A. Refereed Archival Journal Publications

A-[001] 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 (November 1998). PMID: 9822349

A-[002] M.K. Markey, M.V. Boland, R.F. Murphy, “Toward objective selection of representative microscopy images,” Biophysical Journal 76:2230-2237 (April 1999). PMCID: PMC1300196

A-[003] 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 (May 2001). PMID: 11393476

A-[004] 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 (December 2001). PMID: 11797941

A-[005] 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 (February 2002). PMID: 11804918

A-[006] 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 (March 2002). PMID: 11879823

A-[007] 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 (May 2002). (The Radiological Society of North America highlighted this study in a press release, April 30, 2002). PMID: 11997558

A-[008] 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 (February 2003). PMID: 12636975

A-[009] 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 (September 2003). (short communication) PMID: 12636975

A-[010] S.Y. Park, T. Collier, J. Aaron, M.K. Markey, R. Richards-Kortum, K. Sokolov, N. Mackinnon, C. MacAulay, L. Coghlan, A. Milbourne, M. Follen, “Multispectral digital microscopy for in vivo monitoring of oral neoplasia in the hamster cheek pouch model of carcinogenesis,” Optics Express 13:749-762 (February 2005). PMID: 19494935

A-[011] S. Gupta, M.K. Markey, “Correspondence in texture features between two mammographic views,” Medical Physics 32:1598-1606 (June 2005). PMID: 16013719

A-[012] 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 (May 2006). PMID: 15893745

A-[013] S. Gupta, P.F. Chyn*, M.K. Markey, “Breast cancer CADx based on BI-RADS™ descriptors from two mammographic views,” Medical Physics 33:1810-1817 (June 2006). PMID: 16872088

A-[014] 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 (December 2006). PMID: 17209119

A-[015] M.S. Kim, G.P. Reece, E.K. 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 (January 2007). PMID: 16438948

A-[016] E.A. Fischer, M.A. Friedman*, M.K. Markey, “Empirical comparison of tests for differential expression on time-series microarray experiments,” Genomics 89:460-470 (April 2007). PMID: 17188839

A-[017] 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 (March 2008). PMCID: PMC3043831

A-[018] 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 (February 2008). PMID: 17544868

A-[019] 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 (September 2007). PMCID: PMC2675828

A-[020] 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 15:20-31 (February 2009). PMCID: PMC3072466

A-[021] 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 (January 2008). PMID: 18315387

A-[022] L.T. Nieman, C.W. Kan, A. Gillenwater, M.K. Markey, K. Sokolov, “Probing 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 13:024011 (March 2008). PMID: 18465974

A-[023] M.P. Sampat, A.C. Bovik, G.J. Whitman, M.K. Markey, “A model-based framework for the detection of spiculated lesions on mammography,” Medical Physics 35:0094-2405 (May 2008). PMID: 18561687

A-[024] M.P. Sampat, A.C. Patel*, Y. Wang*, S. Gupta, C.W. Kan, A.C. Bovik, M. K. Markey, “Indices for three-class classification performance assessment – an empirical comparison,” IEEE Transactions on Information Technology in Biomedicine 13:300-312 (May 2009). PMID: 19171528

A-[025] M.P. Sampat, Z. Wang, S. Gupta, A.C. Bovik, and M.K. Markey, “Complex Wavelet Structural Similarity: a new image similarity index,” IEEE Transactions on Image Processing 18:2385-2401 (November 2009). PMID: 19556195

A-[026] G. M. Pocock, R. G. Aranibar, N. J. Kemp, C. S. Specht, M. K. Markey, H. G. Rylander III, “The relationship between retinal ganglion cell axon constituents and fiber layer birefringence in the primate retinal nerve,” Investigative Ophthalmology and Visual Sciences 50:5238-5246 (November 2009). PMCID: PMC2783205

A-[027] S.P. Borgaonkar, H. Hocker*, H. Shin, M.K. Markey, “Comparison of normalization methods for the identification of biomarkers using MALDI-TOF and SELDI-TOF mass spectra,” OMICS 14:115-126 (February 2010). PMID: 20141334

