Cargando…

Predicting Breast Cancer in Chinese Women Using Machine Learning Techniques: Algorithm Development

BACKGROUND: Risk-based breast cancer screening is a cost-effective intervention for controlling breast cancer in China, but the successful implementation of such intervention requires an accurate breast cancer prediction model for Chinese women. OBJECTIVE: This study aimed to evaluate and compare th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hou, Can, Zhong, Xiaorong, He, Ping, Xu, Bin, Diao, Sha, Yi, Fang, Zheng, Hong, Li, Jiayuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2020
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308891/ https://www.ncbi.nlm.nih.gov/pubmed/32510459 http://dx.doi.org/10.2196/17364

Ejemplares similares

Development and validation of polygenic risk scores for prediction of breast cancer and breast cancer subtypes in Chinese women
por: Hou, Can, et al.
Publicado: (2022)

Multidimensional Machine Learning Personalized Prognostic Model in an Early Invasive Breast Cancer Population-Based Cohort in China: Algorithm Validation Study
por: Zhong, Xiaorong, et al.
Publicado: (2020)

Induced Abortion, Birth Control Methods, and Breast Cancer Risk: A Case-Control Study in China
por: Yuan, Xuelian, et al.
Publicado: (2019)

Evolutionary machine learning techniques: algorithms and applications
por: Mirjalili, Seyedali, et al.
Publicado: (2019)

Mastering machine learning algorithms: expert techniques to implement popular machine learning algorithms and fine-tune your models
por: Bonaccorso, Giuseppe
Publicado: (2018)

An evaluation of cervical maturity for Chinese women with labor induction by machine learning and ultrasound images
por: Liu, Yan-Song, et al.
Publicado: (2023)

Python machine learning by example: implement machine learning algorithms and techniques to build intelligent systems
por: Liu, Yuxi (Hayden)
Publicado: (2019)

Prevalence and Prognostic Role of PIK3CA/AKT1 Mutations in Chinese Breast Cancer Patients
por: Deng, Ling, et al.
Publicado: (2019)

Machine learning algorithms: popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2018)

Application of Personal Information Privacy Protection Based on Machine Learning Algorithm
por: Lang, Fang, et al.
Publicado: (2022)

Network intrusion detection using oversampling technique and machine learning algorithms
por: Ahmed, Hafiza Anisa, et al.
Publicado: (2022)

Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms
por: Dhahri, Habib, et al.
Publicado: (2019)

Comparison of machine learning models for predicting the risk of breast cancer-related lymphedema in Chinese women
por: Wu, Xiumei, et al.
Publicado: (2022)

Machine learning with Scala quick start guide: leverage popular machine learning algorithms and techniques and implement them in Scala
por: Karim, Rezaul
Publicado: (2019)

Hands-on machine learning with IBM Watson: leverage IBM Watson to implement machine learning techniques and algorithms using Python
por: Miller, James D
Publicado: (2019)

Landslide Susceptibility Mapping Using Machine Learning Algorithm Validated by Persistent Scatterer In-SAR Technique
por: Hussain, Muhammad Afaq, et al.
Publicado: (2022)

Particle identiﬁcation at LHCb : New calibration techniques and machine learning classiﬁcation algorithms
por: Poluektov, Anton
Publicado: (2018)

Particle identification at LHCb: new calibration techniques and machine learning classification algorithms
por: Lucio Martinez, Miriam
Publicado: (2018)

Predicting the Linguistic Accessibility of Chinese Health Translations: Machine Learning Algorithm Development
por: Ji, Meng, et al.
Publicado: (2021)

Machine learning algorithms: reference guide for popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2017)

Machine learning: algorithms and applications
por: Mohammed, Mohssen, et al.
Publicado: (2016)

Machine Learning: an algorithmic perspective
por: Marsland, Stephen
Publicado: (2009)

Mastering Machine Learning Algorithms
por: Bonaccorso, Giuseppe
Publicado: (2020)

Machine Learning for Algorithmic Trading
por: Jansen, Stefan
Publicado: (2020)

Machine learning: an algorithmic perspective
por: Marsland, Stephen
Publicado: (2015)

Algorithms in machine learning paradigms
por: Mandal, Jyotsna Kumar, et al.
Publicado: (2020)

Machine learning algorithms for mode-of-action classification in toxicity assessment
por: Zhang, Yile, et al.
Publicado: (2016)

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

Bio-Imaging-Based Machine Learning Algorithm for Breast Cancer Detection
por: Safdar, Sadia, et al.
Publicado: (2022)

Tree-Based and Machine Learning Algorithm Analysis for Breast Cancer Classification
por: Bhardwaj, Arpit, et al.
Publicado: (2022)

Machine Learning-Based Technique for the Severity Classification of Sublingual Varices according to Traditional Chinese Medicine
por: Lu, Ping-Hsun, et al.
Publicado: (2022)

Predicting Breast Cancer Leveraging Supervised Machine Learning Techniques
por: Aamir, Sanam, et al.
Publicado: (2022)

Prediction of Fatty Liver Disease in a Chinese Population Using Machine-Learning Algorithms
por: Weng, Shuwei, et al.
Publicado: (2023)

Utilizing machine learning algorithms for the prediction of carotid artery plaques in a Chinese population
por: Weng, Shuwei, et al.
Publicado: (2023)

Prediction of gestational diabetes mellitus in Asian women using machine learning algorithms
por: Kang, Byung Soo, et al.
Publicado: (2023)

Using machine learning algorithms for predicting cognitive impairment and identifying modifiable factors among Chinese elderly people
por: Wang, Shuojia, et al.
Publicado: (2022)

Breast Cancer Detection Using Convoluted Features and Ensemble Machine Learning Algorithm
por: Umer, Muhammad, et al.
Publicado: (2022)

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

Identification of hepatoprotective traditional Chinese medicines based on the structure–activity relationship, molecular network, and machine learning techniques
por: He, Shuaibing, et al.
Publicado: (2022)

Prevalence and Prognostic Role of BRCA1/2 Variants in Unselected Chinese Breast Cancer Patients
por: Zhong, Xiaorong, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_0b9ueb61ofh8vvvofoaud9hb6r