Publications
This page lists all BMIL publications and presentations (note: those currently under review are omitted). Supplementary information such as data or source code is available for some studies. Please direct inquiries regarding the Biomedical Informatics Lab to Mia K. Markey
Refereed Journals | Conference Proceedings | Journal Editorials | Non-Refereed Articles | Book Chapters | Review Articles | Presentations and Abstracts | Engineering Education
Refereed Journals
| [1] |
M. V. Boland, M. K. Markey, R. F. Murphy, "Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images", Cytometry 33:366-375 (1998). (PDF)
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| [2] |
M. K. Markey, M. V. Boland, R. F. Murphy, "Toward objective selection of representative microscopy images", Biophysical Journal 76:2230-2237 (1999). (PDF)
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| [3] |
G. D. Tourassi, M. K. Markey, J. Y. Lo, C. E. Floyd, Jr., "A neural network approach to breast cancer diagnosis as a constraint satisfaction problem", Medical Physics 28:804-811 (2001). (PDF)
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| [4] |
G. D. Tourassi, E. D. Frederick, M. K. Markey, C. E. Floyd, Jr., "Application of the mutual information criterion for feature selection in computer-aided diagnosis", Medical Physics 28:2394-2402 (2001). (PDF)
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| [5] |
J. Y. Lo, M. K. Markey, J. A. Baker, C. E. Floyd, Jr., "Cross-institutional evaluation of BI-RADS predictive model for mammographic diagnosis of breast cancer", American Journal of Roentgenology 178:457-463 (2002). (PDF)
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| [6] |
M. K. Markey, J. Y. Lo, R. Vargas-Voracek, G. D. Tourassi, C. E. Floyd, Jr., "Perceptron error surface analysis: a case study in breast cancer diagnosis", Computers in Biology and Medicine 32:99-109 (2002). (PDF)
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| [7] |
M. K. Markey, J. Y. Lo, C. E. Floyd, Jr., "Differences between the computer-aided diagnosis of breast masses and that of calcifications", Radiology 223:489-493 (2002). (PDF) (RSNA Press Release)
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| [8] |
M. K. Markey, J. Y. Lo, G. D. Tourassi, C. E. Floyd, Jr., "Self-organizing map for cluster analysis of a breast cancer database", Artificial Intelligence in Medicine 27:113-127 (2003). (PDF)
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| [9] |
M. K. Markey, G. D. Tourassi, C. E. Floyd, Jr. "Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer", Proteomics 3:1678-1679 (2003). (PDF)
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| [10] |
S. Y. Park, T. Collier, J. Aaron, M. K. Markey, R. Richards-Kortum, K. Sokolov, N. Mackinnon, C. MacAulay, L. Coghlan, A. Milbourne, and M. Follen, "Multispectral digital microscopy for in vivo monitoring of oral neoplasia in the hamster cheek pouch model of carcinogenesis," Opt. Express 13, 749-762 (2005). (PDF)
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| [11] |
S. Gupta, M. K. Markey, "Correspondence in texture features between two mammographic views", Medical Physics 32:1598-1606 (2005). (PDF) (Supplementary Information) (Haralick Texture Features Matlab Toolbox v0.1b)
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| [12] |
M. K. Markey, G. D. Tourassi, M. Margolis, and D. M. DeLong, “Impact of missing data in evaluating artificial neural networks trained on complete data”, Computers in Biology and Medicine 36:516-525 (2006). (PDF)
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| [13] |
S. Gupta, P. F. Chyn, M. K. Markey, “Breast cancer CADx based on BI-RADSTM descriptors from two mammographic views”, Medical Physics 33:1810-1817 (2006). (PDF)
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| [14] |