A-[028] S. Gupta, C.W. Kan, M.K. Markey, “Reducing variability in the output of pattern classifiers using histogram shaping,” Medical Physics 37:1850-1862 (April 2010). PMID: 20443507

A-[029] H. Shin, M.P. Sampat, J.M. Koomen, M.K. Markey, “Wavelet-based adaptive denoising and baseline correction for MALDI TOF MS,” OMICS 14:283-295 (June 2010). PMID: 20455751

A-[030] C.W. Kan, A.Y. Lee*, L.T. Nieman, K. Sokolov, M.K. Markey, “Adaptive spectral window sizes for extraction of diagnostic features from optical spectra,” Journal of Biomedical Optics 15: 047012 (July/August 2010). PMCID: PMC3188638

A-[031] G.S. Muralidhar, A.C. Bovik, J.D. Giese*, M.P. Sampat, G.J. Whitman, T.M. Haygood, T.W. Stephens, M.K. Markey, “Snakules: a model-based active contour algorithm for the annotation of spicules on mammography,” IEEE Transactions on Medical Imaging 29:1768-1780 (October 2010). PMID: 20529728

A-[032] S. Gupta, M.K. Markey, A.C. Bovik, “3D anthropometric face recognition,” International Journal of Computer Vision 90:331-349 (October 2010).

A-[033] G.S. Muralidhar, G.J. Whitman, T.M. Haygood, T.W. Stephens, A.C. Bovik, M.K. Markey, “Evaluation of stylus for radiographic image annotation,” Journal of Digital Imaging 23:701-705 (December 2010). PMCID: PMC3046686

A-[034] J. Lee, M. Kawale, F.A. Merchant, J. Weston, M.C. Fingeret, D. Ladewig, G.P. Reece, M.A. Crosby, E.K. Beahm, M.K. Markey, “Validation of stereophotogrammetry of the human torso,” Breast Cancer: Basic and Clinical Research 5:15–25 (February 2011). PMCID: PMC3076012

A-[035] M. Kawale, J. Lee, S.Y. Leung*, M.C. Fingeret, G.P. Reece, M.A. Crosby, E.K. Beahm, M.K. Markey, F.A. Merchant, “3D symmetry measure invariant to subject pose during image acquisition,” Breast Cancer: Basic and Clinical Research 5:131-142 (June 2011). PMCID: PMC3140267

A-[036] M.S. Kim, A. Burgess, A.J. Waters, G.P. Reece, E.K. Beahm, M.A. Crosby, K.M. Basen-Engquist, M.K. Markey, “A pilot study on using eye-tracking to understand assessment of surgical outcomes from clinical photography,” Journal of Digital Imaging 24: 778-786 (October 2011). PMCID: PMC3180533

A-[037] M. Dabeer, E. Kim*, G.P. Reece, F. Merchant, M.A. Crosby, E.K. Beahm, M.K. Markey, “Automatic calculation of symmetry measure on clinical photographs,” Journal of Evaluation in Clinical Practice 17:1129-1136 (December 2011). PMCID: PMC2958233

A-[038] M.S. Kim, W.N. Rodney*, G.P. Reece, E.K. Beahm, M.A. Crosby, M.K. Markey, “Quantifying the aesthetic outcomes of breast cancer treatment: assessment of surgical scars from clinical photographs,” Journal of Evaluation in Clinical Practice 17:1075-1082 (December 2011). PMID: 20630016

A-[039] D. Wang, A. Arapostathis, C.O. Wilke, M.K. Markey, “Principal-Oscillation-Pattern analysis of gene expression,” PLoS ONE 7(1): e28805. doi:10.1371/journal.pone.0028805 (January 2012). PMCID: PMC3254616

A-[040] D. Wang, M.K. Markey, C.O. Wilke, A. Arapostathis, “Eigen-genomic System Dynamic-pattern Analysis (ESDA): Modeling mRNA degradation and self-regulation,” IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9(2):430-437 (March 2012). PMID: 22084146

