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Mia Markey

Research Profile

Disorders

Breast Neoplasms

Procedures

Concepts & Ideas

Anatomy

Breast

Activities & Behaviors

Physiology

Pattern Recognition, Automated

Occupations

Aesthetics

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Publications

TOP 3
Ricky Hennessy; Sam L Lim; Mia Markey; James W Tunnell
Monte Carlo lookup table-based inverse model for extracting optical properties from tissue-simulating phantoms using diffuse reflectance spectroscopy.
Juhun Lee; Elisabeth K Beahm; Si Chen; Melissa A Crosby; Gregory P Reece; Mia Markey
A novel quantitative measure of breast curvature based on catenary.
Daifeng Wang; Claus O Wilke; Ari Arapostathis; Mia Markey
Principal-oscillation-pattern analysis of gene expression.

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All Publications

2013: Ricky Hennessy; Sam L Lim; Mia Markey; James 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 2013;18(3):037003.
2012: Juhun Lee; Elisabeth K Beahm; Si Chen; Melissa A Crosby; Gregory P Reece; Mia Markey
A novel quantitative measure of breast curvature based on catenary.
IEEE transactions on bio-medical engineering 2012;59(4):1115-24.
2012: Daifeng Wang; Claus O Wilke; Ari Arapostathis; Mia Markey
Principal-oscillation-pattern analysis of gene expression.
PloS one 2012;7(1):e28805.
2011: Min Soon Kim; Elisabeth K Beahm; Melissa A Crosby; Gregory P Reece; William N Rodney; Mia Markey
Quantifying the aesthetic outcomes of breast cancer treatment: assessment of surgical scars from clinical photographs.
Journal of evaluation in clinical practice 2011;17(6):1075-82.
2011: Mugdha Dabeer; Edward Kim; Elisabeth K Beahm; Melissa A Crosby; Fatima Merchant; Gregory P Reece; Mia Markey
Automated calculation of symmetry measure on clinical photographs.
Journal of evaluation in clinical practice 2011;17(6):1129-36.
2011: Min Soon Kim; Gregory P Reece; Andrew J Waters; Karen M Basen-Engquist; Elisabeth K Beahm; Angela Burgess; Melissa A Crosby; Mia Markey
A pilot study on using eye tracking to understand assessment of surgical outcomes from clinical photography.
Journal of digital imaging 2011;24(5):778-86.
2011: Gautam S Muralidhar; Alan C Bovik; Mehul P Sampat; Gary J Whitman; Tamara Miner Haygood; Tanya W Stephens; Mia Markey
Computer-aided diagnosis in breast magnetic resonance imaging.
The Mount Sinai journal of medicine, New York 2011;78(2):280-90.
2011: Arijit Bose; Melissa A Crosby; Michelle C Fingeret; Mia Markey; Gregory P Reece; Shishir K Shah; Elisabeth K Beahm; Fatima Merchant
Automated spatial alignment of 3D torso images.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():8455-8.
2011: Nishant Verma; Gautam S Muralidhar; Alan C Bovik; Matthew C Cowperthwaite; Mia Markey
Model-driven, probabilistic level set based segmentation of magnetic resonance images of the brain.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():2821-4.
2011: Manas Kawale; Juhun Lee; Shi Yin Leung; Mia Markey; Elisabeth K Beahm; Melissa A Crosby; Michelle C Fingeret; Gregory P Reece; Fatima Merchant
3D Symmetry Measure Invariant to Subject Pose During Image Acquisition.
Breast cancer : basic and clinical research 2011;5():131-42.
2011: Juhun Lee; Manas Kawale; Fatima Merchant; June Weston; Michelle C Fingeret; Dianne Ladewig; Gregory P Reece; Melissa A Crosby; Elisabeth K Beahm; Mia Markey
Validation of stereophotogrammetry of the human torso.
Breast cancer : basic and clinical research 2011;5():15-25.
2010: Gautam S Muralidhar; Gary J Whitman; Tamara Miner Haygood; Tanya W Stephens; Alan C Bovik; Mia Markey
Evaluation of stylus for radiographic image annotation.
Journal of digital imaging 2010;23(6):701-5.
2010: Gautam S Muralidhar; Alan C Bovik; J David Giese; Mehul P Sampat; Gary J Whitman; Tamara Miner Haygood; Tanya W Stephens; Mia Markey
Snakules: a model-based active contour algorithm for the annotation of spicules on mammography.
IEEE transactions on medical imaging 2010;29(10):1768-80.
2010: Chih-wen Kan; Andy Y Lee; Linda T Nieman; Konstantin Sokolov; Mia Markey
Adaptive spectral window sizes for extraction of diagnostic features from optical spectra.
Journal of biomedical optics 2010;15(4):047012.
2010: Sanket P Borgaonkar; Harrison Hocker; Hyunjin Shin; Mia Markey
Comparison of normalization methods for the identification of biomarkers using MALDI-TOF and SELDI-TOF mass spectra.
