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Michael I. Miller - Publications

Affiliations: 
1985- Electrical engineering Washington University, Saint Louis, St. Louis, MO 
 1998- Biomedical Engineering Johns Hopkins University, Baltimore, MD 
Area:
Biomedical Data Science, Computational Anatomy, Brain Mapping, Neuroscience, Medical Imaging
Website:
https://www.bme.jhu.edu/people/faculty/michael-i-miller/
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60 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Subramaniam S, Akay M, Anastasio MA, Bailey V, Boas D, Bonato P, Chilkoti A, Cochran JR, Colvin V, Desai TA, Duncan JS, Epstein FH, Fraley S, Giachelli C, Grande-Allen KJ, ... ... Miller MI, et al. Grand Challenges at the Interface of Engineering and Medicine. Ieee Open Journal of Engineering in Medicine and Biology. 5: 1-13. PMID 38415197 DOI: 10.1109/OJEMB.2024.3351717  0.46
2023 Miller MI, Brightman AO, Epstein FH, Grande-Allen KJ, Green JJ, Haase E, Laurencin CT, Logsdon E, Gabhann FM, Ogle B, Wang C, Wodicka GR, Winslow RL. Erratum to "BME 2.0: Engineering the Future of Medicine". Bme Frontiers. 4: 0028. PMID 37849671 DOI: 10.34133/bmef.0028  0.409
2023 Stouffer KM, Chen C, Kulason S, Xu E, Witter MP, Ceritoglu C, Albert MS, Mori S, Troncoso J, Tward DJ, Miller MI. Early amygdala and ERC atrophy linked to 3D reconstruction of rostral neurofibrillary tau tangle pathology in Alzheimer's disease. Neuroimage. Clinical. 38: 103374. PMID 36934675 DOI: 10.1016/j.nicl.2023.103374  0.698
2020 Tward D, Brown T, Kageyama Y, Patel J, Hou Z, Mori S, Albert M, Troncoso J, Miller M. Diffeomorphic Registration With Intensity Transformation and Missing Data: Application to 3D Digital Pathology of Alzheimer's Disease. Frontiers in Neuroscience. 14: 52. PMID 32116503 DOI: 10.3389/Fnins.2020.00052  0.31
2019 Rezende TJR, Campos BM, Hsu J, Li Y, Ceritoglu C, Kutten K, França Junior MC, Mori S, Miller MI, Faria AV. Test-retest reproducibility of a multi-atlas automated segmentation tool on multimodality brain MRI. Brain and Behavior. e01363. PMID 31483562 DOI: 10.1002/Brb3.1363  0.717
2019 Liu CF, Padhy S, Ramachandran S, Wang VX, Efimov A, Bernal A, Shi L, Vaillant M, Ratnanather JT, Faria AV, Caffo B, Albert M, Miller MI. Using Deep Siamese Neural Networks for Detection of Brain Asymmetries Associated with Alzheimer's Disease and Mild Cognitive Impairment. Magnetic Resonance Imaging. PMID 31319126 DOI: 10.1016/J.Mri.2019.07.003  0.771
2019 Otsuka Y, Chang L, Kawasaki Y, Wu D, Ceritoglu C, Oishi K, Ernst T, Miller M, Mori S, Oishi K. A Multi-Atlas Label Fusion Tool for Neonatal Brain MRI Parcellation and Quantification. Journal of Neuroimaging : Official Journal of the American Society of Neuroimaging. PMID 31037800 DOI: 10.1111/Jon.12623  0.725
2019 Li X, Chen L, Kutten K, Ceritoglu C, Li Y, Kang N, Hsu J, Qiao Y, Wei H, Liu C, Miller M, Mori S, Yousem DM, van Zijl P, Faria AV. Multi-atlas tool for automated segmentation of brain gray matter nuclei and quantification of their magnetic susceptibility. Neuroimage. PMID 30738207 DOI: 10.1016/J.Neuroimage.2019.02.016  0.731
2018 Li Y, Liu P, Li Y, Fan H, Su P, Peng SL, Park DC, Rodrigue KM, Jiang H, Faria AV, Ceritoglu C, Miller M, Mori S, Lu H. ASL-MRICloud: An online tool for the processing of ASL MRI data. Nmr in Biomedicine. e4051. PMID 30588671 DOI: 10.1002/Nbm.4051  0.713