A-[041] J. Lee, S. Chen*, G.P. Reece, M.A. Crosby, E.K. Beahm, M.K. Markey, “A novel quantitative measure of breast curvature based on catenary,” IEEE Transactions on Biomedical Engineering, 59(4):1115-1124 (April 2012). PMCID: PMC3334380

A-[042] J.C. Dwelle, S. Liu, B. Wang, A. McElroy, D. Ho*, M.K. Markey, T.E. Milner, H.G. Rylander III, “Thickness, birefringence, and reflectance of the retinal nerve fiber layer in normal and glaucomatous non-human primates,” Investigative Ophthalmology & Visual Science 53:4380-95 (July 2012). (journal cover artwork) PMCID: PMC3394663

A-[043] G.S. Muralidhar, A.C. Bovik, M.K. Markey, “A steerable, multiscale singularity index,” IEEE Signal Processing Letters 20:7-10 (January 2013).

A-[044] R. Hennessy, S.L. Lim, M.K. Markey, and J.W. Tunnell, “Monte Carlo lookup table-based inverse model for extracting optical properties from tissue-simulating phantoms using diffuse reflectance spectroscopy,” Journal of Biomedical Optics, 18(3), 037003 (March 2013). PMCID: PMC3584151.

A-[045] M. Kawale, G.P. Reece, M.A. Crosby, E.K. Beahm, M.C. Fingeret, M.K. Markey, F. Merchant, “Automated identification of fiducial points on 3D torso images,” Biomedical Engineering and Computational Biology 5:57-68 (July 2013). PMCID: PMC4147764.

A-[046] B. Wang, B. Yin, J. Dwelle, H.G. Rylander, M.K. Markey, T.E. Milner, “Path-length-multiplexed scattering-angle-diverse optical coherence tomography for retinal imaging,” Optical Letters 38(21), pp. 4374-4377 (November 2013). PMCID: PMC3903005.

A-[047] C.S. Sun, G.P. Reece, M.A. Crosby, M.C. Fingeret, R.J. Skoracki, M.T. Villa, M.M. Hanasono, D.P. Baumann, D.W. Chang, S.B. Cantor, M.K. Markey, “Plastic surgeon expertise in predicting breast reconstruction outcomes for patient decision analysis,” Journal of Plastic and Reconstructive Surgery Global Open 1:e78 (November 2013). PMCID: PMC4044723.

A-[048] G.S. Muralidhar, A.C. Bovik, M.K. Markey, “Noise analysis of a new singularity index,” IEEE Transactions on Signal Processing 61: 6150-6163  (December 2013).

A-[049] M. Sharma, R. Hennessy, M.K. Markey, J.W. Tunnell, “Verification of a two-layer inverse Monte Carlo absorption model using multiple source-detector separation diffuse reflectance spectroscopy,” Biomedical Optics Express 5(1):40-53 (January 2014). PMCID: PMC3891344.

A-[050] S. Liu, B. Wang, B. Yin, T.E. Milner, M.K. Markey, S.J. McKinnon, H.G. Rylander III, “Retinal nerve fiber layer reflectance for early glaucoma diagnosis,” Journal of Glaucoma 23:e45-e52 (January 2014). PMCID: PMC3844555.

A-[051] C.S. Sun, S.B. Cantor, G.P. Reece, M.C. Fingeret, M.A. Crosby, M.K. Markey, “Assessing women’s preferences and preference modeling for breast reconstruction decision-making,” Journal of Plastic and Reconstructive Surgery Global Open 2:e125 (March 2014). PMCID: PMC4120963.

A-[052] G.S. Muralidhar, M.K. Markey, A.C. Bovik, T.M. Haygood, T.W. Stephens, W.R. Geiser, N. Garg, B.E. Adrada, B.E. Dogan, S. Carkaci, R. Khisty, G.J. Whitman, “Stereoscopic interpretation of low dose breast tomosynthesis projection images,” Journal of Digital Imaging 27:248-254 (April 2014). PMCID: PMC3948934.

A-[053] C.S. Sun, S.B. Cantor, G.P. Reece, M.C. Fingeret, M.A. Crosby, M.K. Markey, “Helping patients make choices about breast reconstruction: A decision analysis approach,” Plastic & Reconstructive surgery 134:597-608 (October 2014). PMCID: PMC4217136.

