Machine learning and modeling: Data, validation, communication challenges-Reference-Cited by-同舟云学术

Machine learning and modeling: Data, validation, communication challenges

Published:2018-08-24 Issue:10 Volume:45 Page:e834-e840
ISSN:0094-2405
Container-title:Medical Physics
language:en
Short-container-title:Med. Phys.

Author:

El Naqa Issam¹,Ruan Dan²,Valdes Gilmer³,Dekker Andre⁴,McNutt Todd⁵,Ge Yaorong⁶,Wu Q. Jackie⁷,Oh Jung Hun⁸,Thor Maria⁸,Smith Wade⁹,Rao Arvind¹⁰¹¹,Fuller Clifton¹⁰,Xiao Ying¹²,Manion Frank¹,Schipper Matthew¹,Mayo Charles¹,Moran Jean M.¹,Ten Haken Randall¹

Affiliation:

1. Department of Radiation Oncology; University of Michigan; Ann Arbor MI USA

2. Department of Radiation Oncology; University of California Los Angeles; Los Angeles CA USA

3. Department of Radiation Oncology; University of California Los San Francisco; San Francisco CA USA

4. GROW-School for Oncology and Developmental Biology; Department of Radiation Oncology (MAASTRO); Maastricht University Medical Center; Maastricht The Netherlands

5. Department of Radiation Oncology; John Hopkins University; Baltimore MD USA

6. Department of Software and Information Systems; University of North Carolina; Charlotte NC USA

7. Department of Radiation Oncology; Duke University Medical Center; Durham NC USA

8. Department of Medical Physics; Memorial Sloan Kettering Cancer Center; New York NY USA

9. Department of Radiation Oncology; University of Washington; Seattle WA USA

10. Department of Radiation Oncology; MD Anderson; Houston TX USA

11. Department of Bioinformatics and Computational Biology; MD Anderson; Houston TX USA

12. Department of Radiation Oncology; University of Pennsylvania; Philadelphia PA USA

Publisher

Wiley

Subject

General Medicine

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/mp.12811/fullpdf

Reference86 articles.

1. Some studies in machine learning using the game of checkers;Samuel;IBM J Res Dev,1959

2. Machine Learning and Robot Perception

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