2018 Ye C, Ma T, Wu D, Ceritoglu C, Miller MI, Mori S. Atlas pre-selection strategies to enhance the efficiency and accuracy of multi-atlas brain segmentation tools. Plos One. 13: e0200294. PMID 30052643 DOI: 10.1371/Journal.Pone.0200294  0.723
2018 Tang X, Luo Y, Chen Z, Huang N, Johnson HJ, Paulsen JS, Miller MI. A Fully-Automated Subcortical and Ventricular Shape Generation Pipeline Preserving Smoothness and Anatomical Topology. Frontiers in Neuroscience. 12: 321. PMID 29867332 DOI: 10.3389/Fnins.2018.00321  0.333
2016 Wu D, Ceritoglu C, Miller MI, Mori S. Direct estimation of patient attributes from anatomical MRI based on multi-atlas voting. Neuroimage. Clinical. 12: 570-581. PMID 27689021 DOI: 10.1016/J.Nicl.2016.09.008  0.729
2016 Tward D, Miller M, Trouve A, Younes L. Parametric Surface Diffeomorphometry for Low Dimensional Embeddings of Dense Segmentations and Imagery. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27295651 DOI: 10.1109/Tpami.2016.2578317  0.318
2015 Ardekani S, Jain S, Sanzi A, Corona-Villalobos CP, Abraham TP, Abraham MR, Zimmerman SL, Wu KC, Winslow RL, Miller MI, Younes L. Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry. Medical Image Analysis. 29: 12-23. PMID 26766206 DOI: 10.1016/J.Media.2015.11.004  0.547
2015 Wu D, Ma T, Ceritoglu C, Li Y, Chotiyanonta J, Hou Z, Hsu J, Xu X, Brown T, Miller MI, Mori S. Resource Atlases for Multi-Atlas Brain Segmentations with Multiple Ontology Levels Based on T1-Weighted MRI. Neuroimage. PMID 26499813 DOI: 10.1016/J.Neuroimage.2015.10.042  0.719
2015 Liang Z, He X, Ceritoglu C, Tang X, Li Y, Kutten KS, Oishi K, Miller MI, Mori S, Faria AV. Evaluation of Cross-Protocol Stability of a Fully Automated Brain Multi-Atlas Parcellation Tool. Plos One. 10: e0133533. PMID 26208327 DOI: 10.1371/Journal.Pone.0133533  0.725
2015 Tang X, Crocetti D, Kutten K, Ceritoglu C, Albert MS, Mori S, Mostofsky SH, Miller MI. Segmentation of brain magnetic resonance images based on multi-atlas likelihood fusion: testing using data with a broad range of anatomical and photometric profiles. Frontiers in Neuroscience. 9: 61. PMID 25784852 DOI: 10.3389/Fnins.2015.00061  0.734
2015 Faria AV, Oishi K, Yoshida S, Hillis A, Miller MI, Mori S. Content-based image retrieval for brain MRI: an image-searching engine and population-based analysis to utilize past clinical data for future diagnosis. Neuroimage. Clinical. 7: 367-76. PMID 25685706 DOI: 10.1016/J.Nicl.2015.01.008  0.303
2014 Zhang Y, Chang L, Ceritoglu C, Skranes J, Ernst T, Mori S, Miller MI, Oishi K. A Bayesian approach to the creation of a study-customized neonatal brain atlas. Neuroimage. 101: 256-67. PMID 25026155 DOI: 10.1016/J.Neuroimage.2014.07.001  0.756
2014 Djamanakova A, Tang X, Li X, Faria AV, Ceritoglu C, Oishi K, Hillis AE, Albert M, Lyketsos C, Miller MI, Mori S. Tools for multiple granularity analysis of brain MRI data for individualized image analysis. Neuroimage. 101: 168-76. PMID 24981408 DOI: 10.1016/J.Neuroimage.2014.06.046  0.726
2014 Tang X, Yoshida S, Hsu J, Huisman TA, Faria AV, Oishi K, Kutten K, Poretti A, Li Y, Miller MI, Mori S. Multi-contrast multi-atlas parcellation of diffusion tensor imaging of the human brain. Plos One. 9: e96985. PMID 24809486 DOI: 10.1371/Journal.Pone.0096985  0.325
2014 Zhang Y, Zhang J, Hsu J, Oishi K, Faria AV, Albert M, Miller MI, Mori S. Evaluation of group-specific, whole-brain atlas generation using Volume-based Template Estimation (VTE): application to normal and Alzheimer's populations. Neuroimage. 84: 406-19. PMID 24051356 DOI: 10.1016/J.Neuroimage.2013.09.011  0.336
