Jianfei Liu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 56

Top Topics

Cell Segmentation

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Geosci. Remote. Sens.

Publications

Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu, Christopher Parnell, Ronald M. Summers
Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study. CoRR (2024)
David C. Oluigboa, Bikash Santra, Tejas Sudharshan Mathai, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
Weakly Supervised Detection of Pheochromocytomas and Paragangliomas in CT. CoRR (2024)
Jianfei Liu, Omid Shafaat, Sayantan Bhadra, Christopher Parnell, Ayden Harris, Ronald M. Summers
Improved subcutaneous edema segmentation on abdominal CT using a generated adipose tissue density prior. Int. J. Comput. Assist. Radiol. Surg. 19 (3) (2024)
Jianfei Liu, Christopher Parnell, Ronald M. Summers
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation. CoRR (2024)
Andrew M. Nguyen, Jianfei Liu, Tejas Sudharshan Mathai, Peter C. Grayson, Ronald M. Summers
Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study. CoRR (2024)
David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M. Summers
Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Comput. Medical Imaging Graph. 116 (2024)
Ge Meng, Nannan Luan, Hao He, Fan Lei, Jianfei Liu
Side-Opened Hollow Fiber-Based SPR Sensor for High Refractive Index Detection. Sensors 24 (13) (2024)
Kimberly Helm, Tejas Sudharshan Mathai, Boah Kim, Pritam Mukherjee, Jianfei Liu, Ronald M. Summers
Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks. CoRR (2024)
Jianfei Liu, Omid Shafaat, Ronald M. Summers
A Dual-Branch Network with Mixed and Self-Supervision for Medical Image Segmentation: An Application to Segment Edematous Adipose Tissue. MILLanD@MICCAI (2023)
Wenbin Zeng, Jichang Guo, Luguo Hao, Jianfei Liu
An Efficient Method for Video Object Detection in Automatic Scoring of Physical Experimental Operations. Int. J. Artif. Intell. Tools 32 (8) (2023)
Shou Feng, Rui Feng, Jianfei Liu, Chunhui Zhao, Fengchao Xiong, Lifu Zhang
An Attention-Based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Liangchen Liu, Benjamin Hou, Manas Kumar Nag, Jianfei Liu, Navid Hasani, Thomas C. Shen, Yingying Zhu, Babak Saboury, Jing Xiao, Ronald M. Summers
Improving Automatic Segmentation of lymphoma with Additional Medical Knowledge Priors. ISBI (2023)
Hongjiao Liu, Jiayue He, Jinpeng Wang, Nan Su, Chunhui Zhao, Yiming Yan, Shou Feng, Ze Liu, Jianfei Liu, Zilong Zhao
Multi-Band Hyperspectral Object Tracking: Leveraging Spectral Information Prompts and Spectral Scale-Aware Representation. WHISPERS (2023)
Wenbin Zeng, Jichang Guo, Luguo Hao, Jianfei Liu, Chen Wang
Evaluation of Physical Electrical Experiment Operation Process Based on YOLOv5 and ResNeXt Cascade Networks. Neural Process. Lett. 55 (2) (2023)
Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
3D universal lesion detection and tagging in CT with self-training. Medical Imaging: Computer-Aided Diagnosis (2023)
Akshaya Anand, Jianfei Liu, Thomas C. Shen, W. Marston Linehan, Peter A. Pinto, Ronald M. Summers
Automated classification of intravenous contrast enhancement phase of CT scans using residual networks. Medical Imaging: Computer-Aided Diagnosis (2023)
Alexander Shieh, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
Correcting class imbalances with self-training for improved universal lesion detection and tagging. Medical Imaging: Computer-Aided Diagnosis (2023)
Jianfei Liu, Kaixuan Lv, Xujun Fan, Mingming Luo, Wenrong Yang
A Phase Sensitive OFDR-based Distributed Optical Fiber Strain Sensing System with High Precision and Spatial Resolution. ICAIT (2023)
Andrew M. Nguyen, Tejas Sudharshan Mathai, Liangchen Liu, Jianfei Liu, Ronald M. Summers
Automated Measurement of Pericoronary Adipose Tissue Attenuation and Volume in CT Angiography. CoRR (2023)
Manas Kumar Nag, Jianfei Liu, Seung Yeon Shin, Benjamin Hou, Liangchen Liu, Perry J. Pickhardt, Jung-Min Lee, Ronald M. Summers
