Howard Yanxon

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Digital X Ray Images

Machine Learning

Medical Imaging

Image Segmentation

Top Venues

Image Processing: Algorithms and Systems

Mach. Learn. Sci. Technol.

Publications

Guanhua Hao, Eric J. Roberts, Tanny Chavez, Zhuowen Zhao, Elizabeth Holman, Howard Yanxon, Adam Green, Harinarayan Krishnan, Daniela Ushizima, Dylan McReynolds, Nicholas Schwarz, Petrus H. Zwart, Alexander Hexemer, Dilworth Parkinson
Deploying machine learning based segmentation for scientific imaging analysis at synchrotron facilities. Image Processing: Algorithms and Systems (2023)
Howard Yanxon, Eric J. Roberts, Hannah Parraga, James Weng, Wenqian Xu, Uta Ruett, Alexander Hexemer, Petrus H. Zwart, Nicholas Schwarz
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images. CoRR (2023)
Zhuowen Zhao, Tanny Chavez, Elizabeth Holman, Guanhua Hao, Adam Green, Harinarayan Krishnan, Dylan McReynolds, Ronald Pandolfi, Eric J. Roberts, Petrus H. Zwart, Howard Yanxon, Nicholas Schwarz, Subramanian Sankaranarayanan, Sergei V. Kalinin, Apurva Mehta, Stuart Campbell, Alexander Hexemer
MLExchange: A web-based platform enabling exchangeable machine learning workflows. CoRR (2022)
Howard Yanxon, James Weng, Hannah Parraga, Wenqian Xu, Uta Ruett, Nicholas Schwarz
Artifact Identification in X-ray Diffraction Data using Machine Learning Methods. CoRR (2022)
Zhuowen Zhao, Tanny Chavez, Elizabeth Holman, Guanhua Hao, Adam Green, Harinarayan Krishnan, Dylan McReynolds, Ronald Pandolfi, Eric J. Roberts, Petrus H. Zwart, Howard Yanxon, Nicholas Schwarz, Subramanian Sankaranarayanan, Sergei V. Kalinin, Apurva Mehta, Stuart Campbell, Alexander Hexemer
MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studies. XLOOP@SC (2022)
Howard Yanxon, David Zagaceta, Binh Tang, David S. Matteson, Qiang Zhu
PyXtal_FF: a python library for automated force field generation. Mach. Learn. Sci. Technol. 2 (2) (2021)