2013 Ceritoglu C, Tang X, Chow M, Hadjiabadi D, Shah D, Brown T, Burhanullah MH, Trinh H, Hsu JT, Ament KA, Crocetti D, Mori S, Mostofsky SH, Yantis S, Miller MI, et al. Computational analysis of LDDMM for brain mapping. Frontiers in Neuroscience. 7: 151. PMID 23986653 DOI: 10.3389/Fnins.2013.00151  0.716
2013 Djamanakova A, Faria AV, Hsu J, Ceritoglu C, Oishi K, Miller MI, Hillis AE, Mori S. Diffeomorphic brain mapping based on T1-weighted images: improvement of registration accuracy by multichannel mapping. Journal of Magnetic Resonance Imaging : Jmri. 37: 76-84. PMID 22972747 DOI: 10.1002/Jmri.23790  0.725
2013 Selemon LD, Ceritoglu C, Ratnanather JT, Wang L, Harms MP, Aldridge K, Begović A, Csernansky JG, Miller MI, Rakic P. Distinct abnormalities of the primate prefrontal cortex caused by ionizing radiation in early or midgestation. The Journal of Comparative Neurology. 521: 1040-53. PMID 22911497 DOI: 10.1002/Cne.23217  0.67
2012 Winslow RL, Trayanova N, Geman D, Miller MI. Computational medicine: translating models to clinical care. Science Translational Medicine. 4: 158rv11. PMID 23115356 DOI: 10.1126/Scitranslmed.3003528  0.486
2012 Steinert-Threlkeld S, Ardekani S, Mejino JL, Detwiler LT, Brinkley JF, Halle M, Kikinis R, Winslow RL, Miller MI, Ratnanather JT. Ontological labels for automated location of anatomical shape differences. Journal of Biomedical Informatics. 45: 522-7. PMID 22490168 DOI: 10.1016/J.Jbi.2012.02.013  0.56
2012 Mielke MM, Okonkwo OC, Oishi K, Mori S, Tighe S, Miller MI, Ceritoglu C, Brown T, Albert M, Lyketsos CG. Fornix integrity and hippocampal volume predict memory decline and progression to Alzheimer's disease. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. 8: 105-13. PMID 22404852 DOI: 10.1016/J.Jalz.2011.05.2416  0.693
2012 Vadakkumpadan F, Arevalo H, Ceritoglu C, Miller M, Trayanova N. Image-based estimation of ventricular fiber orientations for personalized modeling of cardiac electrophysiology. Ieee Transactions On Medical Imaging. 31: 1051-60. PMID 22271833 DOI: 10.1109/Tmi.2012.2184799  0.705
2012 Vadakkumpadan F, Arevalo H, Ceritoglu C, Miller M, Trayanova N. Image-based estimation of ventricular fiber orientations for patient-specific simulations. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1672-5. PMID 22254646 DOI: 10.1109/IEMBS.2011.6090481  0.685
2011 Tward DJ, Ceritoglu C, Kolasny A, Sturgeon GM, Segars WP, Miller MI, Ratnanather JT. Patient Specific Dosimetry Phantoms Using Multichannel LDDMM of the Whole Body. International Journal of Biomedical Imaging. 2011: 481064. PMID 21960989 DOI: 10.1155/2011/481064  0.706
2011 Oishi K, Akhter K, Mielke M, Ceritoglu C, Zhang J, Jiang H, Li X, Younes L, Miller MI, van Zijl PC, Albert M, Lyketsos CG, Mori S. Multi-modal MRI analysis with disease-specific spatial filtering: initial testing to predict mild cognitive impairment patients who convert to Alzheimer's disease. Frontiers in Neurology. 2: 54. PMID 21904533 DOI: 10.3389/Fneur.2011.00054  0.712
2011 Ceyhan E, Beg MF, Ceritoglu C, Wang L, Morris JC, Csernansky JG, Miller MI, Ratnanather JT. Quantization and analysis of hippocampal morphometric changes due to dementia of Alzheimer type using metric distances based on large deformation diffeomorphic metric mapping. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 35: 275-93. PMID 21345652 DOI: 10.1016/J.Compmedimag.2011.01.005  0.726
