John M. Buatti

20 papers B 1Misc 1Journal 9Unranked 9

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Model-Informed Deep Learning for Surface Segmentation in Medical Imaging. IPMI Xiaodong Wu, Leixin Zhou, Fahim A. Zaman, Bensheng Qiu, John M. Buatti
2023	J	`jnl`	gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation. CoRR Hui Xie, Weiyu Xu, Yaxing Wang, John M. Buatti, Xiaodong Wu
2022	J	`jnl`	Representative random sampling: an empirical evaluation of a novel bin stratification method for model performance estimation. Stat. Comput. Michael C. Rendleman, Brian J. Smith, Guadalupe Canahuate, Terry A. Braun, John M. Buatti, Thomas L. Casavant
2019	J	`jnl`	Machine learning with the TCGA-HNSC dataset: improving usability by addressing inconsistency, sparsity, and high-dimensionality. BMC Bioinform. Michael C. Rendleman, John M. Buatti, Terry A. Braun, Brian J. Smith, Chibuzo Nwakama, Reinhard R. Beichel, Bartley Brown, Thomas L. Casavant
2019	J	`jnl`	What does AI see? Deep segmentation networks discover biomarkers for lung cancer survival. CoRR 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
2018	—	`conf`	3D fully convolutional networks for co-segmentation of tumors on PET-CT images. ISBI Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu
2018	—	`conf`	Improving tumor co-segmentation on PET-CT images with 3D co-matting. ISBI Zisha Zhong, Yusung Kim, Leixin Zhou, Kristin A. Plichta, Bryan Allen, John M. Buatti, Xiaodong Wu
2018	—	`conf`	Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT. ISBI Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai
2017	—	`conf`	3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images. CMMI/RAMBO/SWITCH@MICCAI Zisha Zhong, Yusung Kim, John M. Buatti, Xiaodong Wu
2017	—	`conf`	Development of a radiobiological evaluation tool to assess the expected clinical impacts of contouring accuracy between manual and semi-automated segmentation algorithms. EMBC 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
2013	J	`jnl`	An almost linear time algorithm for field splitting in radiation therapy. Comput. Geom. Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
2013	J	`jnl`	Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information. IEEE Trans. Medical Imaging Qi Song, Junjie Bai, Dongfeng Han, Sudershan Bhatia, Wenqing Sun, William Rockey, John E. Bayouth, John M. Buatti, Xiaodong Wu
2013	J	`jnl`	Optimal Multiple Surface Segmentation With Shape and Context Priors. IEEE Trans. Medical Imaging Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu
2011	—	`conf`	Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method. IPMI Dongfeng Han, John E. Bayouth, Qi Song, Aakant Taurani, Milan Sonka, John M. Buatti, Xiaodong Wu
2009	J	`jnl`	Efficient Algorithm for Optimal Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. Int. J. Comput. Geom. Appl. Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
2009	—	`conf`	Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. MICCAI (1) Qi Song, Xiaodong Wu, Yunlong Liu, Mark Smith, John M. Buatti, Milan Sonka
2007	B	`conf`	New Algorithm for Field Splitting in Radiation Therapy. ISAAC Xiaodong Wu, Xin Dou, John E. Bayouth, John M. Buatti
2006	Misc	`conf`	The Matrix Orthogonal Decomposition Problem in Intensity-Modulated Radiation Therapy. COCOON Xin Dou, Xiaodong Wu, John E. Bayouth, John M. Buatti
2003	J	`jnl`	Effects of vessel geometry and catheter position on dose delivery in intracoronary brachytherapy. IEEE Trans. Biomed. Eng. 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
2003	—	`conf`	Estimating the actual dose delivered by intravascular coronary brachytherapy using geometrically correct 3D modeling. Image-Guided Procedures 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