M. P. Sampat, G. J. Whitman, T. W. Stephens, L. D. Broemeling, N. A. Heger, A. C. Bovik, M. K. Markey, “The reliability of measuring physical characteristics of spiculated masses on mammography”, British Journal of Radiology 79:S134-S140 (2006). (PDF)
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| [15] |
M. S. Kim, G. P. Reece, E. Beahm, M. J. Miller, E. N. Atkinson, M. K. Markey, “Objective assessment of aesthetic outcomes of breast cancer treatment: measuring ptosis from clinical photographs”, Computers in Biology and Medicine 37:49-59 (2007). (PDF) (UT Press Release) |
| [16] |
E. A. Fischer, M. Friedman, M. K. Markey, “Empirical comparison of tests for differential expression on time series microarray experiments”, Genomics 89:460-470 (2007). (PDF)
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| [17] |
M. P. Sampat, G. J. Whitman, A. C. Bovik, M. K. Markey, “Comparison of algorithms to enhance spicules of spiculated masses on mammography”, Journal of Digital Imaging 21:9-17 (2008). (PDF)
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| [18] |
H. Shin, B. Sheu, M. Joseph, M. K. Markey, “Guilt-by-association feature selection: identifying biomarkers from proteomic profiles”, Journal of Biomedical Informatics 41:124-136 (2008). (PDF)(GBA Matlab Toolbox)
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| [19] |
H. Shin, M. Mutlu, J. M. Koomen, M. K. Markey, “Parametric power spectral density analysis of noise from instrumentation in MALDI TOF mass spectrometry”, Cancer Informatics 3:317-328 (2007). (PDF)
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| [20] |
M. S. Kim, W. N. Rodney, T. Cooper, C. Kite, G. P. Reece, M. K. Markey, “Toward quantifying the aesthetic outcomes of breast cancer treatment: comparison of clinical photography and colorimetry”, Journal of Evaluation in Clinical Practice (in press) (PDF).
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| [21] |
S. Y. Park, M. Follen, A. Milbourne, H. Rhodes, A. Malpica, N. MacKinnon, C. MacAulay, M. K. Markey, R. Richards-Kortum “Automated image analysis of digital colposcopy for the detection of cervical neoplasia”, Journal of Biomedical Optics 13:014029 (2008). (PDF)
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| [22] |
L. T. Nieman, C. W. Kan, A. Gillenwater, M. K. Markey, K. Sokolov, “Probing the local tissue changes in the oral cavity for the early detection of cancer using oblique polarized reflectance spectroscopy: a pilot clinical trial”, Journal of Biomedical Optics (in press). (PDF)
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Conference Proceedings
| [1] |
M. V. Boland, M. K. Markey, R. F. Murphy, "Classification of protein localization patterns obtained via fluorescence light microscopy", Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (1997), pg. 594-597. (PDF)
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| [2] |
M. K. Markey, J. Y. Lo, G. D. Tourassi, C. E. Floyd, Jr., "Cluster analysis of BI-RADS descriptions of biopsy-proven breast lesions", Medical Imaging 2002: Image Processing, Proceedings of the SPIE 4684:363-370 (2002). (PDF)
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| [3] |
J. Y. Lo, M. A. Gavrielides, M. K. Markey, J. L. Jesneck, "Computer-aided classification of breast microcalcification clusters: merging of features from image processing and radiologists", Medical Imaging 2003: Image Processing, Proceedings of the SPIE 5032:882-889 (2003). (PDF)
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| [4] |
G. D. Tourassi, M. K. Markey, J. Y. Lo, "Validation of a constraint satisfaction neural network for breast cancer diagnosis: new results from 1030 cases", Medical Imaging 2003: Image Processing, Proceedings of the SPIE 5032:207-214 (2003). (PDF)
