ACE: Anatomically Consistent Embeddings in Composition and Decomposition. - Zhou, Ziyu; Luo, Haozhe; Taher, Mohammad Reza Hosseinzadeh; Pang, Jiaxuan; Ding, Xiaowei; Gotway, Michael B.; Liang, Jianming (CoRR, 2025)

Editorial: Segmentation and classification: theories, algorithms and applications. - Cai, Xiaohao; Wen, Youwei; Liang, Jianming (Frontiers Comput. Sci., 2024)

Seeking an optimal approach for Computer-aided Diagnosis of Pulmonary Embolism. - Islam, Nahid Ul; Zhou, Zongwei; Gehlot, Shiv; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2024)

Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial? - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2024)

Stepwise incremental pretraining for integrating discriminative, restorative, and adversarial learning. - Guo, Zuwei; Islam, Nahid Ul; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2024)

Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision. - Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (2024)

ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-Grained Appearance for CT Images. - Pang, Jiaxuan; Ma, Dongao; Zhou, Ziyu; Gotway, Michael B.; Liang, Jianming (2024)

Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision. - Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (CoRR, 2024)

Learning Anatomically Consistent Embedding for Chest Radiography. - Zhou, Ziyu; Luo, Haozhe; Pang, Jiaxuan; Ding, Xiaowei; Gotway, Michael B.; Liang, Jianming (2023)

TraceStream: Anomalous Service Localization based on Trace Stream Clustering with Online Feedback. - Zhou, Tong; Zhang, Chenxi; Peng, Xin; Yan, Zhenghui; Li, Pairui; Liang, Jianming; Zheng, Haibing; Zheng, Wujie; Deng, Yuetang (2023)

Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision. - Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (2023)

Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance. - Ma, Dongao; Pang, Jiaxuan; Gotway, Michael B.; Liang, Jianming (2023)

Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision. - Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (CoRR, 2023)

Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance. - Ma, Dongao; Pang, Jiaxuan; Gotway, Michael B.; Liang, Jianming (CoRR, 2023)

Learning Anatomically Consistent Embedding for Chest Radiography. - Zhou, Ziyu; Luo, Haozhe; Pang, Jiaxuan; Ding, Xiaowei; Gotway, Michael B.; Liang, Jianming (CoRR, 2023)

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (2022)

Unifying Visual Perception by Dispersible Points Learning. - Liang, Jianming; Song, Guanglu; Leng, Biao; Liu, Yu (2022)

Benchmarking and Boosting Transformers for Medical Image Classification. - Ma, Dongao; Taher, Mohammad Reza Hosseinzadeh; Pang, Jiaxuan; Islam, Nahid Ul; Haghighi, Fatemeh; Gotway, Michael B.; Liang, Jianming (2022)

Discriminative, Restorative, and Adversarial Learning: Stepwise Incremental Pretraining. - Guo, Zuwei; Islam, Nahid Ul; Gotway, Michael B.; Liang, Jianming (2022)

POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis. - Pang, Jiaxuan; Haghighi, Fatemeh; Ma, Dongao; Islam, Nahid Ul; Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (2022)

CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging. - Taher, Mohammad Reza Hosseinzadeh; Haghighi, Fatemeh; Gotway, Michael B.; Liang, Jianming (2022)

Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes. - Xue, Zeyue; Liang, Jianming; Song, Guanglu; Zong, Zhuofan; Chen, Liang; Liu, Yu; Luo, Ping (2022)

CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging. - Taher, Mohammad Reza Hosseinzadeh; Haghighi, Fatemeh; Gotway, Michael B.; Liang, Jianming (CoRR, 2022)

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Gotway, Michael B.; Liang, Jianming (CoRR, 2022)

Unifying Visual Perception by Dispersible Points Learning. - Liang, Jianming; Song, Guanglu; Leng, Biao; Liu, Yu (CoRR, 2022)

Large-batch Optimization for Dense Visual Predictions. - Xue, Zeyue; Liang, Jianming; Song, Guanglu; Zong, Zhuofan; Chen, Liang; Liu, Yu; Luo, Ping (CoRR, 2022)

