Maria K. Y. Chan

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Microscopy Images

Electron Microscope

Chest Radiographs

Trained Neural Networks

Top Venues

Publications

Eric Schwenker, Weixin Jiang, Trevor Spreadbury, Nicola J. Ferrier, Oliver Cossairt, Maria K. Y. Chan
EXSCLAIM!: Harnessing materials science literature for self-labeled microscopy datasets. Patterns 4 (11) (2023)
Joydeep Munshi, Alexander Rakowski, Benjamin H. Savitzky, Steven E. Zeltmann, Jim Ciston, Matthew L. Henderson, Shreyas Cholia, Andrew M. Minor, Maria K. Y. Chan, Colin Ophus
Disentangling multiple scattering with deep learning: application to strain mapping from electron diffraction patterns. CoRR (2022)
Mingren Shen, Dina Sheyfer, Troy David Loeffler, Subramanian K. R. S. Sankaranarayanan, G. Brian Stephenson, Maria K. Y. Chan, Dane Morgan
Machine learning for interpreting coherent X-ray speckle patterns. CoRR (2022)
Arun Mannodi-Kanakkithodi, Xiaofeng Xiang, Laura Jacoby, Robert Biegaj, Scott T. Dunham, Daniel R. Gamelin, Maria K. Y. Chan
Universal machine learning framework for defect predictions in zinc blende semiconductors. Patterns 3 (3) (2022)
Arun Baskaran, Yulin Lin, Jianguo Wen, Maria K. Y. Chan
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy Images. CoRR (2022)
Weixin Jiang, Eric Schwenker, Trevor Spreadbury, Nicola J. Ferrier, Maria K. Y. Chan, Oliver Cossairt
A Two-Stage Framework for Compound Figure Separation. ICIP (2021)
Weixin Jiang, Eric Schwenker, Trevor Spreadbury, Kai Li, Maria K. Y. Chan, Oliver Cossairt
Plot2Spectra: an Automatic Spectra Extraction Tool. CoRR (2021)
Eric Schwenker, Weixin Jiang, Trevor Spreadbury, Nicola J. Ferrier, Oliver Cossairt, Maria K. Y. Chan
EXSCLAIM! - An automated pipeline for the construction of labeled materials imaging datasets from literature. CoRR (2021)
Weixin Jiang, Eric Schwenker, Trevor Spreadbury, Nicola J. Ferrier, Maria K. Y. Chan, Oliver Cossairt
A Two-stage Framework for Compound Figure Separation. CoRR (2021)