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| [5] |
E. A. Fischer, J. Y. Lo, M. K. Markey, “Bayesian networks of BI-RADS descriptors for breast lesion classification”, Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (2004), pgs. 3031-3034. (PDF) (Powerpoint Presentation)
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| [6] |
M. K. Markey, A. Patel, “Impact of missing data in training artificial neural networks for computer-aided diagnosis”, International Conference on Machine Learning and Applications (2004). (PDF)
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| [7] |
M. K. Markey, J. Y. Lo, “Issues in assessing multi-institutional performance of BI-RADS-based CADx systems”, Medical Imaging 2005: Image Processing, Proceedings of the SPIE 5747:858-865 (2005). (PDF)
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| [8] |
M. P. Sampat, A. C. Bovik, M. K. Markey, “Classification of mammographic lesions into BI-RADS shape categories using the beamlet transform”, Medical Imaging 2005: Image Processing, Proceedings of the SPIE 5747:16-25 (2005). (PDF)
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| [9] |
M. P. Sampat, G. J. Whitman, M. K. Markey, A. C. Bovik, “Evidence-based detection of spiculated masses and architectural distortions”, Medical Imaging 2005: Image Processing, Proceedings of the SPIE 5747:26-37 (2005). (PDF)
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| [10] |
A. Patel, M. K. Markey, “Comparison of three-class classification performance metrics: a case study in breast cancer CAD”, Medical Imaging 2005: Image Perception, Observer Performance, and Technology Assessment, Proceedings of the SPIE 5749:581-589 (2005). (PDF) (CPET Matlab Toolbox v0.1b)
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| [11] |
Q. Wu, M. Salganicoff, A. Krishnan, D. S. Fussell M. K. Markey, “Interactive lesion segmentation on dynamic contrast enhanced breast MR using a Markov Model”, Medical Imaging 2006: Image Processing, Proceedings of the SPIE 6144: 61444M1-8 (2006). (PDF)
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| [12] |
N. D. Bedard, M. P. Sampat, P. A. Stokes, M. K. Markey, “Reducing false-positive detections by combining two stage-1 computer-aided mass detection algorithms”, Medical Imaging 2006: Image Processing, Proceedings of the SPIE 6144: 61445U1-8 (2006). (PDF)
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| [13] |
S. Gupta, D. Zhang, M. P. Sampat, M. K. Markey, “Combining texture features from MLO and CC views for mammographic CADx”, Medical Imaging 2006: Image Processing, Proceedings of the SPIE 6144: 61445V1-9 (2006). (PDF) (Supplementary Data)
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| [14] |
M. P. Sampat, M. K. Markey, A. C. Bovik, “Measurement and detection of spiculated lesions”, 2006 IEEE Southwest Symposium on Image Analysis and Interpretation, pages 105-109. (invited paper) (PDF)
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| [15] |
M. P. Sampat, A. C. Bovik, M. K. Markey, G. J. Whitman, T. W. Stephens, “Toroidal Gaussian filters for detection and extraction of properties of spiculated masses”, 2006 International Conference on Acoustics, Speech, and Signal Processing, pages II-593-596. (PDF)
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| [16] |
M. P. Sampat, Z. Wang, M. K. Markey, G. J. Whitman, T. W. Stephens, A. C. Bovik, “Measuring intra- and inter-observer agreement in identifying and localizing structures in medical images”, 2006 International Conference on Image Processing. (PDF)
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| [17] |
Q. Wu, G. J. Whitman, D. S. Fussell, M. K. Markey, “Registration of DCE MR images for computer-aided diagnosis of breast cancer”, Asilomar Conference on Signals, Systems, and Computers 2006, pages 826-830. (PDF)
