Jiantao Pu

According to our database, Jiantao Pu authored at least 53 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BeyondCT: A deep learning model for predicting pulmonary function from chest CT scans.

Kaiwen Geng, Zhiyi Shi, Xiaoyan Zhao, Alaa Ali, Jing Wang, Joseph K. Leader, Jiantao Pu

CoRR, 2024

Causal Relationship Network of Risk Factors Impacting Workday Loss in Underground Coal Mines.

Shangsi Ren, Cameron A. Beeche, Zhiyi Shi, Maria Acevedo Garcia, Katherine Zychowski, Shuguang Leng, Pedram Roghanchi, Jiantao Pu

CoRR, 2024

2023

Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining.

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

Medical Image Anal., October, 2023

2022

Super U-Net: A modularized generalizable architecture.

Cameron A. Beeche, Jatin P. Singh, Joseph K. Leader, Naciye Sinem Gezer, Amechi P. Oruwari, Kunal K. Dansingani, Jay Chhablani, Jiantao Pu

Pattern Recognit., 2022

Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans.

Jiantao Pu, Joseph K. Leader, Jacob Sechrist, Cameron A. Beeche, Jatin P. Singh, Iclal Ocak, Michael G. Risbano

Medical Image Anal., 2022

A texture-aware U-Net for identifying incomplete blinking from eye videography.

Qinxiang Zheng, Xin Zhang, Juan Zhang, Furong Bai, Shenghai Huang, Jiantao Pu, Wei Chen, Lei Wang

Biomed. Signal Process. Control., 2022

EE-Net: An edge-enhanced deep learning network for jointly identifying corneal micro-layers from optical coherence tomography.

Lei Wang, Meixiao Shen, Ce Shi, Yuheng Zhou, Yang Chen, Jiantao Pu, Hao Chen

Biomed. Signal Process. Control., 2022

2021

Automated delineation of corneal layers on OCT images using a boundary-guided CNN.

Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yang Chen, Yuheng Zhou, Yanchun Zhang, Jiantao Pu, Hao Chen

Pattern Recognit., 2021

Automated segmentation of the optic disc from fundus images using an asymmetric deep learning network.

Lei Wang, Juan Gu, Yize Chen, Yuanbo Liang, Weijie Zhang, Jiantao Pu, Hao Chen

Pattern Recognit., 2021

Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning.

Lei Wang, Kuan Chen, Han Wen, Qinxiang Zheng, Yang Chen, Jiantao Pu, Wei Chen

Int. J. Medical Informatics, 2021

2020

BG-CNN: A Boundary Guided Convolutional Neural Network for Corneal Layer Segmentation from Optical Coherence Tomography.

Lei Wang, Meixiao Shen, Qian Chang, Ce Shi, Yuheng Zhou, Jiantao Pu

Proceedings of the ICBIP 2020: 5th International Conference on Biomedical Signal and Image Processing, 2020

2019

Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning.

Yi Zhen, Hang Chen, Xu Zhang, Meng Liu, Xin Meng, Jian Zhang, Jiantao Pu

CoRR, 2019

Computerized identification of the vasculature surrounding a pulmonary nodule.

Wei Zhao, Han Liu, Joseph K. Leader, David Wilson, Xin Meng, Lei Wang, Liang-An Chen, Jiantao Pu

Comput. Medical Imaging Graph., 2019

SDFN: Segmentation-based deep fusion network for thoracic disease classification in chest X-ray images.

Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Qi Wang, Jiantao Pu

Comput. Medical Imaging Graph., 2019

A coarse-to-fine deep learning framework for optic disc segmentation in fundus images.

Lei Wang, Han Liu, Yaling Lu, Hang Chen, Jian Zhang, Jiantao Pu

Biomed. Signal Process. Control., 2019

Automated segmentation of the optic disc using the deep learning.

Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Computerized assessment of glaucoma severity based on color fundus images.

Lei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Automatic Classification of Exudates in Color Fundus Images Using an Augmented Deep Learning Procedure.

Lei Wang, Ying Huang, Bing Lin, Wencan Wu, Hao Chen, Jiantao Pu

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

2018

Active contours driven by edge entropy fitting energy for image segmentation.

Lei Wang, Guangqiang Chen, Dai Shi, Yan Chang, Sixian Chan, Jiantao Pu, Xiaodong Yang

Signal Process., 2018

Simultaneous segmentation and bias field estimation using local fitted images.

Lei Wang, Jianbing Zhu, Mao Sheng, Adriena Cribb, Shaocheng Zhu, Jiantao Pu

Pattern Recognit., 2018

Performance assessment of the deep learning technologies in grading glaucoma severity.

Yi Zhen, Lei Wang, Han Liu, Jian Zhang, Jiantao Pu

CoRR, 2018

SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images.

Han Liu, Lei Wang, Yandong Nan, Faguang Jin, Jiantao Pu

CoRR, 2018

2017

An active contour model based on local fitted images for image segmentation.

Lei Wang, Yan Chang, Hui Wang, Zhenzhou Wu, Jiantao Pu, Xiaodong Yang

Inf. Sci., 2017

2015

A new CAD approach for improving efficacy of cancer screening.

Bin Zheng, Wei Qian, Lihua Li, Jiantao Pu, Yan Kang, Fleming Lure, Maxine Tan, Yuchen Qiu

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014

Bidirectional elastic image registration using B-spline affine transformation.

Suicheng Gu, Xin Meng, Frank C. Sciurba, Hongxia Ma, Joseph K. Leader, Naftali Kaminski, David Gur, Jiantao Pu

Comput. Medical Imaging Graph., 2014

Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model.

Maxine Tan, Jiantao Pu, Bin Zheng

Int. J. Comput. Assist. Radiol. Surg., 2014

A new mass classification system derived from multiple features and a trained MLP model.

