Jiantao Pu - RankMe

61 papers B 4Misc 3Journal 41Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Medical image segmentation using dual-decoder mutual teaching with a mean teacher framework. Pattern Recognit. Juan Zhang, Gaoqiang Jiang, Zhongwen Li, Bihan Tian, Shuchen Yu, Qingxiang Yu, Jie Zhou, Hao Chen, Jiantao Pu, Quanyong Yi, Lei Wang
2026	J	`jnl`	Segmentation-aware Generative Reinforcement Network (GRN) for tissue layer segmentation in 3-D ultrasound images for chronic low-back pain (cLBP) assessment. Comput. Medical Imaging Graph. Zixue Zeng, Xiaoyan Zhao, Matthew Cartier, Tong Yu, Jing Wang, Xin Meng, Zhiyu Sheng, Maryam Satarpour, John M. Cormack, Allison Bean, Ryan Nussbaum, Maya Maurer, Emily Landis-Walkenhorst, Dinesh Kumbhare, Kang Kim, Ajay D. Wasan, Jiantao Pu
2026	J	`jnl`	Uncertainty- and hardness-weighted loss functions for medical image segmentation. Eng. Appl. Artif. Intell. Yanyan Zheng, Yabo Wu, Jie Chen, Xiaoguo Yang, Hao Zhang, Quanyong Yi, Jiantao Pu, Lei Wang
2025	J	`jnl`	Adaptive boundary-enhanced Dice loss for image segmentation. Biomed. Signal Process. Control. Yanyan Zheng, Bihan Tian, Shuchen Yu, Xiaoguo Yang, Qingxiang Yu, Jie Zhou, Gaoqiang Jiang, Qinxiang Zheng, Jiantao Pu, Lei Wang
2025	J	`jnl`	GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain. CoRR Zixue Zeng, Xiaoyan Zhao, Matthew Cartier, Xin Meng, Jiantao Pu
2025	J	`jnl`	InterSliceBoost: Identifying Tissue Layers in Three-dimensional Ultrasound Images for Chronic Lower Back Pain (cLBP) Assessment. CoRR Zixue Zeng, Matthew Cartier, Xiaoyan Zhao, Pengyu Chen, Xin Meng, Zhiyu Sheng, Maryam Satarpour, John M. Cormack, Allison Bean, Ryan Nussbaum, Maya Maurer, Emily Landis-Walkenhorst, Kang Kim, Ajay D. Wasan, Jiantao Pu
2025	J	`jnl`	LAYER: A Quantitative Explainable AI Framework for Decoding Tissue-Layer Drivers of Myofascial Low Back Pain. CoRR Zixue Zeng, Anthony M. Perti, Tong Yu, Grant Kokenberger, Hao-En Lu, Jing Wang, Xin Meng, Zhiyu Sheng, Maryam Satarpour, John M. Cormack, Allison Bean, Ryan Nussbaum, Emily Landis-Walkenhorst, Kang Kim, Ajay D. Wasan, Jiantao Pu
2025	J	`jnl`	Segmentation-Aware Generative Reinforcement Network (GRN) for Tissue Layer Segmentation in 3-D Ultrasound Images for Chronic Low-back Pain (cLBP) Assessment. CoRR Zixue Zeng, Xiaoyan Zhao, Matthew Cartier, Tong Yu, Jing Wang, Xin Meng, Zhiyu Sheng, Maryam Satarpour, John M. Cormack, Allison Bean, Ryan Nussbaum, Maya Maurer, Emily Landis-Walkenhorst, Dinesh Kumbhare, Kang Kim, Ajay D. Wasan, Jiantao Pu
2024	J	`jnl`	BeyondCT: A deep learning model for predicting pulmonary function from chest CT scans. CoRR Kaiwen Geng, Zhiyi Shi, Xiaoyan Zhao, Alaa Ali, Jing Wang, Joseph K. Leader, Jiantao Pu
2024	J	`jnl`	Causal Relationship Network of Risk Factors Impacting Workday Loss in Underground Coal Mines. CoRR Shangsi Ren, Cameron A. Beeche, Zhiyi Shi, Maria Acevedo Garcia, Katherine Zychowski, Shuguang Leng, Pedram Roghanchi, Jiantao Pu