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| [18] |
S. Gupta, M. K. Markey, J. Aggarwal, A. C. Bovik, “Three dimensional face recognition based on geodesic and Euclidean distances”, IS&T/SPIE Symposium on Electronic Imaging: Vision Geometry XV, Proceedings of the SPIE 6499: 64990D1-11 (2007). (PDF)
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| [19] |
S. Gupta, C. W. Kan, T. C. Lin, M. K. Markey, “Reducing variability in the output of artificial neural networks through output calibration”, Medical Imaging: Image Perception, Observer Performance, and Technology Assessment, Proceedings of the SPIE 6515: 65151E1-8 (2007). (PDF)
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| [20] |
N. Udpa, M. P. Sampat, M. S. Kim, G. P. Reece, M. K. Markey, “Objective assessment of the aesthetic outcome of breast cancer treatment: toward automatic localization of fiducial points on digital photographs”, Medical Imaging 2007: Computer-aided Diagnosis, Proceedings of the SPIE 6514: 65142O1-9 (2007). (PDF)
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| [21] |
S. Gupta, M. P. Sampat, Z. Wang, M. K. Markey, A. C. Bovik, “Facial range image matching using the complex-wavelet structural similarity metric”, IEEE Workshop on Applications of Computer Vision (2007). (PDF)
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| [22] |
S. Gupta, J. K. Aggarwal, M. K. Markey, A. C. Bovik, "3D face recognition founded on the structural diversity of human faces", IEEE Conference on Computer Vision and Pattern Recognition (2007). (PDF)
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| [23] |
C. W. Kan, A. Y. Lee, N. Pham, L. T. Nieman, K. Sokolov, M. K. Markey, “Adaptive spectral window sizes for feature extraction from optical spectra”, Photontics West: Biomedical Optics, Proceedings of the SPIE (2008, to appear).
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| [24] |
R. Jahanbin, M. P. Sampat, G. S. Muralidhar, G. J. Whitman, A. C. Bovik, M. K. Markey, “Automated region of interest detection of spiculated masses in digital mammograms”, IEEE Southwest Symposium on Image Analysis and Interpretation (2008, to appear).
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Journal Editorials
| [1] |
P Tarczy-Hornoch, M. K. Markey, J. A. Smith, T. Hiruki, “Bio*medical informatics and genomic medicine: research and training”, Journal of Biomedical Informatics 40:1-4 (2007). (PDF)
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Non-Refereed Articles
| [1] |
S. Gupta, M. K. Markey, A. C. Bovik, “Advancing the state of the art in 3D human facial recognition”, SPIE Newsroom (2007); DOI: 10.1117/2.1200705.0727. (PDF)
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| [2] |
C. W. Kan, M. K. Markey, "Under the hood: mutual information", Biomedical Computation Review, Summer 2007, pg 32. (PDF)
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Book Chapters
| [1] |
M. P. Sampat, M. K. Markey, A. C. Bovik, “Computer-aided detection and diagnosis in mammography”, in Handbook of Image and Video Processing (ed. Bovik), 2nd edition 2005, pages 1195-1217. (PDF)
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| [2] |
Q. Wu, M. K. Markey, “Computer-aided diagnosis of breast cancer on MR imaging”, in Recent Advances In Breast Imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer (eds. Suri and Rangayyan), 2006, pages 739-762. (PDF)
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| [3] |
J. Y. Lo, A. O. Bilska-Wolak, M. K. Markey, G. D. Tourassi, J. A. Baker, and C. E. Floyd Jr., “Computer-aided diagnosis in breast imaging: where do we go after detection?”, in Recent Advances In Breast Imaging, Mammography, and Computer-Aided Diagnosis of Breast Cancer (eds. Suri and Rangayyan), 2006, pages 871-900. |
| [4] |
