肿瘤学中的精准医学——机器学习建议
Precision medicine in oncology - machine learning recommendations.
作者信息
Ordak Michal
机构信息
Department of Pharmacotherapy and Pharmaceutical Care, Faculty of Pharmacy, Medical University of Warsaw Warsaw, Poland.
出版信息
Am J Cancer Res. 2023 Apr 15;13(4):1617-1619. eCollection 2023.
Abstract
The article describes recommendations related to machine learning methods in oncology.
摘要
本文介绍了与肿瘤学中机器学习方法相关的建议。
相似文献
1
Precision medicine in oncology - machine learning recommendations.
Am J Cancer Res. 2023 Apr 15;13(4):1617-1619. eCollection 2023.
2
Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons.
Stud Health Technol Inform. 2019 Aug 21;264:1453. doi: 10.3233/SHTI190480.
3
Machine Learning and Imaging Informatics in Oncology.
Oncology. 2020;98(6):344-362. doi: 10.1159/000493575. Epub 2018 Nov 23.
4
Application of non-negative matrix factorization in oncology: one approach for establishing precision medicine.
Brief Bioinform. 2022 Jul 18;23(4). doi: 10.1093/bib/bbac246.
5
Precision Oncology: An Ensembled Machine Learning Approach to Identify a Candidate mRNA Panel for Stratification of Patients with Breast Cancer.
OMICS. 2022 Sep;26(9):504-511. doi: 10.1089/omi.2022.0089. Epub 2022 Aug 30.
6
Cardio oncology: Digital innovations, precision medicine and health equity.
Front Cardiovasc Med. 2022 Nov 3;9:951551. doi: 10.3389/fcvm.2022.951551. eCollection 2022.
7
Artificial Intelligence for Precision Oncology.
Adv Exp Med Biol. 2022;1361:249-268. doi: 10.1007/978-3-030-91836-1_14.
8
Machine Learning in oncology: A clinical appraisal.
Cancer Lett. 2020 Jul 1;481:55-62. doi: 10.1016/j.canlet.2020.03.032. Epub 2020 Apr 3.
9
An Assessment of Imaging Informatics for Precision Medicine in Cancer.
Yearb Med Inform. 2017 Aug;26(1):110-119. doi: 10.15265/IY-2017-041. Epub 2017 Sep 11.
10
Big Data and machine learning in radiation oncology: State of the art and future prospects.
Cancer Lett. 2016 Nov 1;382(1):110-117. doi: 10.1016/j.canlet.2016.05.033. Epub 2016 May 27.
引用本文的文献
1
Preoperative Physical Dysfunction Characteristics and Influence Factors Among Elderly Patients with Early Lung Cancer: A Latent Class Analysis.
J Multidiscip Healthc. 2024 Apr 23;17:1743-1754. doi: 10.2147/JMDH.S455669. eCollection 2024.
本文引用的文献
1
Global research trends on precision oncology: A systematic review, bibliometrics, and visualized study.
Medicine (Baltimore). 2022 Oct 28;101(43):e31380. doi: 10.1097/MD.0000000000031380.
2
How the Outliers Influence the Quality of Clustering?
Entropy (Basel). 2022 Jun 30;24(7):917. doi: 10.3390/e24070917.
3
COVID-19 research: quality of biostatistics.
Arch Med Sci. 2021 Dec 8;18(1):257-259. doi: 10.5114/aoms/144644. eCollection 2022.
4
Machine learning in medical education: a survey of the experiences and opinions of medical students in Ireland.
BMJ Health Care Inform. 2022 Feb;29(1). doi: 10.1136/bmjhci-2021-100480.
5
Using machine learning-based analysis for behavioral differentiation between anxiety and depression.
Sci Rep. 2020 Oct 2;10(1):16381. doi: 10.1038/s41598-020-72289-9.
6
Machine learning in oncology: a review.
Ecancermedicalscience. 2020 Jun 30;14:1065. doi: 10.3332/ecancer.2020.1065. eCollection 2020.
7
Precision medicine and global mental health.
Lancet Glob Health. 2019 Jan;7(1):e32. doi: 10.1016/S2214-109X(18)30406-6.
8
Clustering of samples and variables with mixed-type data.
PLoS One. 2017 Nov 28;12(11):e0188274. doi: 10.1371/journal.pone.0188274. eCollection 2017.
Zotero 插件