2023	J	`jnl`	Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining. Medical Image Anal. Jiantao Pu, Naciye Sinem Gezer, Shangsi Ren, Aylin Ozgen Alpaydin, Emre Ruhat Avci, Michael G. Risbano, Belinda Rivera-Lebron, Stephen Yu-Wah Chan, Joseph K. Leader
2022	J	`jnl`	A texture-aware U-Net for identifying incomplete blinking from eye videography. Biomed. Signal Process. Control. Qinxiang Zheng, Xin Zhang, Juan Zhang, Furong Bai, Shenghai Huang, Jiantao Pu, Wei Chen, Lei Wang
2022	J	`jnl`	Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans. Medical Image Anal. Jiantao Pu, Joseph K. Leader, Jacob Sechrist, Cameron A. Beeche, Jatin P. Singh, Iclal Ocak, Michael G. Risbano
2022	J	`jnl`	EE-Net: An edge-enhanced deep learning network for jointly identifying corneal micro-layers from optical coherence tomography. Biomed. Signal Process. Control. Lei Wang, Meixiao Shen, Ce Shi, Yuheng Zhou, Yang Chen, Jiantao Pu, Hao Chen
2022	J	`jnl`	Super U-Net: A modularized generalizable architecture. Pattern Recognit. Cameron A. Beeche, Jatin P. Singh, Joseph K. Leader, Naciye Sinem Gezer, Amechi P. Oruwari, Kunal K. Dansingani, Jay Chhablani, Jiantao Pu
2021	J	`jnl`	Automated delineation of corneal layers on OCT images using a boundary-guided CNN. Pattern Recognit. Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yang Chen, Yuheng Zhou, Yanchun Zhang, Jiantao Pu, Hao Chen
2021	J	`jnl`	Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network. Pattern Recognit. Lei Wang, Juan Gu, Yize Chen, Yuanbo Liang, Weijie Zhang, Jiantao Pu, Hao Chen
2021	J	`jnl`	Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning. Int. J. Medical Informatics Lei Wang, Kuan Chen, Han Wen, Qinxiang Zheng, Yang Chen, Jiantao Pu, Wei Chen
2020	—	`conf`	BG-CNN: A Boundary Guided Convolutional Neural Network for Corneal Layer Segmentation from Optical Coherence Tomography. ICBIP Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yuheng Zhou, Jiantao Pu
2019	J	`jnl`	A coarse-to-fine deep learning framework for optic disc segmentation in fundus images. Biomed. Signal Process. Control. Lei Wang, Han Liu, Yaling Lu, Hang Chen, Jian Zhang, Jiantao Pu
2019	J	`jnl`	Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning. CoRR Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu
2019	B	`conf`	Automated segmentation of the optic disc using the deep learning. Image Processing Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu
2019	—	`conf`	Automatic Classification of Exudates in Color Fundus Images Using an Augmented Deep Learning Procedure. ISICDM Lei Wang, Ying Huang, Bing Lin, Wencan Wu, Hao Chen, Jiantao Pu
2019	—	`conf`	Computerized assessment of glaucoma severity based on color fundus images. Biomedical Applications in Molecular, Structural, and Functional Imaging Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu
2019	J	`jnl`	Computerized identification of the vasculature surrounding a pulmonary nodule. Comput. Medical Imaging Graph. Wei Zhao, Han Liu, Joseph K. Leader, David Wilson, Xin Meng, Lei Wang, Liang-An Chen, Jiantao Pu
2019	J	`jnl`	SDFN: Segmentation-based deep fusion network for thoracic disease classification in chest X-ray images. Comput. Medical Imaging Graph. Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Qi Wang, Jiantao Pu