S. Gupta, M. K. Markey, A. C. Bovik, “Advances and challenges in 3D and 2D+3D human face recognition”, in Pattern Recognition Research Horizons (ed. Erwin A. Zoeller), 2007, pages 161-200. (PDF) |
| [5] |
C. W. Kan, L. T. Nieman, K. Sokolov, M. K. Markey, “AI in clinical decision support: applications in optical spectroscopy for cancer detection an diagnosis”, in Advanced Computational Intelligence Paradigms in Healthcare (ed. M. Sordo, et al.), in press, 2007. (PDF) |
Review Articles
| [1] |
H. Shin, M. K. Markey, “A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples”, Journal of Biomedical Informatics 39:227-248 (2006). (review article). (PDF)
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| [2] |
M. S. Kim, J. Sbalchiero, G. P. Reece, M. J. Miller, E. Beahm, M. K. Markey, "Assessment of breast aesthetics", Plastic and Reconstructive Surgery 121:186e-194e (2008). (review article) (PDF)
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Presentations and Abstracts
| [1] |
M. K. Markey, V. T. Tang, M. LaBarbera, “Swimming kinematics of Argopecten irradians”, National Conference on Undergraduate Research, Western Michigan University, (1994). (PDF) |
| [2] |
M. V. Boland, M. K. Markey, R. F. Murphy, “Automated classification of protein localization patterns”, 36th American Society for Cell Biology Annual Meeting, Molecular Biology of the Cell 7: 908-908 Suppl. (1996). (PDF) |
| [3] |
M. K. Markey, M. V. Boland, R. F. Murphy, “Towards objective selection of representative microscopy images”, 37th American Society for Cell Biology Annual Meeting, Molecular Biology of the Cell 8: 2012-2012 Suppl. (1997). (PDF) |
| [4] |
M. K. Markey, J. Y. Lo, C. E. Floyd, Jr., “Differences in computer aided diagnosis of breast cancer: masses vs. calcifications”, World Congress on Medical Physics and Biomedical Engineering (2000). (PDF)
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| [5] |
G. D. Tourassi, E. D. Frederick, M. K. Markey, C. E. Floyd, Jr., "Application of an information theoretic approach for feature selection in the computer-aided diagnosis of acute pulmonary embolism", Radiological Society of North America Annual Meeting, Radiology 221:547-547 Suppl. (2001). (PDF) |
| [6] |
M. K. Markey, G. D. Tourassi, C. E. Floyd, Jr., “Classification of clinical specimens by CART model of proteins identified by mass spectroscopy”, First Annual Proteomics Datamining Conference, Duke University (2002). (PDF) |
| [7] |
M. K. Markey, J. Y. Lo, G. D. Tourassi, C. E. Floyd, Jr., “Self-organizing map for cluster analysis of a breast cancer database”, Susan G. Komen Mission Conference (2003). (PDF) |
| [8] |
M. K. Markey, S. Gupta, P. F. Chyn, “Agreement in BI-RADS reporting of lesions in CC and MLO views in the DDSM”, Medical Image Perception Conference X (2003). (Presentation) (Abstract) (Public Data Release) |
| [9] |
M. S. Kim, G. P. Reece, E. N. Atkinson, M. K. Markey, “Objective assessment of the aesthetic outcomes of breast cancer treatment: measuring ptosis from clinical photographs”, BECON/BISTIC 2004 Symposium on Biomedical Informatics for Clinical Decision Support: A Vision for the 21st Century (2004). (Poster) (Abstract) |
| [10] |
H. Shin, J. Koomen, K. A. Baggerly, M. K. Markey, “Towards a noise model of MALDI TOF spectra”, American Association for Cancer Research (AACR) Advances in Proteomics in Cancer Research (2004) (Poster) (Abstract) |
| [11] |
S. Gupta, M. K. Markey, “Correspondence in texture features between two mammographic views”, Biomedical Engineering Society (BMES) Annual Fall Meeting (2004) (PDF) (Presentation) |
| [12] |
E. A. Fischer, M. Payne, M. K. Markey, “Bayesian networks for inferring regulation of Plasmodium falciparum’s biosynthetic processes”, Critical Assessment of Microarray Data (CAMDA) (2004) (PDF) (Supplement Table) |
| [13] |