Efficient Weakly-Supervised Object Detection With Pseudo Annotations. - Yuan, Qingsheng; Sun, Gang; Liang, Jianming; Leng, Biao (IEEE Access, 2021)

Models Genesis. - Zhou, Zongwei; Sodha, Vatsal; Pang, Jiaxuan; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2021)

Active, continual fine tuning of convolutional neural networks for reducing annotation efforts. - Zhou, Zongwei; Shin, Jae Y.; Gurudu, Suryakanth R.; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2021)

Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging. - Tajbakhsh, Nima; Roth, Holger; Terzopoulos, Demetri; Liang, Jianming (IEEE Trans. Medical Imaging, 2021)

Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (IEEE Trans. Medical Imaging, 2021)

A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis. - Taher, Mohammad Reza Hosseinzadeh; Haghighi, Fatemeh; Feng, Ruibin; Gotway, Michael B.; Liang, Jianming (2021)

Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection. - Islam, Nahid Ul; Gehlot, Shiv; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (2021)

Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (CoRR, 2021)

A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis. - Taher, Mohammad Reza Hosseinzadeh; Haghighi, Fatemeh; Feng, Ruibin; Gotway, Michael B.; Liang, Jianming (CoRR, 2021)

Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection. - Islam, Nahid Ul; Gehlot, Shiv; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (CoRR, 2021)

Analyzing the Influence of Urban Street Greening and Street Buildings on Summertime Air Pollution Based on Street View Image Data. - Wu, Dong; Gong, Jianhua; Liang, Jianming; Sun, Jin; Zhang, Guoyong (ISPRS Int. J. Geo Inf., 2020)

Solar3D: An Open-Source Tool for Estimating Solar Radiation in Urban Environments. - Liang, Jianming; Gong, Jianhua; Xie, Xiuping; Sun, Jun (ISPRS Int. J. Geo Inf., 2020)

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. - Zhou, Zongwei; Siddiquee, Md Mahfuzur Rahman; Tajbakhsh, Nima; Liang, Jianming (IEEE Trans. Medical Imaging, 2020)

Parts2Whole: Self-supervised Contrastive Learning via Reconstruction. - Feng, Ruibin; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (2020)

Learning Semantics-Enriched Representation via Self-discovery, Self-classification, and Self-restoration. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (2020)

Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE). - González, Germán; Jimenez-Carretero, Daniel; Rodríguez-López, Sara; Cano-Espinosa, Carlos; Cazorla, Miguel; Agarwal, Tanya; Agarwal, Vinit; Tajbakhsh, Nima; Gotway, Michael B.; Liang, Jianming; Masoudi, Mojtaba; Eftekhari, Noushin; et al. (CoRR, 2020)

Models Genesis. - Zhou, Zongwei; Sodha, Vatsal; Pang, Jiaxuan; Gotway, Michael B.; Liang, Jianming (CoRR, 2020)

Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration. - Haghighi, Fatemeh; Taher, Mohammad Reza Hosseinzadeh; Zhou, Zongwei; Gotway, Michael B.; Liang, Jianming (CoRR, 2020)

Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation. - Zhou, Zongwei; Shin, Jae Y.; Feng, Ruibin; Hurst, R. Todd; Kendall, Christopher B.; Liang, Jianming (J. Digit. Imaging, 2019)

Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation. - Tajbakhsh, Nima; Shin, Jae Y.; Gotway, Michael B.; Liang, Jianming (Medical Image Anal., 2019)

Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. - Siddiquee, Md Mahfuzur Rahman; Zhou, Zongwei; Tajbakhsh, Nima; Feng, Ruibin; Gotway, Michael B.; Bengio, Yoshua; Liang, Jianming (2019)

Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data. - Tajbakhsh, Nima; Hu, Yufei; Cao, Junli; Yan, Xingjian; Xiao, Yi; Lu, Yong; Liang, Jianming; Terzopoulos, Demetri; Ding, Xiaowei (2019)

iFeedback: Exploiting User Feedback for Real-Time Issue Detection in Large-Scale Online Service Systems. - Zheng, Wujie; Lu, Haochuan; Zhou, Yangfan; Liang, Jianming; Zheng, Haibing; Deng, Yuetang (2019)

Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. - Zhou, Zongwei; Sodha, Vatsal; Siddiquee, Md Mahfuzur Rahman; Feng, Ruibin; Tajbakhsh, Nima; Gotway, Michael B.; Liang, Jianming (2019)

Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data. - Tajbakhsh, Nima; Hu, Yufei; Cao, Junli; Yan, Xingjian; Xiao, Yi; Lu, Yong; Liang, Jianming; Terzopoulos, Demetri; Ding, Xiaowei (CoRR, 2019)

Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. - Zhou, Zongwei; Sodha, Vatsal; Siddiquee, Md Mahfuzur Rahman; Feng, Ruibin; Tajbakhsh, Nima; Gotway, Michael B.; Liang, Jianming (CoRR, 2019)

Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. - Siddiquee, Md Mahfuzur Rahman; Zhou, Zongwei; Tajbakhsh, Nima; Feng, Ruibin; Gotway, Michael B.; Bengio, Yoshua; Liang, Jianming (CoRR, 2019)

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. - Zhou, Zongwei; Siddiquee, Md Mahfuzur Rahman; Tajbakhsh, Nima; Liang, Jianming (CoRR, 2019)

Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data. - Liu, Jiantao; Feng, Quanlong; Gong, Jianhua; Zhou, Jieping; Liang, Jianming; Li, Yi (Int. J. Digit. Earth, 2018)

A Heterogeneous Distributed Virtual Geographic Environment - Potential Application in Spatiotemporal Behavior Experiments. - Shen, Shen; Gong, Jianhua; Liang, Jianming; Li, Wenhang; Zhang, Dong; Huang, Lin; Zhang, Guoyong (ISPRS Int. J. Geo Inf., 2018)

Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments. - Huang, Lin; Gong, Jianhua; Li, Wenhang; Xu, Tao; Shen, Shen; Liang, Jianming; Feng, Quanlong; Zhang, Dong; Sun, Jun (ISPRS Int. J. Geo Inf., 2018)

Introduction to the Special Issue: "State-of-the-Art Virtual/Augmented Reality and 3D Modeling Techniques for Virtual Urban Geographic Experiments". - Liang, Jianming; Gong, Jianhua; Liu, Yu (ISPRS Int. J. Geo Inf., 2018)

UNet++: A Nested U-Net Architecture for Medical Image Segmentation. - Zhou, Zongwei; Siddiquee, Md Mahfuzur Rahman; Tajbakhsh, Nima; Liang, Jianming (2018)

AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts. - Zhou, Zongwei; Shin, Jae Y.; Gurudu, Suryakanth R.; Gotway, Michael B.; Liang, Jianming (CoRR, 2018)

UNet++: A Nested U-Net Architecture for Medical Image Segmentation. - Zhou, Zongwei; Siddiquee, Md Mahfuzur Rahman; Tajbakhsh, Nima; Liang, Jianming (CoRR, 2018)

A quantitative method for storm surge vulnerability assessment - a case study of Weihai city. - Liu, Jin; Gong, Jianhua; Liang, Jianming; Li, Yi; Kang, Lin-Chong; Song, Li-Li; Shi, Sui-Xiang (Int. J. Digit. Earth, 2017)

Embedding user-generated content into oblique airborne photogrammetry-based 3D city model. - Liang, Jianming; Shen, Shen; Gong, Jianhua; Liu, Jin; Zhang, Jinming (Int. J. Geogr. Inf. Sci., 2017)

A Sparse Voxel Octree-Based Framework for Computing Solar Radiation Using 3D City Models. - Liang, Jianming; Gong, Jianhua (ISPRS Int. J. Geo Inf., 2017)

Automatic Sky View Factor Estimation from Street View Photographs - A Big Data Approach. - Liang, Jianming; Gong, Jianhua; Sun, Jun; Zhou, Jieping; Li, Wenhang; Li, Yi; Liu, Jin; Shen, Shen (Remote. Sens., 2017)

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge. - Bernal, Jorge; Tajkbaksh, Nima; Sánchez, Francisco Javier; Matuszewski, Bogdan J.; Chen, Hao; Yu, Lequan; Angermann, Quentin; Romain, Olivier; Rustad, Bjorn; Balasingham, Ilangko; Pogorelov, Konstantin; Choi, Sungbin; et al. (IEEE Trans. Medical Imaging, 2017)