2010 Mielke MM, Haughey NJ, Ratnam Bandaru VV, Schech S, Carrick R, Carlson MC, Mori S, Miller MI, Ceritoglu C, Brown T, Albert M, Lyketsos CG. Plasma ceramides are altered in mild cognitive impairment and predict cognitive decline and hippocampal volume loss. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. 6: 378-85. PMID 20813340 DOI: 10.1016/J.Jalz.2010.03.014  0.672
2010 Ceritoglu C, Wang L, Selemon LD, Csernansky JG, Miller MI, Ratnanather JT. Large Deformation Diffeomorphic Metric Mapping Registration of Reconstructed 3D Histological Section Images and in vivo MR Images. Frontiers in Human Neuroscience. 4: 43. PMID 20577633 DOI: 10.3389/Fnhum.2010.00043  0.732
2009 Ardekani S, Weiss RG, Lardo AC, Miller MI, Winslow RL, Younes L. Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 899. PMID 20119497 DOI: 10.1109/ISBI.2009.5193198  0.503
2009 Ceritoglu C, Oishi K, Li X, Chou MC, Younes L, Albert M, Lyketsos C, van Zijl PC, Miller MI, Mori S. Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging. Neuroimage. 47: 618-27. PMID 19398016 DOI: 10.1016/J.Neuroimage.2009.04.057  0.747
2009 Oishi K, Faria A, Jiang H, Li X, Akhter K, Zhang J, Hsu JT, Miller MI, van Zijl PC, Albert M, Lyketsos CG, Woods R, Toga AW, Pike GB, Rosa-Neto P, et al. Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: application to normal elderly and Alzheimer's disease participants. Neuroimage. 46: 486-99. PMID 19385016 DOI: 10.1016/J.Neuroimage.2009.01.002  0.303
2009 Ardekani S, Weiss RG, Lardo AC, George RT, Lima JA, Wu KC, Miller MI, Winslow RL, Younes L. Computational method for identifying and quantifying shape features of human left ventricular remodeling. Annals of Biomedical Engineering. 37: 1043-54. PMID 19322659 DOI: 10.1007/S10439-009-9677-2  0.544
2008 Younes L, Qiu A, Winslow RL, Miller MI. Transport of Relational Structures in Groups of Diffeomorphisms. Journal of Mathematical Imaging and Vision. 32: 41-56. PMID 19809583 DOI: 10.1007/S10851-008-0074-5  0.52
2008 Huang H, Ceritoglu C, Li X, Qiu A, Miller MI, van Zijl PC, Mori S. Correction of B0 susceptibility induced distortion in diffusion-weighted images using large-deformation diffeomorphic metric mapping. Magnetic Resonance Imaging. 26: 1294-302. PMID 18499384 DOI: 10.1016/J.Mri.2008.03.005  0.728
2008 Qiu A, Vaillant M, Barta P, Ratnanather JT, Miller MI. Region-of-interest-based analysis with application of cortical thickness variation of left planum temporale in schizophrenia and psychotic bipolar disorder. Human Brain Mapping. 29: 973-85. PMID 17705219 DOI: 10.1002/Hbm.20444  0.757
2007 Wang L, Beg F, Ratnanather T, Ceritoglu C, Younes L, Morris JC, Csernansky JG, Miller MI. Large deformation diffeomorphism and momentum based hippocampal shape discrimination in dementia of the Alzheimer type. Ieee Transactions On Medical Imaging. 26: 462-70. PMID 17427733 DOI: 10.1109/Tmi.2006.887380  0.726
2007 Vaillant M, Qiu A, Glaunès J, Miller MI. Diffeomorphic metric surface mapping in subregion of the superior temporal gyrus. Neuroimage. 34: 1149-59. PMID 17185000 DOI: 10.1016/j.neuroimage.2006.08.053  0.769
2006 Cao Y, Miller MI, Mori S, Winslow RL, Younes L. Diffeomorphic Matching of Diffusion Tensor Images. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006: 67. PMID 20711423 DOI: 10.1109/CVPRW.2006.65  0.567
2006 Qiu A, Bitouk D, Miller MI. Smooth functional and structural maps on the neocortex via orthonormal bases of the Laplace-Beltrami operator. Ieee Transactions On Medical Imaging. 25: 1296-306. PMID 17024833 DOI: 10.1109/TMI.2006.882143  0.758