M. P. Sampat, G. J. Whitman, L. D. Broemeling, A. C. Bovik, M. K. Markey, “Inter- and intra-observer variability in measuring properties of spiculated lesion on mammography”, Medical Imaging Perception Conference XI (2005). (PDF) |
| [14] |
M. S. Kim, W. N. Rodney, J. Peng, G. P. Reece, M. K. Markey, “Towards quantifying the aesthetic outcomes of breast cancer treatment: assessing surgical scars”, American Medical Informatics Association Annual Symposium (2005). (PDF) |
| [15] |
H. Shin, B. Sheu, M. K. Markey, “Guilt-by-association feature selection applied to simulated proteomic data”, American Medical Informatics Association Annual Symposium (2005). (Abstract) (Poster)
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| [16] |
S. Y. Park, M. K. Markey, C. MacAulay, A. Milbourne, A. Malpica, J. Benedet, M. Follen, R. Richards-Kortum, “Multispectral digital colposcope for the detection of cervical intraepithelial neoplasia”, 4th Int’l Cervical Cancer Conference, Houston, TX (2005). (PDF) |
| [17] |
H. Shin, M. Mutlu, J. M. Koomen, M. K. Markey, “Analysis of noise in MALDI-TOF mass spectrometry”, UK-Texas Bioscience Collaboration workshop on The Molecular Signature of Cancer (2006). (PPT) |
| [18] |
M. P. Sampat, G. J. Whitman, M. K. Markey, A. C. Bovik, “Comparison of algorithms to enhance spicules on spiculated lesions”, Society for Computer Applications in Radiology Annual Meeting (2006). (DOC) (Tables/Figures) |
| [19] |
N. D. Harrison, L. T. Nieman, C. W. Kan, A. K. El-Naggar, M. K. Markey, A. Gillenwater, K. Sokolov, “Analysis of polarization spectroscopy data to improve imaging of epithelial pre-cancers”, Gordon Research Conference, Lasers in Medicine & Biology, 2-7 July, Plymouth, NH (2006). (PPT) (Abstract) |
| [20] |
E. A. Fischer, K. L. Drake, M. K. Markey, “Identifying activation of transcription factor modules in microarray experiments”, Biomedical Engineering Society 2006 Annual Meeting (2006). |
| [21] |
E. A. Fischer, M. Friedman, M. K. Markey, “Empirical comparison of tests for differential expression on simulated time series microarray experiments”, American Medical Informatics Association 2006 Annual Symposium (2006). (Abstract) |
| [22] |
H. Shin, M. P. Sampat, S. F. Bish, J. M. Koomen, M. K. Markey, “Statistical characterization of chemical noise in MALDI TOF MS by wavelet analysis of multiple noise realizations”, American Medical Informatics Association 2006 Annual Symposium (2006). (Abstract) (Poster)
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| [23] |
R. G. Aranibar, S. Byers, M. K. Markey, H. G. Rylander III, T. E. Milner, “Relationship between birefringence and neurotubule density of the primate retinal nerve fiber layer”, SPIE Photonics West: BiOS Biomedical Optics (2007). |
| [24] |
Q. Wu, G. J. Whitman, D. S. Fussell, M. K. Markey, "Lesion segmentation on Dynamic Contrast-Enhanced Breast MRI using mean shift method", 24th Annual Houston Conference on Biomedical Engineering Research (2007). (Abstract) (PDF) |
| [25] |
M. P. Sampat, G. J. Whitman, S. Gupta, D. R. Hurtubise, A. C. Bovik, M. K. Markey, “Reliability of measuring properties of speculated lesions using a stylus vs. mouse interface”, 24th Annual Houston Conference on Biomedical Engineering Research (2007). (Abstract) (PPT) |
| [26] |
H. Shin, M. K. Markey, “Wavelet-based denoising for MALDI TOF mass spectra by interval and level dependent thresholding”, 24th Annual Houston Conference on Biomedical Engineering Research (2007). |
| [27] |
S. Gupta, W. Han, D. R. Hurtubise, M. S. Kim, E. K. Beahm, G. P. Reece, F. A. Merchant, M. K. Markey, “Assessment of Breast Reconstructive Surgery Outcomes using 3D Human Body Scans”, Biomedical Engineering Society (BMES) Annual Fall Meeting (2007). (PPT) |
| [28] |
