Publication Listing

Title Authors Source Year
Association between changes in mammographic image features and risk for near-term breast cancer development M. Tan, B. Zheng, J. K. Leader, D. Gur IEEE Transactions on Medical Imaging 2016
Applying a new quantitative global breast MRI feature analysis scheme to predict tumor response to chemotherapy F. Aghaei, M. Tan, A. B. Hollingsworth, S. Cheng, H. Liu, B. Zheng, Journal of Magnetic Resonance Imaging 2016
A new approach to evaluate drug treatment response of ovarian cancer patients based on deformable image registration M. Tan, Z. Li, Y. Qiu, S. D. McMeekin, T. C. Thai, K. Ding, K. N. Moore, H. Liu, B. Zheng IEEE Transactions on Medical Imaging 2016
Early prediction of clinical benefit for treating ovarian cancer using quantitative CT image feature analysis Y. Qiu, M. Tan, S. McMeekin, T. Thai, K. Moore, K. Ding, H. Liu, B. Zheng Acta Radiologica 2016
Increasing cancer detection yield of breast MRI using a new CAD scheme of mammograms M. Tan, F. Aghaei, A. B. Hollingsworth, R. G. Stough, H. Liu, B. Zheng Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis 2016
Improving the performance of lesion-based computer-aided detection schemes of breast masses using a case-based adaptive cueing method M. Tan, F. Aghaei, Y. Wang, W. Qian, B. Zheng Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis 2016
A B-spline image registration based CAD scheme to evaluate drug treatment response of ovarian cancer patients M. Tan, Z. Li, S. D. McMeekin, T. C. Thai, K. Ding, K. N. Moore, H. Liu, B. Zheng Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis 2016
Computer-aided global breast MR image feature analysis for prediction of tumor response to chemotherapy: performance assessment F. Aghaei, M. Tan, A.B. Hollingsworth, S. Cheng, B. Zheng Proc. SPIE Medical Imaging 2016: Computer-Aided Diagnosis 2016
Computer-aided breast MR image feature analysis for prediction of tumor response to chemotherapy F. Aghaei, M. Tan, A. B. Hollingsworth, W. Qian, H. Liu, B. Zheng Medical Physics 2015
Assessment of a prediction of four-view mammographic image feature based fusion model to predict near-term breast cancer risk M. Tan, J. Pu, S. Cheng, H. Liu, B. Zheng Annals of Biomedical Engineering 2015
Assessment of performance and reproducibility of applying a content-based image retrieval scheme for classification of breast lesions R. R. Gundreddy, M. Tan, Y. Qiu, S. Cheng, H. Liu, B. Zheng Medical Physics 2015
A new approach to develop computer-aided detection schemes of digital mammograms M. Tan, W. Qian, J. Pu, H. Liu, B. Zheng Physics in Medicine and Biology 2015
Association of mammographic image feature change and an increasing risk trend of developing breast cancer: an assessment M. Tan, J. K. Leader, H. Liu, B. Zheng Proc. SPIE Medical Imaging 2015: Computer-Aided Diagnosis 2015
Automated detection of breast tumor in MRI and comparison of kinetic features for assessing tumor response to chemotherapy F. Aghaei, M. Tan, B. Zheng Proc. SPIE Medical Imaging 2015: Computer-Aided Diagnosis 2015
Evaluation of chemotherapy response in ovarian cancer treatment using quantitative CT image biomarkers: a preliminary study Y. Qiu, M. Tan, S. McMeekin, T. Thai, K. Ding, H. Liu, B. Zheng Proc. SPIE Medical Imaging 2015: Computer-Aided Diagnosis 2015
A new Fourier transform based CBIR scheme for mammographic mass classification: a preliminary invariance assessment R. R. Gundreddy, M. Tan, Y. Qiu, B. Zheng Proc. SPIE Medical Imaging 2015: Computer-Aided Diagnosis 2015
Improving efficacy of applying breast MRI to detect mammography-occult breast cancer M. Tan, A. B. Hollingsworth, R. G. Stough, H. Liu, B. Zheng San Antonio Breast Cancer Symposium (SABCS) 2015: Detection/Diagnosis: Breast Imaging – MRI 2015
Optimization of network topology in computer-aided detection schemes using Phased Searching with NEAT in a Time-Scaled Framework M. Tan, J. Pu, B. Zheng Cancer Informatics 2014
A new and fast image feature selection method for developing an optimal mammographic mass detection scheme M. Tan, J. Pu, B. Zheng Medical Physics 2014
Reduction of false-positive recalls using a computerized mammographic image feature analysis scheme M. Tan, J. Pu, B. Zheng Physics in Medicine and Biology 2014
Optimization of breast mass classification using sequential forward floating selection (SFFS) and a support vector machine (SVM) model M. Tan, J. Pu, B. Zheng International Journal of Computer Assisted Radiology and Surgery 2014
Association between computed tissue density asymmetry in bilateral mammograms and near-term breast cancer risk B. Zheng, M. Tan, P. Ramalingam, D. Gur The Breast Journal 2014
Evaluation of correlation between CT image features and ERCC1 protein expression in assessing lung cancer prognosis M. Tan, J. Pu, B. Zheng Proc. SPIE Medical Imaging 2014: Image Perception, Observer Performance, and Technology Assessment 2014
A new mass classification system derived from multiple features and a trained MLP model M. Tan, J. Pu, B. Zheng Proc. SPIE Medical Imaging 2014: Computer-Aided Diagnosis 2014
Prediction of near-term breast cancer risk based on bilateral mammographic feature asymmetry M. Tan, B. Zheng, P. Ramalingam, D. Gur Academic Radiology 2013
Phased searching with NEAT in a Time-Scaled Framework: Experiments on a computer-aided detection system for lung nodules M. Tan, R. Deklerck, J. Cornelis, B. Jansen Artificial Intelligence in Medicine 2013
Analysis of a feature-deselective neuroevolution classifier (FD-NEAT) in a computer-aided lung nodule detection system for CT images M. Tan, R. Deklerck, B. Jansen, J. Cornelis Proc. Genetic and Evolutionary Computation Conference (GECCO 2012) 2012
A novel computer-aided lung nodule detection system for CT images M. Tan, R. Deklerck, B. Jansen, M. Bister, J. Cornelis Medical Physics 2011
Histogram analysis of CT scans for patients with post-mastectomy lymphedema M. Tan, R. Deklerck, A. Tassenoy, J. Cornelis, J. De Mey, N. Buls Proc. IEEE International Conference on Image Processing (Proc. ICIP 2011) 2011
Accelerometer based gait analysis - multi variate assessment of fall risk with FD-NEAT B. Jansen, M. Tan, I. Bautmans, B. Van Keymolen, T. Mets, R. Deklerck Proc. International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2011) 2011
Automated feature selection in neuroevolution M. Tan, M. Hartley, M. Bister, R. Deklerck Evolutionary Intelligence 2009