John M. Buatti

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 10

Top Topics

Semantic Segmentation

Medical Imaging

Top Venues

Publications

Hui Xie, Weiyu Xu, Yaxing Wang, John M. Buatti, Xiaodong Wu
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation. CoRR (2023)
Xiaodong Wu, Leixin Zhou, Fahim A. Zaman, Bensheng Qiu, John M. Buatti
Model-Informed Deep Learning for Surface Segmentation in Medical Imaging. IPMI (2023)
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) (2022)
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) (2019)
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 (2019)
Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai
Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT. ISBI (2018)
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)
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)
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)
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)
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) (2013)
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) (2013)
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) (2013)
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)
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) (2009)
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)
Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
New Algorithm for Field Splitting in Radiation Therapy. ISAAC (2007)
Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti
The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. COCOON (2006)
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) (2003)
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)