Improved ascites segmentation with bladder identification using anatomical location residual U-Net. Medical Imaging: Computer-Aided Diagnosis (2023)
Xunlan Li, Zhaoxin Wei, Fangfang Peng, Jianfei Liu, Guohui Han
Estimating the distribution of chlorophyll content in CYVCV infected lemon leaf using hyperspectral imaging. Comput. Electron. Agric. 198 (2022)
Jianfei Liu, Joanne Li, Amday Wolde, Catherine Cukras, Johnny Tam
Hybrid transformer for lesion segmentation on adaptive optics retinal images. Medical Imaging: Computer-Aided Diagnosis (2022)
Liangchen Liu, Jianfei Liu, Manas Kumar Nag, Navid Hasani, Seung Yeon Shin, Sriram S. Paravastu, Babak Saboury, Jing Xiao, Lingyun Huang, Ronald M. Summers
Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans. MMMI@MICCAI (2022)
Mingzhi Zhang, Lu Wang, Hui Wang, Na Xiao, Jianfei Liu
Exploration of Water-Saving and High-Yield Irrigation Model for Tomato under Microsprinkler Irrigation with Plastic Film in a Greenhouse Based on Spatial Analysis. J. Sensors 2022 (2022)
Jianfei Liu, Christine Shen, Nancy Aguilera, Catherine Cukras, Robert B. Hufnagel, Wadih M. Zein, Tao Liu, Johnny Tam
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images. IEEE Trans. Medical Imaging 40 (10) (2021)
Jianfei Liu, Nancy Aguilera, Tao Liu, Johnny Tam
Automated Iterative Label Transfer Improves Segmentation of Noisy Cells in Adaptive Optics Retinal Images. DGM4MICCAI/DALI@MICCAI (2021)
Junxiang Tan, Haojie Zhao, Ronghao Yang, Hua Liu, Shaoda Li, Jianfei Liu
An Entropy-Weighting Method for Efficient Power-Line Feature Evaluation and Extraction from LiDAR Point Clouds. Remote. Sens. 13 (17) (2021)
Jianfei Liu, Yoo-Jean Han, Tao Liu, Johnny Tam
Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Jianfei Liu, Yoo-Jean Han, Tao Liu, Nancy Aguilera, Johnny Tam
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yueying Cheng, Mingming Luo, Jianfei Liu, Nannan Luan
Numerical Analysis and Recursive Compensation of Position Deviation for a Sub-Millimeter Resolution OFDR. Sensors 20 (19) (2020)
Jianfei Liu, Joanne Li, Tao Liu, Johnny Tam
Graded Image Generation Using Stratified CycleGAN. MICCAI (2) (2020)
Haixia Han, Donglian Hou, Lei Zhao, Nannan Luan, Li Song, Zhaohong Liu, Yudong Lian, Jianfei Liu, Yongsheng Hu
A Large Detection-Range Plasmonic Sensor Based on An H-Shaped Photonic Crystal Fiber. Sensors 20 (4) (2020)
Haixia Han, Donglian Hou, Nannan Luan, Zhenxu Bai, Li Song, Jianfei Liu, Yongsheng Hu
Surface Plasmon Resonance Sensor Based on Dual-Side Polished Microstructured Optical Fiber with Dual-Core. Sensors 20 (14) (2020)
Xiuxiu Xu, Mingming Luo, Jianfei Liu, Nannan Luan
Fluorinated Polyimide-Film Based Temperature and Humidity Sensor Utilizing Fiber Bragg Grating. Sensors 20 (19) (2020)
Chaoshou Yan, Jianfei Liu, Shuihua Zheng, Bin Huang, Jiacheng Dai
Study on the Effects of the Wear-Rings Clearance on the Solid-Liquid Two-Phase Flow Characteristics of Centrifugal Pumps. Symmetry 12 (12) (2020)
Jianhuo Shen, Teng Li, Chuanrui Hu, Hong He, Jianfei Liu
Automatic cell segmentation using mini-u-net on fluorescence in situ hybridization images. Medical Imaging: Computer-Aided Diagnosis (2019)
Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation. MICCAI (1) (2019)
Lei Zhao, Haixia Han, Nannan Luan, Jianfei Liu, Li Song, Yongsheng Hu
A Temperature Plasmonic Sensor Based on a Side Opening Hollow Fiber Filled with High Refractive Index Sensing Medium. Sensors 19 (17) (2019)
Jingjing Zhang, Shuolin Liu, Teng Li, Ronghu Mao, Chi Du, Jianfei Liu
Voxel-Level Radiotherapy Dose Prediction Using Densely Connected Network with Dilated Convolutions. AIRT@MICCAI (2019)
Jianhuo Shen, Teng Li, Chuanrui Hu, Hong He, Dashan Jiang, Jianfei Liu
An Augmented Cell Segmentation in Fluorescent in Situ Hybridization Images. EMBC (2019)
Dashan Jiang, Teng Li, Ronghu Mao, Chi Du, Yongbin Liu, Shuolin Liu, Jianfei Liu