2006 Helm PA, Younes L, Beg MF, Ennis DB, Leclercq C, Faris OP, McVeigh E, Kass D, Miller MI, Winslow RL. Evidence of structural remodeling in the dyssynchronous failing heart. Circulation Research. 98: 125-32. PMID 16339482 DOI: 10.1161/01.Res.0000199396.30688.Eb  0.508
2005 Cao Y, Miller MI, Winslow RL, Younes L. Large deformation diffeomorphic metric mapping of vector fields. Ieee Transactions On Medical Imaging. 24: 1216-30. PMID 16156359  0.574
2005 Helm P, Beg MF, Miller MI, Winslow RL. Measuring and mapping cardiac fiber and laminar architecture using diffusion tensor MR imaging. Annals of the New York Academy of Sciences. 1047: 296-307. PMID 16093505 DOI: 10.1196/Annals.1341.026  0.551
2005 Miller MI, Beg MF, Ceritoglu C, Stark C. Increasing the power of functional maps of the medial temporal lobe by using large deformation diffeomorphic metric mapping Proceedings of the National Academy of Sciences of the United States of America. 102: 9685-9690. PMID 15980148 DOI: 10.1073/pnas.0503892102  0.71
2005 Bitouk D, Miller MI, Younes L. Clutter invariant ATR. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 817-21. PMID 15875803 DOI: 10.1109/Tpami.2005.97  0.74
2004 Beg MF, Helm PA, McVeigh E, Miller MI, Winslow RL. Computational cardiac anatomy using MRI. Magnetic Resonance in Medicine : Official Journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine. 52: 1167-74. PMID 15508155 DOI: 10.1002/Mrm.20255  0.525
2002 Winslow RL, Helm P, Baumgartner W, Peddi S, Ratnanather T, McVeigh E, Miller MI. Imaging-based integrative models of the heart: closing the loop between experiment and simulation. Novartis Foundation Symposium. 247: 129-41; discussion 1. PMID 12539953 DOI: 10.1002/0470857897.Ch11  0.536
1997 Miller MI, Grenander U, Osullivan JA, Snyder DL. Automatic target recognition organized via jump-diffusion algorithms. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 6: 157-74. PMID 18282886 DOI: 10.1109/83.552104  0.73
1990 Chornoboy ES, Chen CJ, Miller MI, Miller TR, Snyder DL. An evaluation of maximum likelihood reconstruction for SPECT. Ieee Transactions On Medical Imaging. 9: 99-110. PMID 18222755 DOI: 10.1109/42.52987  0.733
1987 Snyder DL, Miller MI, Thomas LJ, Politte DG. Noise and edge artifacts in maximum-likelihood reconstructions for emission tomography. Ieee Transactions On Medical Imaging. 6: 228-38. PMID 18244025 DOI: 10.1109/TMI.1987.4307831  0.725
1987 Miller MI, Barta PE, Sachs MB. Strategies for the representation of a tone in background noise in the temporal aspects of the discharge patterns of auditory-nerve fibers. The Journal of the Acoustical Society of America. 81: 665-79. PMID 3584674 DOI: 10.1121/1.394835  0.603
1984 Miller MI, Sachs MB. Representation of voice pitch in discharge patterns of auditory-nerve fibers. Hearing Research. 14: 257-79. PMID 6480513 DOI: 10.1016/0378-5955(84)90054-6  0.611
1983 Miller MI, Sachs MB. Representation of stop consonants in the discharge patterns of auditory-nerve fibers. The Journal of the Acoustical Society of America. 74: 502-17. PMID 6619427 DOI: 10.1121/1.389816  0.611
1983 Sachs MB, Young ED, Miller MI. Speech encoding in the auditory nerve: implications for cochlear implants. Annals of the New York Academy of Sciences. 405: 94-113. PMID 6575675 DOI: 10.1111/j.1749-6632.1983.tb31622.x  0.647
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