Maxine Tan, Jiantao Pu, Bin Zheng

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

2013

Computerized identification of airway wall in CT examinations using a 3D active surface evolution approach.

Suicheng Gu, Carl Fuhrman, Xin Meng, Jill M. Siegfried, David Gur, Joseph K. Leader, Frank C. Sciurba, Jiantao Pu

Medical Image Anal., 2013

Computerized detection of retina blood vessel using a piecewise line fitting approach.

Suicheng Gu, Yi Zhen, Ningli Wang, Jiantao Pu

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2012

Automated Lobe-Based Airway Labeling.

Suicheng Gu, Zhimin Wang, Jill M. Siegfried, David Wilson, William L. Bigbee, Jiantao Pu

Int. J. Biomed. Imaging, 2012

Identification of pulmonary fissures using a piecewise plane fitting algorithm.

Suicheng Gu, David Wilson, Zhimin Wang, William L. Bigbee, Jill M. Siegfried, David Gur, Jiantao Pu

Comput. Medical Imaging Graph., 2012

Robust pulmonary lobe segmentation against incomplete fissures.

Suicheng Gu, Qingfeng Zheng, Jill M. Siegfried, Jiantao Pu

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

2011

Shape "Break-and-Repair" Strategy and Its Application to Automated Medical Image Segmentation.

Jiantao Pu, David S. Paik, Xin Meng, Justus E. Roos, Geoffrey D. Rubin

IEEE Trans. Vis. Comput. Graph., 2011

A Differential Geometric Approach to Automated Segmentation of Human Airway Tree.

Jiantao Pu, Carl Fuhrman, Walter F. Good, Frank C. Sciurba, David Gur

IEEE Trans. Medical Imaging, 2011

Automated segmentation of pulmonary nodule depicted on CT images.

Jiantao Pu, Jun Tan

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2009

Pulmonary Lobe Segmentation in CT Examinations Using Implicit Surface Fitting.

Jiantao Pu, Bin Zheng, Joseph K. Leader, Carl Fuhrman, Friedrich Knollmann, Amy Klym, David Gur

IEEE Trans. Medical Imaging, 2009

A Computational Geometry Approach to Automated Pulmonary Fissure Segmentation in CT Examinations.

Jiantao Pu, Joseph K. Leader, Bin Zheng, Friedrich Knollmann, Carl Fuhrman, Frank C. Sciurba, David Gur

IEEE Trans. Medical Imaging, 2009

Automated freehand sketch segmentation using radial basis functions.

Jiantao Pu, David Gur

Comput. Aided Des., 2009

Pulmonary airways tree segmentation from CT examinations using adaptive volume of interest.

Sang-Cheol Park, Won Pil Kim, Bin Zheng, Joseph K. Leader, Jiantao Pu, Jun Tan, David Gur

Proceedings of the Medical Imaging 2009: Image Processing, 2009

A visualization system for CT based pulmonary fissure analysis.

Jiantao Pu, Bin Zheng, Sang Cheol Park

Proceedings of the Medical Imaging 2009: Visualization, 2009

2008

Adaptive border marching algorithm: Automatic lung segmentation on chest CT images.

Jiantao Pu, Justus E. Roos, Chin A. Yi, Sandy Napel, Geoffrey D. Rubin, David S. Paik

Comput. Medical Imaging Graph., 2008

Assessment of the relationship between lesion segmentation accuracy and computer-aided diagnosis scheme performance.

Bin Zheng, Jiantao Pu, Sang Cheol Park, Margarita L. Zuley, David Gur

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

2007

Priority-Based Geometric Constraint Satisfaction.

Jiantao Pu, Karthik Ramani

J. Comput. Inf. Sci. Eng., 2007

Navigation and Discovery in 3D CAD Repositories.

Jiantao Pu, Yagnanarayanan Kalyanaraman, Subramaniam Jayanti, Karthik Ramani, Zygmunt Pizlo

IEEE Computer Graphics and Applications, 2007

2006

On visual similarity based 2D drawing retrieval.

Jiantao Pu, Karthik Ramani

Comput. Aided Des., 2006

ShapeLab: A Unified Framework for 2D & 3D Shape Retrieval.

Jiantao Pu, Karthik Ramani

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

3DMIRACLES: 3D model retrieval and visualization engine.

Weibin Liu, Yusuke Uehara, Yi Liu, Jiantao Pu, Hao Yu, Daiki Masumoto, Hongbin Zha

Proceedings of the Visualization and Data Analysis 2005, 2005

Interactive Visual Retrieval System for Large Scale 3D Models Database.

Weibin Liu, Yusuke Uehara, Hao Yu, Daiki Masumoto, Yi Liu, Jiantao Pu, Hongbin Zha

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

A 3D Model Retrieval Method Using 2D Freehand Sketches.

Jiantao Pu, Karthik Ramani

Proceedings of the Computational Science, 2005

2004

A Robust Method for Shape-Based 3D Model Retrieval.

Yi Liu, Jiantao Pu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara

Proceedings of the 12th Pacific Conference on Computer Graphics and Applications, 2004

3D Model Retrieval Based on 2D Slice Similarity Measurements.

Jiantao Pu, Yi Liu, Guyu Xin, Hongbin Zha, Weibin Liu, Yusuke Uehara

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

Thickness Histogram and Statistical Harmonic Representation for 3D Model Retrieval.

Yi Liu, Jiantao Pu, Hongbin Zha, Weibin Liu, Yusuke Uehara

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2000

Multimodal Integration Using Complex Feature Set.

Bin Xiao, Jiantao Pu, Shihai Dong

Proceedings of the Advances in Multimodal Interfaces, 2000