2018	J	`jnl`	Active contours driven by edge entropy fitting energy for image segmentation. Signal Process. Lei Wang, Guangqiang Chen, Dai Shi, Yan Chang, Sixian Chan, Jiantao Pu, Xiaodong Yang
2018	J	`jnl`	Performance assessment of the deep learning technologies in grading glaucoma severity. CoRR Yi Zhen, Lei Wang, Han Liu, Jian Zhang, Jiantao Pu
2018	J	`jnl`	SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images. CoRR Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Jiantao Pu
2018	J	`jnl`	Simultaneous segmentation and bias field estimation using local fitted images. Pattern Recognit. Lei Wang, Jianbing Zhu, Mao Sheng, Adriena Cribb, Shaocheng Zhu, Jiantao Pu
2017	J	`jnl`	An active contour model based on local fitted images for image segmentation. Inf. Sci. Lei Wang, Yan Chang, Hui Wang, Zhenzhou Wu, Jiantao Pu, Xiaodong Yang
2015	—	`conf`	A new CAD approach for improving efficacy of cancer screening. Computer-Aided Diagnosis Bin Zheng, Wei Qian, Lihua Li, Jiantao Pu, Yan Kang, Fleming Lure, Maxine Tan, Yuchen Qiu
2014	—	`conf`	A new mass classification system derived from multiple features and a trained MLP model. Computer-Aided Diagnosis Maxine Tan, Jiantao Pu, Bin Zheng
2014	J	`jnl`	Bidirectional elastic image registration using B-spline affine transformation. Comput. Medical Imaging Graph. Suicheng Gu, Xin Meng, Frank C. Sciurba, Hongxia Ma, Joseph K. Leader, Naftali Kaminski, David Gur, Jiantao Pu
2014	J	`jnl`	Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model. Int. J. Comput. Assist. Radiol. Surg. Maxine Tan, Jiantao Pu, Bin Zheng
2013	—	`conf`	Computerized detection of retina blood vessel using a piecewise line fitting approach. Computer-Aided Diagnosis Suicheng Gu, Yi Zhen, Ningli Wang, Jiantao Pu
2013	J	`jnl`	Computerized identification of airway wall in CT examinations using a 3D active surface evolution approach. Medical Image Anal. Suicheng Gu, Carl Fuhrman, Xin Meng, Jill M. Siegfried, David Gur, Joseph K. Leader, Frank C. Sciurba, Jiantao Pu
2012	J	`jnl`	Automated Lobe-Based Airway Labeling. Int. J. Biomed. Imaging Suicheng Gu, Zhimin Wang, Jill M. Siegfried, David Wilson, William L. Bigbee, Jiantao Pu
2012	J	`jnl`	Identification of pulmonary fissures using a piecewise plane fitting algorithm. Comput. Medical Imaging Graph. Suicheng Gu, David Wilson, Zhimin Wang, William L. Bigbee, Jill M. Siegfried, David Gur, Jiantao Pu
2012	—	`conf`	Robust pulmonary lobe segmentation against incomplete fissures. Computer-Aided Diagnosis Suicheng Gu, Qingfeng Zheng, Jill M. Siegfried, Jiantao Pu
2011	J	`jnl`	A Differential Geometric Approach to Automated Segmentation of Human Airway Tree. IEEE Trans. Medical Imaging Jiantao Pu, Carl Fuhrman, Walter F. Good, Frank C. Sciurba, David Gur
2011	—	`conf`	Automated segmentation of pulmonary nodule depicted on CT images. Computer-Aided Diagnosis Jiantao Pu, Jun Tan
