BACK TO INDEX
Publications about 'Biomarkers/Biosignatures'
|
Articles in journal, book chapters
|
-
Ben Cardoen,
Timothy H. Wong,
Parsa Alan,
Sieun Lee,
Joanne Aiko Matsubara,
Ivan Robert Nabi,
and Ghassan Hamarneh.
SPECHT: Self-tuning Plausibility Based Object Detection Enables Quantification of Conflict in Heterogeneous Multi-scale Microscopy (Nabi and Hamarneh: Joint senior authors).
PLOS ONE,
17(12):e0276726,
2022.
Keyword(s): Super Resolution Microscopy,
Machine Learning,
Classification,
Belief Theory,
Biomarkers/Biosignatures,
Generalizability.
[bibtex-key = plosone2022]
-
Ismail M. Khater,
Ivan Robert Nabi,
and Ghassan Hamarneh.
A Review of Super-resolution Single Molecule Localization Microscopy Cluster Analysis and Quantification Methods.
Cell Patterns,
1(3):2666-3899,
2020.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Deep Learning,
Machine Learning,
Classification,
Graph based,
Biomarkers/Biosignatures,
Survey/Review.
[bibtex-key = cellpatterns2020]
-
Ismail M. Khater,
Stephane Aroca-Ouellette,
Fanrui Meng,
Ivan Robert Nabi,
and Ghassan Hamarneh.
Caveolae and scaffold detection from single molecule localization microscopy data using deep learning.
PLOS ONE,
14(8):1-17,
2019.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Deep Learning,
Machine Learning,
Classification,
Graph based,
Biomarkers/Biosignatures.
[bibtex-key = plosone2019]
-
Ismail M. Khater,
Fanrui Meng,
Ivan Robert Nabi,
and Ghassan Hamarneh.
Identification of Caveolin-1 Domain Signatures via Graphlet Analysis of Single Molecule Super-Resolution Data.
Bioinformatics,
35(18):3468-3475,
2019.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Machine Learning,
Graphlets,
Graph based,
Biomarkers/Biosignatures.
[bibtex-key = bioinformatics2019]
-
Ismail M. Khater,
Fanrui Meng,
Ivan Robert Nabi,
and Ghassan Hamarneh.
Caveolin-1 Domain Characterization Using Machine Learning and Graphlet Analysis of Single Molecule Super Resolution Microscopy.
In American Society for Cell Biology and European Molecular Biology Organization (ASCB-EMBO), San Diego, USA,
pages 1342 (Abstract P2706),
2018.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Machine Learning,
Graphlets,
Graph based,
Biomarkers/Biosignatures.
[bibtex-key = ascb2018a]
-
Ismail M. Khater,
Fanrui Meng,
Ivan Robert Nabi,
and Ghassan Hamarneh.
Characterization of caveolin-1 domains via graphlet decomposition of SMLM super resolution data.
In Genesis BME day, Vancouver, Canada,
pages 1,
2018.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Machine Learning,
Graphlets,
Graph based,
Biomarkers/Biosignatures.
[bibtex-key = bme2018]
BACK TO INDEX
Disclaimer:
This material is presented to ensure timely dissemination of
scholarly and technical work. Copyright and all rights therein
are retained by authors or by other copyright holders.
All person copying this information are expected to adhere to
the terms and constraints invoked by each author's copyright.
In most cases, these works may not be reposted
without the explicit permission of the copyright holder.
Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.
This document was translated from BibTEX by
bibtex2html