A-[054] N. Verma, G.S. Muralidhar, A.C. Bovik, M.C. Cowperthwaite, M.G. Burnett, M.K. Markey, “3D brain MRI segmentation via knowledge-driven decision theory”, Journal of Medical Imaging 1(3):034001 (October 2014). doi:10.1117/1.JMI.1.3.034001.

A-[055] R. Hennessy, W. Goth, M. Sharma, M.K. Markey, J.W. Tunnell, “Effect of probe geometry and optical properties on the sampling depth for diffuse reflectance spectroscopy,” Journal of Biomedical Optics 19(10), 107002 (October 2014). doi:10.1117/1.JBO.19.10.107002.

A-[056] L. Lim, B. Nichols, M. Migden, N. Rajaram, J. Reichenberg, M.K. Markey, M. Ross, J.W. Tunnell, “Clinical study of noninvasive in vivo melanoma and nonmelanoma skin cancer using multi-modal spectral diagnosis,” Journal of Biomedical Optics 19(11), 117003 (November 2014). doi:10.1117/1.JBO.19.11.117003

A-[057] H. Khatam, G.P. Reece, M.C. Fingeret, M.K Markey, K. Ravi-Chandar, “In-vivo quantification of human breast deformation associated with the position change from supine to upright,” Medical Engineering & Physics 37:13-22 (January 2015). NIHMS646879.

A-[058] R. Hennessy, M.K. Markey, J.W. Tunnell, “Impact of one-layer assumption on diffuse reflectance spectroscopy of skin,” Journal of Biomedical Optics 20(2), 027001 (February 2015). doi:10.1117/1.JBO.20.2.027001.

A-[059] S. Liu, A. Datta*, D. Ho*, J. Dwelle, D. Wang, T.E. Milner, H.G. Rylander, M.K. Markey, “Effect of image registration on longitudinal analysis of retinal nerve fiber layer thickness of non-human primates using Optical Coherence Tomography (OCT),” Eye and Vision 2:3 (February 2015).

A-[060] J. Slater, P. Boyce, M. Jancaitis, H. Gaubert, A. Chang, M.K. Markey, W. Frey, “Modulation of endothelial cell migration via manipulation of adhesion site growth using nanopatterned surfaces,” ACS Applied Materials & Interfaces 7: 4390–4400 (February 2015).

A-[061] J. Lee, M.C. Fingeret, A.C. Bovik, G.P. Reece, R.J. Skoracki, M. M. Hanasono, M.K. Markey, “Eigen-disfigurement model for simulating plausible facial disfigurement after reconstructive surgery,” BMC Medical Imaging 15:12 (March 2015). PMID: 25885763. PMCID: PMC4396629.

A-[062] G.P. Reece, F. Merchant, J. Andon, H. Khatam, K. Ravi-Chandar, J. Weston, M.C. Fingeret, C. Lane, K. Duncan, M.K. Markey, “3D surface imaging of the human female torso in upright to supine positions”, Medical Engineering & Physics 37:375–383 (April 2015). PMID: 25703742. PMCID: PMC4380553.

A-[063] J. Lee, I. Teo, M. Guindani, G.P. Reece, M.K. Markey, M.C. Fingeret, “Associations between psychosocial functioning and smiling intensity in patients with head and neck cancer,” Psychology, Health & Medicine 20:469-76 (June 2015). PMID: 25159529.

A-[064] G.S. Muralidhar, A.C. Bovik, M.K. Markey, “Disparity estimation on stereo mammograms,” IEEE Transactions on Image Processing 24:2851-2863 (September 2015). PMID: 25974940 [PubMed – indexed for MEDLINE]

A-[065] J. Lee, E. Kim, G.P. Reece, M.A. Crosby, E.K. Beahm, M.K. Markey, “Automated calculation of ptosis on lateral clinical photographs,” Journal of Evaluation in Clinical Practice 21:900-910 (October 2015). doi: 10.1111/jep.12397. PMID: 26083280

A-[066] N. Verma, S.N. Beretvas, B. Pascual, J.C. Masdeu, M.K. Markey, The Alzheimer’s Disease Neuroimaging Initiative, “New scoring methodology improves the sensitivity of the Alzheimer’s Disease Assessment Scale-Cognitive subscale (ADAS-Cog) in clinical trials,” Alzheimer’s Research & Therapy 7:64 (November 2015). PMID: 26560146. PMCID: PMC4642693.

