Jiantao Pu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 22

Top Topics

Optical Coherence Tomography

Automated Segmentation

Top Venues

Pattern Recognit.

Biomed. Signal Process. Control.

Comput. Medical Imaging Graph.

Publications

Shangsi Ren, Cameron A. Beeche, Zhiyi Shi, Maria Acevedo Garcia, Katherine Zychowski, Shuguang Leng, Pedram Roghanchi, Jiantao Pu
Causal Relationship Network of Risk Factors Impacting Workday Loss in Underground Coal Mines. CoRR (2024)
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
Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining. Medical Image Anal. 89 (2023)
Lei Wang, Meixiao Shen, Ce Shi, Yuheng Zhou, Yang Chen, Jiantao Pu, Hao Chen
EE-Net: An edge-enhanced deep learning network for jointly identifying corneal micro-layers from optical coherence tomography. Biomed. Signal Process. Control. 71 (Part) (2022)
Cameron A. Beeche, Jatin P. Singh, Joseph K. Leader, Naciye S. Gezer, Amechi P. Oruwari, Kunal K. Dansingani, Jay Chhablani, Jiantao Pu
Super U-Net: A modularized generalizable architecture. Pattern Recognit. 128 (2022)
Qinxiang Zheng, Xin Zhang, Juan Zhang, Furong Bai, Shenghai Huang, Jiantao Pu, Wei Chen, Lei Wang
A texture-aware U-Net for identifying incomplete blinking from eye videography. Biomed. Signal Process. Control. 75 (2022)
Jiantao Pu, Joseph K. Leader, Jacob Sechrist, Cameron A. Beeche, Jatin P. Singh, Iclal Ocak, Michael G. Risbano
Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans. Medical Image Anal. 77 (2022)
Lei Wang, Kuan Chen, Han Wen, Qinxiang Zheng, Yang Chen, Jiantao Pu, Wei Chen
Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning. Int. J. Medical Informatics 155 (2021)
Lei Wang, Juan Gu, Yize Chen, Yuanbo Liang, Weijie Zhang, Jiantao Pu, Hao Chen
Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network. Pattern Recognit. 112 (2021)
Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yang Chen, Yuheng Zhou, Yanchun Zhang, Jiantao Pu, Hao Chen
Automated delineation of corneal layers on OCT images using a boundary-guided CNN. Pattern Recognit. 120 (2021)
Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yuheng Zhou, Jiantao Pu
BG-CNN: A Boundary Guided Convolutional Neural Network for Corneal Layer Segmentation from Optical Coherence Tomography. ICBIP (2020)
Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Qi Wang, Jiantao Pu
SDFN: Segmentation-based deep fusion network for thoracic disease classification in chest X-ray images. Comput. Medical Imaging Graph. 75 (2019)
Lei Wang, Ying Huang, Bing Lin, Wencan Wu, Hao Chen, Jiantao Pu
Automatic Classification of Exudates in Color Fundus Images Using an Augmented Deep Learning Procedure. ISICDM (2019)
Wei Zhao, Han Liu, Joseph K. Leader, David Wilson, Xin Meng, Lei Wang, Liang-An Chen, Jiantao Pu
Computerized identification of the vasculature surrounding a pulmonary nodule. Comput. Medical Imaging Graph. 74 (2019)
Lei Wang, Han Liu, Yaling Lu, Hang Chen, Jian Zhang, Jiantao Pu
A coarse-to-fine deep learning framework for optic disc segmentation in fundus images. Biomed. Signal Process. Control. 51 (2019)
Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu
Automated segmentation of the optic disc using the deep learning. Medical Imaging: Image Processing (2019)
Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu
Computerized assessment of glaucoma severity based on color fundus images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu
Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning. CoRR (2019)
Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Jiantao Pu
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images. CoRR (2018)
Lei Wang, Jianbing Zhu, Mao Sheng, Adriena Cribb, Shaocheng Zhu, Jiantao Pu
Simultaneous segmentation and bias field estimation using local fitted images. Pattern Recognit. 74 (2018)
Yi Zhen, Lei Wang, Han Liu, Jian Zhang, Jiantao Pu
Performance assessment of the deep learning technologies in grading glaucoma severity. CoRR (2018)
Lei Wang, Guangqiang Chen, Dai Shi, Yan Chang, Sixian Chan, Jiantao Pu, Xiaodong Yang
Active contours driven by edge entropy fitting energy for image segmentation. Signal Process. 149 (2018)
Lei Wang, Yan Chang, Hui Wang, Zhenzhou Wu, Jiantao Pu, Xiaodong Yang
An active contour model based on local fitted images for image segmentation. Inf. Sci. 418 (2017)
Bin Zheng, Wei Qian, Lihua Li, Jiantao Pu, Yan Kang, Fleming Lure, Maxine Tan, Yuchen Qiu
A new CAD approach for improving efficacy of cancer screening. Medical Imaging: Computer-Aided Diagnosis (2015)
Maxine Tan, Jiantao Pu, Bin Zheng
A new mass classification system derived from multiple features and a trained MLP model. Medical Imaging: Computer-Aided Diagnosis (2014)
Suicheng Gu, Xin Meng, Frank C. Sciurba, Hongxia Ma, Joseph K. Leader, Naftali Kaminski, David Gur, Jiantao Pu