2011	J	`jnl`	Shape "Break-and-Repair" Strategy and Its Application to Automated Medical Image Segmentation. IEEE Trans. Vis. Comput. Graph. Jiantao Pu, David S. Paik, Xin Meng, Justus E. Roos, Geoffrey D. Rubin
2009	J	`jnl`	A Computational Geometry Approach to Automated Pulmonary Fissure Segmentation in CT Examinations. IEEE Trans. Medical Imaging Jiantao Pu, Joseph K. Leader, Bin Zheng, Friedrich Knollmann, Carl Fuhrman, Frank C. Sciurba, David Gur
2009	—	`conf`	A visualization system for CT based pulmonary fissure analysis. Image-Guided Procedures Jiantao Pu, Bin Zheng, Sang Cheol Park
2009	J	`jnl`	Automated freehand sketch segmentation using radial basis functions. Comput. Aided Des. Jiantao Pu, David Gur
2009	J	`jnl`	Pulmonary Lobe Segmentation in CT Examinations Using Implicit Surface Fitting. IEEE Trans. Medical Imaging Jiantao Pu, Bin Zheng, Joseph K. Leader, Carl Fuhrman, Friedrich Knollmann, Amy Klym, David Gur
2009	B	`conf`	Pulmonary airways tree segmentation from CT examinations using adaptive volume of interest. Image Processing Sang-Cheol Park, Won Pil Kim, Bin Zheng, Joseph K. Leader, Jiantao Pu, Jun Tan, David Gur
2008	J	`jnl`	Adaptive border marching algorithm: Automatic lung segmentation on chest CT images. Comput. Medical Imaging Graph. Jiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik
2008	—	`conf`	Assessment of the relationship between lesion segmentation accuracy and computer-aided diagnosis scheme performance. Computer-Aided Diagnosis Bin Zheng, Jiantao Pu, Sang Cheol Park, Margarita L. Zuley, David Gur
2007	J	`jnl`	Navigation and Discovery in 3D CAD Repositories. IEEE Computer Graphics and Applications Jiantao Pu, Yagnanarayanan Kalyanaraman, Subramaniam Jayanti, Karthik Ramani, Zygmunt Pizlo
2007	J	`jnl`	Priority-Based Geometric Constraint Satisfaction. J. Comput. Inf. Sci. Eng. Jiantao Pu, Karthik Ramani
2006	J	`jnl`	On visual similarity based 2D drawing retrieval. Comput. Aided Des. Jiantao Pu, Karthik Ramani
2006	—	`conf`	ShapeLab: A Unified Framework for 2D & 3D Shape Retrieval. 3DPVT Jiantao Pu, Karthik Ramani
2005	Misc	`conf`	3DMIRACLES: 3D model retrieval and visualization engine. Visualization and Data Analysis Weibin Liu, Yusuke Uehara, Yi Liu, Jiantao Pu, Hao Yu, Daiki Masumoto, Hongbin Zha
2005	Misc	`conf`	A 3D Model Retrieval Method Using 2D Freehand Sketches. International Conference on Computational Science (2) Jiantao Pu, Karthik Ramani
2005	B	`conf`	Interactive Visual Retrieval System for Large Scale 3D Models Database. MMM Weibin Liu, Yusuke Uehara, Hao Yu, Daiki Masumoto, Yi Liu, Jiantao Pu, Hongbin Zha
2004	—	`conf`	3D Model Retrieval Based on 2D Slice Similarity Measurements. 3DPVT Jiantao Pu, Yi Liu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara
2004	Misc	`conf`	A Robust Method for Shape-Based 3D Model Retrieval. PG Yi Liu, Jiantao Pu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara
2004	—	`conf`	Thickness Histogram and Statistical Harmonic Representation for 3D Model Retrieval. 3DPVT Yi Liu, Jiantao Pu, Hongbin Zha, Weibin Liu, Yusuke Uehara
2000	B	`conf`	Multimodal Integration Using Complex Feature Set. ICMI Bin Xiao, Jiantao Pu, Shihai Dong