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally. - Zhou, Zongwei; Shin, Jae Y.; Zhang, Lei; Gurudu, Suryakanth R.; Gotway, Michael B.; Liang, Jianming (2017)

Automatic polyp detection in colonoscopy videos. - Yuan, Zijie; Izadyyazdanabadi, Mohammadhassan; Mokkapati, Divya; Panvalkar, Rujuta; Shin, Jae Y.; Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (2017)

Automatic Interpretation of Carotid Intima-Media Thickness Videos Using Convolutional Neural Networks. - Tajbakhsh, Nima; Shin, Jae Y.; Hurst, R. Todd; Kendall, Christopher B.; Liang, Jianming (2017)

On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging. - Tajbakhsh, Nima; Shin, Jae Y.; Gurudu, Suryakanth R.; Hurst, R. Todd; Kendall, Christopher B.; Gotway, Michael B.; Liang, Jianming (2017)

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? - Tajbakhsh, Nima; Shin, Jae Y.; Gurudu, Suryakanth R.; Hurst, R. Todd; Kendall, Christopher B.; Gotway, Michael B.; Liang, Jianming (CoRR, 2017)

Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. - Shin, Jae Y.; Tajbakhsh, Nima; Hurst, R. Todd; Kendall, Christopher B.; Liang, Jianming (CoRR, 2017)

Generating Orthorectified Multi-Perspective 2.5D Maps to Facilitate Web GIS-Based Visualization and Exploitation of Massive 3D City Models. - Liang, Jianming; Gong, Jianhua; Liu, Jin; Zou, Yuling; Zhang, Jinming; Sun, Jun; Chen, Shuisen (ISPRS Int. J. Geo Inf., 2016)

Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information. - Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (IEEE Trans. Medical Imaging, 2016)

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? - Tajbakhsh, Nima; Shin, Jae Y.; Gurudu, Suryakanth R.; Hurst, R. Todd; Kendall, Christopher B.; Gotway, Michael B.; Liang, Jianming (IEEE Trans. Medical Imaging, 2016)

Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks. - Shin, Jae Y.; Tajbakhsh, Nima; Hurst, R. Todd; Kendall, Christopher B.; Liang, Jianming (2016)

Realistic rendering for physically based shallow water simulation in Virtual Geographic Environments (VGEs). - Liang, Jianming; Gong, Jianhua; Li, Yi (Ann. GIS, 2015)

An open-source 3D solar radiation model integrated with a 3D Geographic Information System. - Liang, Jianming; Gong, Jianhua; Zhou, Jieping; Nasser, Ibrahim Abdoul; Li, Ming (Environ. Model. Softw., 2015)

Real-time flood simulations using CA model driven by dynamic observation data. - Li, Yi; Gong, Jianhua; Liu, Heng; Zhu, Jun; Song, Yiquan; Liang, Jianming (Int. J. Geogr. Inf. Sci., 2015)

A Comprehensive Computer-Aided Polyp Detection System for Colonoscopy Videos. - Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (2015)

Automatic polyp detection in colonoscopy videos using an ensemble of convolutional neural networks. - Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (2015)

Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks. - Tajbakhsh, Nima; Gotway, Michael B.; Liang, Jianming (2015)

Visualizing 3D atmospheric data with spherical volume texture on virtual globes. - Liang, Jianming; Gong, Jianhua; Li, Wenhang; Nasser, Ibrahim Abdoul (Comput. Geosci., 2014)

A visualization-oriented 3D method for efficient computation of urban solar radiation based on 3D-2D surface mapping. - Liang, Jianming; Gong, Jianhua; Li, Wenhang; Nasser, Ibrahim Abdoul (Int. J. Geogr. Inf. Sci., 2014)

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. - Rudyanto, Rina Dewi; Kerkstra, Sjoerd; Rikxoort, Eva M. van; Fetita, Catalin I.; Brillet, Pierre-Yves; Lefevre, Christophe; Xue, Wenzhe; Zhu, Xiangjun; Liang, Jianming; Öksüz, Ilkay; Ünay, Devrim; Kadipasaoglu, Kamuran; et al. (Medical Image Anal., 2014)

