Yi Gao
Orcid: 0000-0003-0094-8136Affiliations:
- Shenzhen University, School of Biomedical Engineering, China
- Stony Brook University, Department of Biomedical Informatics, NY, USA (former)
- Georgia Institute of Technology, Schools of Electrical & Computer Engineering and Biomedical Engineering, Atlanta, GA, USA (PhD 2011)
According to our database1,
Yi Gao
authored at least 54 papers
between 2007 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
A Comprehensive Landscape of Imaging Feature-Associated RNA Expression Profiles in Human Breast Tissue.
Sensors, February, 2023
Expectation-maximization algorithm leads to domain adaptation for a perineural invasion and nerve extraction task in whole slide digital pathology images.
Medical Biol. Eng. Comput., February, 2023
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation.
CoRR, 2023
A dynamic interactive learning framework for automated 3D medical image segmentation.
CoRR, 2023
Synthesizing with Diffusion model for improving medical image segmentation performance.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications.
Vis. Comput. Ind. Biomed. Art, 2022
Comput. Biol. Medicine, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
Cross-Dataset Multiple Organ Segmentation From CT Imagery Using FBP-Derived Domain Adaptation.
IEEE Access, 2021
2020
2019
Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images.
Pattern Recognit., 2019
2017
Cerebrospinal and interstitial fluid transport via the glymphatic pathway modeled by optimal mass transport.
NeuroImage, 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images.
CoRR, 2017
Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines.
Bioinform., 2017
Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Statistical shape analysis using 3D Poisson equation - A quantitatively validated approach.
Medical Image Anal., 2016
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Multi-scale learning based segmentation of glands in digital colonrectal pathology images.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the AMIA 2016, 2016
2015
SIAM J. Imaging Sci., 2015
Efficient Multiple Instance Convolutional Neural Networks for Gigapixel Resolution Image Classification.
CoRR, 2015
2014
A Complete System for Automatic Extraction of Left Ventricular Myocardium From CT Images Using Shape Segmentation and Contour Evolution.
IEEE Trans. Image Process., 2014
Statistical Shape Analysis of Neuroanatomical Structures via Level-Set-based Shape Morphing.
SIAM J. Imaging Sci., 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Reconstruction and feature selection for desorption electrospray ionization mass spectroscopy imagery.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Automatic Segmentation of the Left Atrium From MR Images via Variational Region Growing With a Moments-Based Shape Prior.
IEEE Trans. Image Process., 2013
Automatic Delineation of the Myocardial Wall From CT Images Via Shape Segmentation and Variational Region Growing.
IEEE Trans. Biomed. Eng., 2013
2012
IEEE Trans. Image Process., 2012
A 3D interactive multi-object segmentation tool using local robust statistics driven active contours.
Medical Image Anal., 2012
Multiscale 3D shape representation and segmentation with applications to hippocampal/caudate extraction from brain MRI.
Medical Image Anal., 2012
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012
Automatic segmentation of the left atrium from MRI images using salient feature and contour evolution.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Statistical Shape Analysis for Population Studies via Level-Set Based Shape Morphing.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
A Coupled Global Registration and Segmentation Framework With Application to Magnetic Resonance Prostate Imagery.
IEEE Trans. Medical Imaging, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Shape based MRI prostate image segmentation using local information driven directional distance Bayesian method.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Segmentation of the endocardial wall of the left atrium using local region-based active contours and statistical shape learning.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Simultaneous Multi-object Segmentation Using Local Robust Statistics and Contour Interaction.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007