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2020 – today
- 2023
[c11]Xiaodong Wu, Leixin Zhou, Fahim A. Zaman, Bensheng Qiu, John M. Buatti:
Model-Informed Deep Learning for Surface Segmentation in Medical Imaging. IPMI 2023: 822-834- [i2]Hui Xie, Weiyu Xu, Yaxing Wang, John M. Buatti, Xiaodong Wu:
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation. CoRR abs/2312.04713 (2023) - 2022
- [j7]Michael C. Rendleman, Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti
, Thomas L. Casavant:
Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation. Stat. Comput. 32(6): 101 (2022)
2010 – 2019
- 2019
- [j6]Michael C. Rendleman, John M. Buatti, Terry A. Braun, Brian J. Smith, Chibuzo Nwakama, Reinhard R. Beichel, Bartley Brown, Thomas L. Casavant:
Machine learning with the TCGA-HNSC dataset: improving usability by addressing inconsistency, sparsity, and high-dimensionality. BMC Bioinform. 20(1): 339:1-339:9 (2019) - [i1]Stephen Baek, Yusen He, Bryan G. Allen, John M. Buatti, Brian J. Smith, Kristin A. Plichta, Steven N. Seyedin, Maggie Gannon, Katherine R. Cabel, Yusung Kim, Xiaodong Wu:
What does AI see? Deep segmentation networks discover biomarkers for lung cancer survival. CoRR abs/1903.11593 (2019) - 2018
- [c10]Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu:
Improving tumor co-segmentation on PET-CT images with 3D co-matting. ISBI 2018: 224-227 - [c9]Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu:
3D fully convolutional networks for co-segmentation of tumors on PET-CT images. ISBI 2018: 228-231 - [c8]Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai:
Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT. ISBI 2018: 514-518 - 2017
- [c7]Yusung Kim, Kaustubh Anil Patwardhan, Reinhard R. Beichel, Brian J. Smith, Christopher Mart, Kristin A. Plichta, Tangel Chang, Milan Sonka, Michael M. Graham, Vince Magnotta, Thomas L. Casavant, Junyi Xia, John M. Buatti:
Development of a radiobiological evaluation tool to assess the expected clinical impacts of contouring accuracy between manual and semi-automated segmentation algorithms. EMBC 2017: 3409-3412 - [c6]Zisha Zhong, Yusung Kim, John M. Buatti, Xiaodong Wu:
3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images. CMMI/RAMBO/SWITCH@MICCAI 2017: 31-42 - 2013
- [j5]Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti:
An almost linear time algorithm for field splitting in radiation therapy. Comput. Geom. 46(6): 673-687 (2013) - [j4]Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu:
Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Medical Imaging 32(2): 376-386 (2013) - [j3]Qi Song, Junjie Bai, Dongfeng Han, Sudershan Bhatia, Wenqing Sun, William Rockey, John E. Bayouth, John M. Buatti, Xiaodong Wu:
Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information. IEEE Trans. Medical Imaging 32(9): 1685-1697 (2013) - 2011
- [c5]Dongfeng Han, John E. Bayouth, Qi Song, Aakant Taurani, Milan Sonka, John M. Buatti, Xiaodong Wu:
Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method. IPMI 2011: 245-256
2000 – 2009
- 2009
- [j2]Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti:
Efficient Algorithm for Optimal Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. Int. J. Comput. Geom. Appl. 19(3): 231-246 (2009) - [c4]Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka:
Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. MICCAI (1) 2009: 827-835 - 2007
- [c3]Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti:
New Algorithm for Field Splitting in Radiation Therapy. ISAAC 2007: 692-703 - 2006
- [c2]Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti:
The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. COCOON 2006: 156-165 - 2003
- [j1]Andreas Wahle, John J. Lopez, Edward C. Pennington, Sanford L. Meeks, Kathleen Braddy, James M. Fox, Theresa Brennan, John M. Buatti, James D. Rossen, Milan Sonka:
Effects of vessel geometry and catheter position on dose delivery in intracoronary brachytherapy. IEEE Trans. Biomed. Eng. 50(11): 1286-1295 (2003) - [c1]Andreas Wahle, John J. Lopez, Edward C. Pennington, Sanford L. Meeks, Kathleen C. Braddy, James M. Fox, Theresa M. H. Brennan, John M. Buatti, James D. Rossen, Milan Sonka:
Estimating the actual dose delivered by intravascular coronary brachytherapy using geometrically correct 3D modeling. Image-Guided Procedures 2003
Coauthor Index
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