Omics : a journal of integrative biology 2010;14(1):115-26.
2010: Juhun Lee; Elisabeth K Beahm; Melissa A Crosby; Gregory P Reece; Mia Markey
Analysis of Breast Contour using Rotated Catenary.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2010;2010():432-6.
2009: Mehul P Sampat; Amit C Patel; Yuhling Wang; Shalini Gupta; Chih-Wen Kan; Alan C Bovik; Mia Markey
Indexes for three-class classification performance assessment--an empirical comparison.
IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society 2009;13(3):300-12.
2009: Min Soon Kim; William N Rodney; Tara Cooper; Chris Kite; Gregory P Reece; Mia Markey
Towards quantifying the aesthetic outcomes of breast cancer treatment: comparison of clinical photography and colorimetry.
Journal of evaluation in clinical practice 2009;15(1):20-31.
2008: Mehul P Sampat; Alan C Bovik; Gary J Whitman; Mia Markey
A model-based framework for the detection of spiculated masses on mammography.
Medical physics 2008;35(5):2110-23.
2008: Min Soon Kim; Juliano C Sbalchiero; Gregory P Reece; Michael J Miller; Elisabeth K Beahm; Mia Markey
Assessment of breast aesthetics.
Plastic and reconstructive surgery 2008;121(4):186e-94e.
2008: Linda T Nieman; Chih-Wen Kan; Ann M Gillenwater; Mia Markey; Konstantin Sokolov
Probing local tissue changes in the oral cavity for early detection of cancer using oblique polarized reflectance spectroscopy: a pilot clinical trial.
Journal of biomedical optics 2008;13(2):024011.
2008: Mehul P Sampat; Gary J Whitman; Alan C Bovik; Mia Markey
Comparison of algorithms to enhance spicules of spiculated masses on mammography.
Journal of digital imaging 2008;21(1):9-17.
2008: Hyunjin Shin; Bryan Sheu; Maria Joseph; Mia Markey
Guilt-by-association feature selection: identifying biomarkers from proteomic profiles.
Journal of biomedical informatics 2008;41(1):124-36.
2008: Gautam S Muralidhar; Tanya W Stephens; Gary J Whitman; Alan C Bovik; Tamara Miner Haygood; Mia Markey
Computer-aided detection of breast cancer - have all bases been covered?
Breast cancer : basic and clinical research 2008;2():5-9.
2008: Mugdha Dabeer; Michelle Cororve Fingeret; Fatima Merchant; Gregory P Reece; Elisabeth K Beahm; Mia Markey
A research agenda for appearance changes due to breast cancer treatment.
Breast cancer : basic and clinical research 2008;2():1-3.
2008: Mugdha Dabeer; Matthew Kyrish; Min Soon Kim; Peter Reyes; Nitin Udpa; Gregory P Reece; Mia Markey
Toward decision support for breast reconstruction: automated calculation of symmetry measure on clinical photographs.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2008;():1045.
2008: Gautam S Muralidhar; Sumohana S Channappayya; John H Slater; Ellen M Blinka; Alan C Bovik; Wolfgang Frey; Mia Markey
Comparison of pre-processing techniques for fluorescence microscopy images of cells labeled for actin.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2008;():1044.
2008: Sun Young Park; Michele Follen; Andrea Milbourne; Helen Rhodes; Anais Malpica; Nicholas Bennett MacKinnon; Calum MacAulay; Mia Markey; Rebecca Richards-Kortum
Automated image analysis of digital colposcopy for the detection of cervical neoplasia.
Journal of biomedical optics 2008;13(1):014029.
2007: Ernest A Fischer; Michael A Friedman; Mia Markey
Empirical comparison of tests for differential expression on time-series microarray experiments.
Genomics 2007;89(4):460-70.
2007: Hyunjin Shin; Miray Mutlu; John M Koomen; Mia Markey
Parametric power spectral density analysis of noise from instrumentation in MALDI TOF mass spectrometry.
Cancer informatics 2007;3():219-30.
2007: Hyunjin Shin; Chih-Wen Kan; Harrison J Hocker; Mia Markey
Effect of normalization methods on biomarker identification utilizing mass spectrometry.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():1114.
2007: Min Soon Kim; William N Rodney; Gregory G Reece; Tara Cooper; Mia Markey
Quantifying the aesthetic outcomes of breast cancer treatment: assessment of artificial scars.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():1012.
2007: Chih-Wen Kan; Bryan C Jiang; Linda T Nieman; Konstantin Sokolov; Mia Markey
Comparison of linear and non-linear classifiers for oral cancer screening by optical spectroscopy.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():1003.