A-[067] G. Wen, A. Aizenman, T. Drew, J.M. Wolfe, T.M. Haygood, M.K. Markey, “Computational assessment of visual search strategies in volumetric medical images,” Journal of Medical Imaging 3:015501 (January 2016). PMID: 26759815. PMCID: PMC4702525.

A-[068] M.S. Kim, M.R. Aro, K.J. Lage, K.L. Ingalls, V. Sindhwani, M.K. Markey, “Exploring the usability of mobile apps supporting radiologists’ training in diagnostic decision making,” The Journal of the American College of Radiology 13:335-43 (March 2016). doi: 10.1016/j.jacr.2015.07.021. PMID: 26482814

A-[069] A. Raina*, R. Hennessy, M. Rains, J. Allred, J.M. Hirshburg, D. Diven, M.K. Markey, “Objective measurement of erythema in psoriasis using digital color photography with color calibration,” Skin Research and Technology 22:375-80 (August 2016). doi: 10.1111/srt.12276 PMID: 26517973.

A-[070] I. Teo, G.P. Reece, I. Christie, M.Guindani, M.K.Markey, L. Heinberg, M.A. Crosby, M.C. Fingeret, “Body image and quality of life of breast cancer patients: influence of timing and stage of breast reconstruction,” Psycho-oncology 25:1106-1112 (September 2016). doi: 10.1002/pon.3952. PMID: 26360810. PMCID: PMC4988938.

A-[071] S.-C. Huang, S. Lee*, A. Wang*, S.B. Cantor, C. Sun, K. Fan*, G.P. Reece, M.S. Kim, M.K. Markey, “UT Biomedical Informatics Lab (BMIL) Probability Wheel”,  SoftwareX 5:211-215 (October 2016).  doi: 10.1016/j.softx.2016.10.001. PMID: 28105462. PMCID: PMC5241085.

A-[072] G. Wen, M.K. Markey, S. Park, “Model observer design for multi-signal detection in the presence of anatomical noise,” Physics in Medicine and Biology 62:1396-1416 (February 2017). doi: 10.1088/1361-6560/aa51e9. PMID: 28114105.

A-[073] J.P Reddy, X. Lei, S.-C. Huang, K.M. Nicklaus, M.C. Fingeret, S.F. Shaitelman, K.K. Hunt, T.A. Buchholz, F.A. Merchant, M.K. Markey, B.D. Smith, “Quantitative assessment of breast cosmetic outcome after whole-breast irradiation,” International Journal of Radiation Oncology, Biology, Physics 97:894-902 (April 2017). DOI: 10.1016/j.ijrobp.2016.12.021. PMID: 28333010.

A-[074] X. Feng, A.J. Moy, H.T.M. Nguyen, J. Zhang, M.C. Fox, J.S. Reichenberg, M.K. Markey, J.W. Tunnell, “Raman active components of skin cancer,” Biomedical Optics Express 8:2835–2850 (May 2017). doi: 10.1364/BOE.8.002835.

A-[075] G. Wen, B. Rodriguez-Niño*, F.Y. Pecen*, D.J. Vining, N. Garg, M.K. Markey, “A comparative study of computational visual attention models on two-dimensional medical images,” Journal of Medical Imaging 4:025503 (May 2017). doi: 10.1117/1.JMI.4.2.025503.

A-[076] J. Lee, B. Ku*, P.D. Combs, A.C. Da Silveira, M.K. Markey,Quantitative anthropometric measures of facial appearance of healthy Hispanic/Latino white children: Establishing reference data for care of cleft lip with or without cleft palate,” 3D Research 8:19 (June 2017). doi: 10.1007/s13319-017-0128-9.

