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John M. Buatti
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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. Medical Imaging: Image-Guided Procedures 2003
Coauthor Index
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