Bidirectional elastic image registration using B-spline affine transformation. Comput. Medical Imaging Graph. 38 (4) (2014)
Maxine Tan, Jiantao Pu, Bin Zheng
Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model. Int. J. Comput. Assist. Radiol. Surg. 9 (6) (2014)
Suicheng Gu, Yi Zhen, Ningli Wang, Jiantao Pu
Computerized detection of retina blood vessel using a piecewise line fitting approach. Medical Imaging: Computer-Aided Diagnosis (2013)
Suicheng Gu, Carl Fuhrman, Xin Meng, Jill M. Siegfried, David Gur, Joseph K. Leader, Frank C. Sciurba, Jiantao Pu
Computerized identification of airway wall in CT examinations using a 3D active surface evolution approach. Medical Image Anal. 17 (3) (2013)
Suicheng Gu, David Wilson, Zhimin Wang, William L. Bigbee, Jill M. Siegfried, David Gur, Jiantao Pu
Identification of pulmonary fissures using a piecewise plane fitting algorithm. Comput. Medical Imaging Graph. 36 (7) (2012)
Suicheng Gu, Zhimin Wang, Jill M. Siegfried, David Wilson, William L. Bigbee, Jiantao Pu
Automated Lobe-Based Airway Labeling. Int. J. Biomed. Imaging 2012 (2012)
Suicheng Gu, Qingfeng Zheng, Jill M. Siegfried, Jiantao Pu
Robust pulmonary lobe segmentation against incomplete fissures. Medical Imaging: Computer-Aided Diagnosis (2012)
Jiantao Pu, Jun Tan
Automated segmentation of pulmonary nodule depicted on CT images. Medical Imaging: Computer-Aided Diagnosis (2011)
Jiantao Pu, David S. Paik, Xin Meng, Justus E. Roos, Geoffrey D. Rubin
Shape "Break-and-Repair" Strategy and Its Application to Automated Medical Image Segmentation. IEEE Trans. Vis. Comput. Graph. 17 (1) (2011)
Jiantao Pu, Carl Fuhrman, Walter F. Good, Frank C. Sciurba, David Gur
A Differential Geometric Approach to Automated Segmentation of Human Airway Tree. IEEE Trans. Medical Imaging 30 (2) (2011)
Jiantao Pu, David Gur
Automated freehand sketch segmentation using radial basis functions. Comput. Aided Des. 41 (12) (2009)
Jiantao Pu, Bin Zheng, Sang Cheol Park
A visualization system for CT based pulmonary fissure analysis. Medical Imaging: Image-Guided Procedures (2009)
Jiantao Pu, Bin Zheng, Joseph K. Leader, Carl Fuhrman, Friedrich Knollmann, Amy Klym, David Gur
Pulmonary Lobe Segmentation in CT Examinations Using Implicit Surface Fitting. IEEE Trans. Medical Imaging 28 (12) (2009)
Sang-Cheol Park, Won Pil Kim, Bin Zheng, Joseph K. Leader, Jiantao Pu, Jun Tan, David Gur
Pulmonary airways tree segmentation from CT examinations using adaptive volume of interest. Medical Imaging: Image Processing (2009)
Jiantao Pu, Joseph K. Leader, Bin Zheng, Friedrich Knollmann, Carl Fuhrman, Frank C. Sciurba, David Gur
A Computational Geometry Approach to Automated Pulmonary Fissure Segmentation in CT Examinations. IEEE Trans. Medical Imaging 28 (5) (2009)
Bin Zheng, Jiantao Pu, Sang Cheol Park, Margarita L. Zuley, David Gur
Assessment of the relationship between lesion segmentation accuracy and computer-aided diagnosis scheme performance. Medical Imaging: Computer-Aided Diagnosis (2008)
Jiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik
Adaptive border marching algorithm: Automatic lung segmentation on chest CT images. Comput. Medical Imaging Graph. 32 (6) (2008)
Jiantao Pu, Karthik Ramani
Priority-Based Geometric Constraint Satisfaction. J. Comput. Inf. Sci. Eng. 7 (4) (2007)
Jiantao Pu, Yagnanarayanan Kalyanaraman, Subramaniam Jayanti, Karthik Ramani, Zygmunt Pizlo
Navigation and Discovery in 3D CAD Repositories. IEEE Computer Graphics and Applications 27 (4) (2007)
Jiantao Pu, Karthik Ramani
On visual similarity based 2D drawing retrieval. Comput. Aided Des. 38 (3) (2006)
Jiantao Pu, Karthik Ramani
ShapeLab: A Unified Framework for 2D & 3D Shape Retrieval. 3DPVT (2006)
Weibin Liu, Yusuke Uehara, Yi Liu, Jiantao Pu, Hao Yu, Daiki Masumoto, Hongbin Zha
3DMIRACLES: 3D model retrieval and visualization engine. Visualization and Data Analysis (2005)
Jiantao Pu, Karthik Ramani
A 3D Model Retrieval Method Using 2D Freehand Sketches. International Conference on Computational Science (2) (2005)
Weibin Liu, Yusuke Uehara, Hao Yu, Daiki Masumoto, Yi Liu, Jiantao Pu, Hongbin Zha
Interactive Visual Retrieval System for Large Scale 3D Models Database. MMM (2005)
Yi Liu, Jiantao Pu, Hongbin Zha, Weibin Liu, Yusuke Uehara
Thickness Histogram and Statistical Harmonic Representation for 3D Model Retrieval. 3DPVT (2004)
Jiantao Pu, Yi Liu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara
3D Model Retrieval Based on 2D Slice Similarity Measurements. 3DPVT (2004)
Yi Liu, Jiantao Pu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara
A Robust Method for Shape-Based 3D Model Retrieval. PG (2004)
Bin Xiao, Jiantao Pu, Shihai Dong
Multimodal Integration Using Complex Feature Set. ICMI (2000)