M. S. Kim, A. Burgess, G. P. Reece, E. K. Beahm, A. J. Waters, K. M.Basen-Engquist, G. Baum, H. Lee, M. K. Markey, "Understanding surgeons' assessments of the aesthetic outcome of breast cancer treatment using eye-tracking", Medical Image Perception Conference XII (2007) (abstract) |
| [29] |
C. W. Kan, B. Jiang, L. T. Nieman, K. Sokolov, M. K. Markey,"Comparison of linear and non-linear classifiers for oral cancer screening by optical spectroscopy", American Medical Informatics Association 2007 Annual Symposium (2007).(poster) |
| [30] |
M. S. Kim, W. N. Rodney, G. P. Reece, T. Cooper, M. K. Markey, "Quantifying the aesthetic outcomes of breast cancer treatment: assessment of artificial scars", American Medical Informatics Association 2007 Annual Symposium (2007). |
| [31] |
H. Shin, C. W. Kan, H. J. Hocker, M. K. Markey, "Effect of normalization methods on biomarker identification utilizing mass spectrometry", American Medical Informatics Association 2007 Annual
Symposium (2007). (poster) |
Engineering Education
Refereed Journals
| [1] |
M. K. Markey, A. Holmes, T. F. Edgar, K. J. Schmidt, “Student-driven learning in integrated lecture-lab classroom environments: the role of mobile computing”, International Journal of Engineering Education 23:483-490 (2007). (PDF)
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Conference Proceedings
| [1] |
M. K. Markey, K. J. Schmidt, M. G. Saldivar, “Developing an instructional technology scaffold for reinforcing learning of probability and statistics”, Proceedings of the 2005 American Society for Engineering Education Annual Conference and Exposition. (Highlighted in the summary of UT COE Faculty Innovation Center activities in the National Academy of Engineering CASEE Chronicles Volume 2). (PDF) (PPT)
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| [2] |
M. K. Markey, K. J. Schmidt, “Assessing an instructional technology scaffold for reinforcing learning of probability and statistics”, Proceedings of the 2006 American Society for Engineering Education Annual Conference and Exposition. (PDF) (PPT)
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| [3] |
K. J. Schmidt, M. K. Markey, T. E. Milner, “Distance learning in support of an inter-institutional BME department”, Proceedings of the 2007 American Society for Engineering Education Annual Conference and Exposition. (PDF)
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| [4] |
K. J. Schmidt, M. K. Markey, “Relationship between learning style preferences and instructional technology usage”, Proceedings of the 2008 American Society for Engineering Education Annual Conference and Exposition (to appear).
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Presentations/Posters/Abstracts
| [1] |
M. K. Markey, K. J. Schmidt, S. Hays, “Non-linear PowerPoint as an aid in learning probability,
random processes, and statistics” (ASEE GSW 2006 Conference). (PDF) (PPT)
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| [2] |
K. J. Schmidt, M. K. Markey, C. C. Seepersad, “Preparing new engineering faculty for the classroom: a dialogue on faculty development efforts” (ASEE Annual Conference and Exposition 2006). (PPT)
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| [3] |
M. K. Markey, K. J. Schmidt, “Do instructional technologies provide the same benefits for students with different learning styles?” (ASEE GSW 2007 Conference). (Abstract) (PPT)
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| [4] |
K. J. Schmidt, M. K. Markey, T. E. Milner, “Distance learning in support of an inter-institutional BME department” (Texas Distance Learning Association 2007 Annual Conference) (PPT)
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| [5] |
M. K. Markey, K. J. Schmidt, “Women's attitude toward and use of instructional technologies” (Perspectives on Gender and Technology Conference) (PDF)
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