A-[077] M.J. Bailey, N. Verma, L. Fradkin, S. Lam, C. MacAulay, C. Poh, M.K. Markey, K. Sokolov, “Detection of precancerous lesions in the oral cavity using oblique polarized reflectance spectroscopy: a clinical feasibility study,” Journal of Biomedical Optics 22:065002 (June 2017).

A-[078] Kumaraswamy, Hamed Khatam, Gregory P. Reece, Michelle C. Fingeret, M. K. Markey, Krishnaswamy Ravi-Chandar, “Mechanical response of human female breast skin under uniaxial stretching,”Journal of Medical Behavior of Biomedical Materials, Volume 74, October 2017, Pages 164-175.

A-[079] G. Wen, H. Chang, J. Reinhold, J.Y. Lo, M.K. Markey, “Virtual assessment of stereoscopic viewing of digital breast tomosynthesis projection images,” Journal of Medical Imaging 5: 015501 (January 2018). doi: 10.1117/1.JMI.5.1.015501.

A-[080] G. Wen, M.K. Markey, T.M. Haygood, S. Park, “Model observer for assessing digital breast tomosynthesis for multi-lesion detection in the presence of anatomical noise,” Physics in Medicine and Biology 63:045017 (February 2018). doi: 10.1088/1361 – 6560/aaab3a

A-[081] N. Verma, S.N. Beretvas, B. Pascual, J.C. Masdeu, M.K. Markey, and The Alzheimer’s Disease Neuroimaging Initiative, “A biomarker combining imaging and neuropsychological assessment for tracking early Alzheimer’s Disease in clinical trials,” Current Alzheimer’s Research 15:429-442 (March 2018).

A-[082] I. Teo, G.P. Reece, S.‐C. Huang, K. Mahajan, J. Andon, P. Khanal, C.S. Sun, M.K. Markey, M.C. Fingeret, “Body image dissatisfaction in patients undergoing breast reconstruction: Examining the roles of breast symmetry and appearance investment,” Psycho-Oncology 27:857-863 (March 2018).

A-[083] X. Feng, A.J. Moy, H.T.M. Nguyen, Y. Zhang, J. Zhang, M.C. Fox, K.R. Sebastian, J.S. Reichenberg, M.K. Markey, J.W. Tunnell, “Raman biophysical markers in skin cancer diagnosis,” Journal of Biomedical Optics 23:057002 (May 2018), doi: 10.1117/1.JBO.23.5.057002.

A-[084] J. Cho, M.C. Fingeret, S. -C. Huang, J. Liu, G.P. Reece, M.K. Markey, “Observers’ response to facial disfigurement from head and neck cancer,” Psycho-Oncology 27:2119 – 2124 (September 2018), doi: 10.1002/pon.4776.

A-[085] X. Feng, M.C. Fox, J.S. Reichenberg, F.C.P.S. Lopes, K.R. Sebastian, M.K. Markey, J.W. Tunnell, “Biophysical basis of skin cancer margin assessment using Raman spectroscopy,” Biomed. Opt. Express 10, 104-118 (January 2019).

A-[086] A.L. Cheong, J. Liu, G.P. Reece, K.M. Nicklaus, M.C. Bordes, S.E. Hanson, M.K. Markey, F.A. Merchant, “Natural breast symmetry in pre-operative breast cancer patients,” Plastic and Reconstructive Surgery Global Open 7:e2297 (July 2019).

A-[087] C.E. Crerand, H.M. Kapa, J. Litteral, A.C. Da Silveira, M.K. Markey, “Adherence to orthodontic treatment in youth with craniofacial conditions: a survey of U.S. orthodontists,” The Cleft Palate-Craniofacial Journal 56:1322-1332 (November 2019).

A-[088] Y. Zhang, A.J. Moy, X. Feng, H.T.M. Nguyen, J.S. Reichenberg, M.K. Markey, J.W. Tunnell, “Physiological model using diffuse reflectance spectroscopy for nonmelanoma skin cancer diagnosis,” Journal of Biophotonics 12:e201900154 (December 2019).

