Micro-Net: A unified model for segmentation of various objects in microscopy images.
Medical Image Anal., 2019
MIMONet: Gland Segmentation Using Multi-Input-Multi-Output Convolutional Neural Network.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Cell phenotyping in multi-tag fluorescent bioimages.
Neurocomputing, 2014
DiSWOP: a novel measure for cell-level protein network analysis in localized proteomics image data.
Bioinform., 2014
WHIDE - a web tool for visual data mining colocation patterns in multivariate bioimages.
Bioinform., 2012
Analyzing multi-tag bioimages with BioIMAX colocation mining tools.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
BioIMAX: A Web 2.0 approach for easy exploratory and collaborative access to multivariate bioimage data.
BMC Bioinform., 2011
Integrating semantic annotation and information visualization for the analysis of multichannel fluorescence micrographs from pancreatic tissue.
Comput. Medical Imaging Graph., 2010
A way toward analyzing high-content bioimage data by means of semantic annotation and visual data mining.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
A machine learning based system for multichannel fluorescence analysis in pancreatic tissue bioimages.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008