Automatic polyp detection from learned boundaries. - Tajbakhsh, Nima; Chi, Changching; Gurudu, Suryakanth R.; Liang, Jianming (2014)

Automatic Assessment of Image Informativeness in Colonoscopy. - Tajbakhsh, Nima; Chi, Changching; Sharma, Haripriya; Wu, Qing; Gurudu, Suryakanth R.; Liang, Jianming (2014)

Automatic Polyp Detection Using Global Geometric Constraints and Local Intensity Variation Patterns. - Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (2014)

A novel online boosting algorithm for automatic anatomy detection. - Tajbakhsh, Nima; Wu, Hong; Xue, Wenzhe; Gotway, Michael B.; Liang, Jianming (Mach. Vis. Appl., 2013)

A Classification-Enhanced Vote Accumulation Scheme for Detecting Colonic Polyps. - Tajbakhsh, Nima; Gurudu, Suryakanth R.; Liang, Jianming (2013)

Self-adaptive asymmetric on-line boosting for detecting anatomical structures. - Wu, Hong; Tajbakhsh, Nima; Xue, Wenzhe; Liang, Jianming (2012)

Machine learning-based automatic detection of pulmonary trunk. - Wu, Hong; Deng, Kun; Liang, Jianming (2011)

Automated Detection of Major Thoracic Structures with a Novel Online Learning Method. - Tajbakhsh, Nima; Wu, Hong; Xue, Wenzhe; Liang, Jianming (2011)

Physical priors in virtual colonoscopy. - Rivaz, Hassan; Shinagawa, Yoshihisa; Liang, Jianming (2009)

A Two-Level Approach Towards Semantic Colon Segmentation: Removing Extra-Colonic Findings. - Lu, Le; Wolf, Matthias; Liang, Jianming; Dundar, Murat; Bi, Jinbo; Salganicoff, Marcos (2009)

Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. - Lu, Le; Barbu, Adrian; Wolf, Matthias; Liang, Jianming; Salganicoff, Marcos; Comaniciu, Dorin (2008)

Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. - Lu, Le; Barbu, Adrian; Wolf, Matthias; Liang, Jianming; Bogoni, Luca; Salganicoff, Marcos; Comaniciu, Dorin (2008)

Reduction of lymph tissue false positives in pulmonary embolism detection. - Ghanem, Bernard; Liang, Jianming; Bi, Jinbo; Salganicoff, Marcos; Krishnan, Arun (2008)

Multiple Instance Learning of Pulmonary Embolism Detection with Geodesic Distance along Vascular Structure. - Bi, Jinbo; Liang, Jianming (2007)

Computer Aided Detection of Pulmonary Embolism with Tobogganing and Mutiple Instance Classification in CT Pulmonary Angiography. - Liang, Jianming; Bi, Jinbo (2007)

United Snakes. - Liang, Jianming; McInerney, Tim; Terzopoulos, Demetri (Medical Image Anal., 2006)

On the medical frontier: the 2006 KDD Cup competition and results. - Lane, Terran; Rao, R. Bharat; Bi, Jinbo; Liang, Jianming; Salganicoff, Marcos (SIGKDD Explor., 2006)

CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening. - Cathier, Pascal; Periaswamy, Senthil; Jerebko, Anna K.; Dundar, Murat; Liang, Jianming; Fung, Glenn; Stoeckel, Jonathan; Venkata, T.; Amara, R.; Krishnan, Arun; Rao, R. Bharat; Gupta, Alok; et al. (2004)

Dynamic Chest Image Analysis: Model-Based Perfusion Analysis in Dynamic Pulmonary Imaging. - Liang, Jianming; Järvi, Timo; Kiuru, Aaro; Kormano, Martti; Svedström, Erkki (EURASIP J. Adv. Signal Process., 2003)

United Snakes. - Liang, Jianming; McInerney, Tim; Terzopoulos, Demetri (1999)

Interactive Medical Image Segmentation with United Snakes. - Liang, Jianming; McInerney, Tim; Terzopoulos, Demetri (1999)

Causal Networks and Their Toolkit in KSE. - Liang, Jianming; Ren, Qinliang; Xu, Zhuoqun; Fang, Jiaqing (1994)