2007: Min Soon Kim; Gregory P Reece; Elisabeth K Beahm; Michael J Miller; E Neely Atkinson; Mia Markey
Objective assessment of aesthetic outcomes of breast cancer treatment: measuring ptosis from clinical photographs.
Computers in biology and medicine 2007;37(1):49-59.
2006: M P Sampat; Gary J Whitman; T W Stephens; L D Broemeling; N A Heger; Alan C Bovik; Mia Markey
The reliability of measuring physical characteristics of spiculated masses on mammography.
The British journal of radiology 2006;79 Spec No 2():S134-40.
2006: Shalini Gupta; Priscilla F Chyn; Mia Markey
Breast cancer CADx based on BI-RAds descriptors from two mammographic views.
Medical physics 2006;33(6):1810-7.
2006: Mia Markey; Georgia D Tourassi; Michael Margolis; David M Delong
Impact of missing data in evaluating artificial neural networks trained on complete data.
Computers in biology and medicine 2006;36(5):516-25.
2006: Hyunjin Shin; Mia Markey
A machine learning perspective on the development of clinical decision support systems utilizing mass spectra of blood samples.
Journal of biomedical informatics 2006;39(2):227-48.
2006: Hyunjin Shin; Mehul P Sampat; Sheldon F Bish; John M Koomen; Mia Markey
Statistical characterization of chemical noise in MALDI TOF MS by wavelet analysis of multiple noise realizations.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2006;():1092.
2006: Ernest A Fischer; Michael Friedman; Mia Markey
Empirical comparison of tests for differential expression on simulated time series microarray experiments.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2006;():921.
2005: Shalini Gupta; Mia Markey
Correspondence in texture features between two mammographic views.
Medical physics 2005;32(6):1598-606.
2005: Sun Young Park; Tom Collier; Jesse Aaron; Mia Markey; Rebecca Richards-Kortum; Konstantin Sokolov; Nicholas Bennett MacKinnon; Calum Macaulay; Lezlee Coghlan; Andrea Milbourne; Michele Follen
Multispectral digital microscopy for in vivo monitoring of oral neoplasia in the hamster cheek pouch model of carcinogenesis.
Optics express 2005;13(3):749-62.
2005: Hyunjin Shin; Bryan Sheu; Mia Markey
Guilt-By-Association feature selection applied to simulated proteomic data.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():1114.
2005: Min Soon Kim; William N Rodney; Joshua Peng; Gregory P Reece; Mia Markey
Towards quantifying the aesthetic outcomes of breast cancer treatment: assessment of surgical scars.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():1009.
2004: Ernest A Fischer; J Y Lo; Mia Markey
Bayesian networks of BI-RADStrade mark descriptors for breast lesion classification.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2004;4():3031-4.
2003: Mia Markey; Georgia D Tourassi; Carey E Floyd
Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer.
Proteomics 2003;3(9):1678-9.
2003: Mia Markey; Joseph Y Lo; Georgia D Tourassi; Carey E Floyd
Self-organizing map for cluster analysis of a breast cancer database.
Artificial intelligence in medicine 2003;27(2):113-27.
2002: Mia Markey; Joseph Y Lo; Carey E Floyd
Differences between computer-aided diagnosis of breast masses and that of calcifications.
Radiology 2002;223(2):489-93.
2002: Mia Markey; Joseph Y Lo; Rene Vargas-Voracek; Georgia D Tourassi; Carey E Floyd
Perceptron error surface analysis: a case study in breast cancer diagnosis.
Computers in biology and medicine 2002;32(2):99-109.
2002: Joseph Y Lo; Mia Markey; Jay A Baker; Carey E Floyd
Cross-institutional evaluation of BI-RADS predictive model for mammographic diagnosis of breast cancer.
AJR. American journal of roentgenology 2002;178(2):457-63.
2001: Georgia D Tourassi; ED Frederick; Mia Markey; Carey E Floyd
Application of the mutual information criterion for feature selection in computer-aided diagnosis.
Medical physics 2001;28(12):2394-402.
2001: Georgia D Tourassi; Mia Markey; Joseph Y Lo; Carey E Floyd
A neural network approach to breast cancer diagnosis as a constraint satisfaction problem.
Medical physics 2001;28(5):804-11.
1999: Mia Markey; Michael Boland; Robert Murphy
Toward objective selection of representative microscope images.
Biophysical journal 1999;76(4):2230-7.
1998: Michael Boland; Mia Markey; Robert Murphy
Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images.
Cytometry 1998;33(3):366-75.

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