A-[089] C.E. Crerand, A.C. Da Silveira, H.M. Kapa, J. Litteral, M.K. Markey, A. Mercado, M. Scott, “Adherence to orthodontic treatment in youth with cleft/lip and/or palate,” The Cleft Palate-Craniofacial Journal 57:218-227 (February 2020).

A-[090]  X. Feng, M.C. Fox, J.S. Reichenberg, F.C.P.S. Lopes, K.R. Sebastian, A.K. Dunn, M.K. Markey, J.W. Tunnell, “Superpixel Raman spectroscopy for rapid skin cancer margin assessment,” Journal of Biophotonics 13:e201960109 (February 2020).

A-[091] M. Diab, N. Kumaraswamy, G.P. Reece, S.E. Hanson, M.C. Fingeret, M.K. Markey, K. Ravi-Chandar, “Characterization of human female breast and abdominal skin elasticity using a bulge test,” Journal of the Mechanical Behavior of Biomedical Materials 103:103604 (March 2020).

A-[092] P. Goswami, M.K. Markey, S.J. Warach, A.N. Dula, “Quantitative analysis of the cerebral vasculature on magnetic resonance angiography,” Scientific Reports 10:10227 (June 2020).

A-[093] Y. Zhang, A. Moy, X. Feng, H. Nguyen, K.R. Sebastian, J.S. Reichenberg, C. Wilke, M.K. Markey, J.W. Tunnell, “Assessment of Raman spectroscopy for reducing unnecessary biopsies for melanoma screening,” Molecules 25:2852 (June 2020).

A-[094] Y. Zhang, A.J. Moy, X. Feng, H.T. Nguyen, K.R. Sebastian, J.S. Reichenberg, M.K. Markey, J.W. Tunnell, “Diffuse reflectance spectroscopy as a potential method for nonmelanoma skin cancer margin assessment,” Translational Biophotonics e202000001 (August 2020).

A-[095] B.V. Chapman,  X. Lei, P. Patil, S. Tripathi, K.M. Nicklaus, A.J. Grossberg, S.F. Shaitelman, A.M. Thompson, K.K. Hunt, T.A. Buchholz, F.A. Merchant, M.K. Markey, B.D. Smith, J.P. Reddy, “Quantitative 3D photographic assessment of breast cosmesis after whole breast irradiation for early-stage breast cancer: a secondary analysis of a randomized clinical trial,” Advances in Radiation Oncology 8:824-833 (September 2020).

A-[096] S. Kwon, S. Kim, E.L. Giovannucci, M. Hidalgo, M.K. Markey, A.C. Bovik, M.J. Kwon, K.J. Kim, H. Im, J.Y. Park, S. Bang, S.W. Park, S.Y. Song, M.J. Chung, “Lewis antigen phenotype and survival of patients with pancreatic cancer,” Pancreas 49:1348-1354 (November 2020).

A-[097] Y. Zhang, K. Ali*, J.A. George*, J.S. Reichenberg, M.C. Fox, A.S. Adamson, J.W. Tunnell, M.K. Markey, “Towards automated assessment of mole similarity on dermoscopic images,” Journal of Medical Imaging 8:014506 (February 2021).

A-[098] M.H. Nguyen*, Y. Zhang, F. Wang*, J.D.L.G.E. Linan*, M.K. Markey, James W. Tunnell, “Machine learning to extract physiological parameters from multispectral diffuse reflectance spectroscopy,” Journal of Biomedical Optics 26:052912 (May 2021).

A-[099] H.T.M. Nguyen, Y. Zhang, A.J. Moy, X. Feng, K.R. Sebastian, J.S. Reichenberg, M.C. Fox, M.K. Markey, J.W. Tunnell, “Characterization of ex vivo nonmelanoma skin tissue using Raman spectroscopy,” Photonics 8:282 (July 2021).

A-[100] K.M. Nicklaus, T. Bui, M.C. Bordes, J. Liu, D. Chopra, A.S. Hoffman, G.P. Reece, S.E. Hanson, F.A. Merchant, M.K. Markey, “Goldilocks principle: preference for change in breast size in breast cancer reconstruction patients,” Frontiers in Psychology 12:702816 (September 2021).