One-Dimensional Convolutional Network for Dosimetry Evaluation at Organs-at-Risk in Esophageal Radiation Treatment Planning. AIRT@MICCAI (2019)
Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images. OMIA@MICCAI (2019)
Jianfei Liu, Haewon Jung, Tao Liu, Johnny Tam
Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels. Medical Imaging: Computer-Aided Diagnosis (2019)
Dashan Jiang, Teng Li, Ronghu Mao, Chi Du, Jianfei Liu
Deep Learning Based Dosimetry Evaluation at Organs-at-Risk in Esophageal Radiation Treatment Planning. EMBC (2019)
Jianfei Liu, Haewon Jung, Johnny Tam
Computer-aided detection of pattern changes in longitudinal adaptive optics images of the retinal pigment epithelium. ISBI (2018)
Shang Xiang, Jianfei Liu
A 36-Element Solution To Schneiders' Pyramid Hex-Meshing Problem And A Parity-Changing Template For Hex-Mesh Revision. CoRR (2018)
Miao Li, Lan Zhang, Xiongbin Wu, Xianchang Yue, William J. Emery, Xianzhou Yi, Jianfei Liu, Guobin Yang
Ocean Surface Current Extraction Scheme With High-Frequency Distributed Hybrid Sky-Surface Wave Radar System. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Ketao Ma, Xiongbin Wu, Xianchang Yue, Li Wang, Jianfei Liu
Array Beamforming Algorithm for Estimating Waves and Currents From Marine X-Band Radar Image Sequences. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Chuan Li, Xiongbin Wu, Xianchang Yue, Lan Zhang, Jianfei Liu, Miao Li, Heng Zhou, Bin Wan
Extraction of Wind Direction Spreading Factor From Broad-Beam High-Frequency Surface Wave Radar Data. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Jianfei Liu, Haewon Jung, Johnny Tam
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images. MICCAI (2) (2017)
Jianfei Liu, William J. Emery, Xiongbin Wu, Miao Li, Chuan Li, Lan Zhang
Computing Ocean Surface Currents From GOCI Ocean Color Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Jianfei Liu, Xiongbin Wu, William J. Emery, Lan Zhang, Chuan Li, Ketao Ma
Direction-of-Arrival Estimation and Sensor Array Error Calibration Based on Blind Signal Separation. IEEE Signal Process. Lett. 24 (1) (2017)
Miao Li, Xiongbin Wu, Lan Zhang, Xianchang Yue, Chuan Li, Jianfei Liu
A New Algorithm for Surface Currents Inversion With High-Frequency Over-the-Horizon Radar. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)
Jianfei Liu, William J. Emery, Xiongbin Wu, Miao Li, Chuan Li, Lan Zhang
Computing Coastal Ocean Surface Currents from MODIS and VIIRS Satellite Imagery. Remote. Sens. 9 (10) (2017)
Jianfei Liu, Alfredo Dubra, Johnny Tam
Computer-aided detection of human cone photoreceptor inner segments using multi-scale circular voting. Medical Imaging: Computer-Aided Diagnosis (2016)
Jianfei Liu, Alfredo Dubra, Johnny Tam
A fully automatic framework for cell segmentation on non-confocal adaptive optics images. Medical Imaging: Computer-Aided Diagnosis (2016)
Kevin M. Cherry, Brandon Peplinski, Lauren Kim, Shijun Wang, Le Lu, Weidong Zhang, Jianfei Liu, Zhuoshi Wei, Ronald M. Summers
Sequential Monte Carlo tracking of the marginal artery by multiple cue fusion and random forest regression. Medical Image Anal. 19 (1) (2015)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19 (1) (2015)
Wei Xiao, Jianfei Liu, Nan Jiang, Hongzhou Shi
An optimization of the object function for routing protocol of low-power and Lossy networks. ICSAI (2014)
Jianfei Liu, Jianhua Yao, Shijun Wang, Marius George Linguraru, Ronald M. Summers
Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. Medical Imaging: Image Processing (2014)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. 18 (5) (2014)
Zhuoshi Wei, Weidong Zhang, Jianfei Liu, Shijun Wang, Jianhua Yao, Ronald M. Summers
Computer-aided detection of colitis on computed tomography using a visual codebook. ISBI (2013)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework. ISBI (2013)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
