Activating the p38/MMP1 Axis
por: Liu, Xue, et al.
Publicado: (2019)

Development of a Machine Learning-Based Predictive Model for Lung Metastasis in Patients With Ewing Sarcoma
por: Li, Wenle, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0uq4e3gqu5jq3lstp0pp5s4ldp