A-[101] A.C. Stier, W. Goth, A. Hurley, T. Brown*, X. Feng, Y. Zhang, F.C.P.S. Lopes, K.R. Sebastian, P. Ren, M.C. Fox, J.S. Reichenberg, M.K. Markey, J.W. Tunnell, “Imaging sub-diffuse optical properties of cancerous and normal skin tissue using machine-learning aided spatial frequency domain imaging,” Journal of Biomedical Optics 26:096007 (September 2021).

A-[102] K.M. Nicklaus, H. Wang, M.C. Bordes, A. Zaharan*, U. Sampathkumar, A.L. Cheong, G.P. Reece, S.E. Hanson, F.A. Merchant, M.K. Markey, “Potential of intra-operative 3D photography and 3D visualization in breast reconstruction,” Plastic and Reconstructive Surgery – Global Open 9:e3845 (October 2021).

A-[103] S. Kim, S. Kwon, M.K. Markey, A.C. Bovik, S.‐H. Hong, J.Y. Kim, H.J. Hwang, B. Joung, H.‐N. Pak, M.‐H. Lee, J. Park, “Machine learning based potentiating impacts of 12-lead ECG for classifying paroxysmal versus non-paroxysmal atrial fibrillation,” International Journal of Arrhythmia 23:11 (May 2022).

A-[104] C. Goodbrake, D.S. Li, H. Aghakhani, A. Contreras, G.P. Reece, M.K. Markey, M.S. Sacks, “On the three-dimensional mechanical behavior of human breast tissue,” Annals of Biomedical Engineering 50:601-613 (May 2022).

A-[105] H. Wang, J. Liu, M.C. Bordes, D. Chopra, G.P. Reece, M.K. Markey, A.S. Hoffman, “The role of psychosocial factors in patients’ recollections of breast reconstruction options discussed with their surgeons,” Scientific Reports 12:7485 (May 2022).

A-[106] K.M. Nicklaus, X.T. Gonzalez, K. Sachdev*, J. Liu, D. Chopra, A.S. Hoffman, S.E. Hanson, M.K. Markey, G.P. Reece, “What does “Dr. Google” show patients searching for breast reconstruction outcomes photographs?” Plastic and Reconstructive Surgery – Global Open 10: e4331 (May 2022).

A-[107] M. Chen, X. Feng, M. Fox, J. Reichenberg, F. Lopes, K. Sebastian, M.K. Markey, J.W. Tunnell, “Deep learning on reflectance confocal microscopy improves Raman spectral diagnosis of basal cell carcinoma,” Journal of Biomedical Optics 27:065005 (June 2022).

A-[108] K.M. Nicklaus, A. Cheong, U. Sampathkumar, J. Liu, D. Chopra, A. Hoffman, F.A.Merchant, S.E. Hanson, M, M.K. Markey, G.P. Reece, “BreastDecisions: Recommender system for appearance counseling about breast reconstruction” Plastic and Reconstructive Surgery –Global Open 10: e4615 (November 2022).

A-[109] N. Kumaraswamy, M.K. Markey, J.C. Barner, K. Rascati, “Feature engineering to detect fraud using healthcare claims data,” Expert Systems with Applications 210:118433 (December 2022).

A-[110] U. Sampathkumar, T. Bui, J. Liu, Z. Nowroolizarki, M.C. Bordes, S.E. Hanson, G.P. Reece, M.K. Markey, F.A. Merchant, “Objective analysis of breast symmetry in female patients undergoing breast reconstruction after total mastectomy,” Aesthetic Surgery Journal Open Forum 5:ojac090 (January 2023).

A-[111] H. Wang, K.M. Nicklaus, E. Jewett*, E. Rehani*, T.A. Chen, J. Engelmann, M.C. Bordes, D. Chopra, G.P. Reece, Z-H. Lee, M.K. Markey, “Assessing saliency models of observers’ visual attention on acquired facial differences,” Journal of Medical Imaging 10(Suppl 1):S11908 (February 2023).