An optical flow approach to tracking colonoscopy video. Comput. Medical Imaging Graph. 37 (3) (2013)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. MICCAI (2) (2013)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
A robust method to track colonoscopy videos with non-informative images. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Jianfei Liu, Shijun Wang, Jianhua Yao, Marius George Linguraru, Ronald M. Summers
Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images. MICCAI (1) (2013)
Jianfei Liu, Marius George Linguraru, Shijun Wang, Ronald M. Summers
Automatic segmentation of kidneys from non-contrast CT images using efficient belief propagation. Medical Imaging: Computer-Aided Diagnosis (2013)
Shijun Wang, Brandon Peplinski, Le Lu, Weidong Zhang, Jianfei Liu, Zhuoshi Wei, Ronald M. Summers
Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue Fusion. MICCAI (2) (2013)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers
Robust detection of renal calculi from non-contract CT images using TV-flow and MSER features. Medical Imaging: Computer-Aided Diagnosis (2013)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
Towards designing an optical-flow based colonoscopy tracking algorithm: a comparative study. Medical Imaging: Image-Guided Procedures (2013)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
A phantom design for validating colonoscopy tracking. Medical Imaging: Computer-Aided Diagnosis (2012)
Marius George Linguraru, William J. Richbourg, Jianfei Liu, Jeremy M. Watt, Vivek Pamulapati, Shijun Wang, Ronald M. Summers
Tumor Burden Analysis on Computed Tomography by Automated Liver and Tumor Segmentation. IEEE Trans. Medical Imaging 31 (10) (2012)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers
Tumor Sensitive Matching Flow: An Approach for Ovarian Cancer Metastasis Detection and Segmentation. Abdominal Imaging (2012)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
Temporal volume flow: an approach to tracking failure recovery. Medical Imaging: Computer-Aided Diagnosis (2011)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
Accurate motion parameter estimation for colonoscopy tracking using a regression method. Medical Imaging: Computer-Aided Diagnosis (2010)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo
Region Flow: A Multi-stage Method for Colonoscopy Tracking. MICCAI (2) (2010)
William Ribarsky, Kalpathi R. Subramanian, Jianfei Liu, Onyewuchi Obirieze, Jack Guest
Mobile application for first response and emergency evacuation in Urban settings. COM.Geo (2010)
Jianfei Liu, Y. Q. Chen, José M. Maisog, George Luta
A new point containment test algorithm based on preprocessing and determining triangles. Comput. Aided Des. 42 (12) (2010)
Xiaopeng Zhang, Jianfei Liu, Marc Jaeger, Zili Li
Volume Decomposition for Hierarchical Skeletonization. Int. J. Virtual Real. 8 (1) (2009)
Jianfei Liu, Jia-yu Liu, Tingting Zhang, Jing-chun Li
Application of Cross-Correlation Algorithm in Radio Weak Signal Detection. CNSR (2009)
Xiaopeng Zhang, Jianfei Liu, Zili Li, Marc Jaeger
Volume decomposition and hierarchical skeletonization. VRCAI (2008)
Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo, Robert Van Uitert
A stable optic-flow based method for tracking colonoscopy images. CVPR Workshops (2008)
Jianfei Liu, Kalpathi R. Subramanian
Robust centerline extraction from tubular structures in medical images. Medical Imaging: Image-Guided Procedures (2007)
Jianfei Liu, Shuli Sun
Small Polyhedron Reconnection: A New Way to Eliminate Poorly-Shaped Tetrahedra. IMR (2006)
Jianfei Liu, Xiaopeng Zhang
Enclosure Sphere Based Cell Visibility for Virtual Endoscopy. IEEE Visualization (2005)
Jianfei Liu, Xiaopeng Zhang, Frédéric Blaise
Distance Contained Centerline for Virtual Endoscopy. ISBI (2004)
Shuli Sun, Jianfei Liu
An Efficient Optimization Procedure for Tetrahedral Meshes by Chaos Search Algorithm. J. Comput. Sci. Technol. 18 (6) (2003)