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Michael D. Abràmoff
Person information
- affiliation: University of Iowa, Department of Ophthalmology and Visual Sciences, USA
- affiliation (former): University of Utrecht Academic Hospital, The Netherlands
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Journal Articles
- 2024
- [j49]Jane J. Huang
, Roomasa Channa, Risa M. Wolf
, Yiwen Dong
, Mavis Liang, Jiangxia Wang, Michael D. Abràmoff
, T. Y. Alvin Liu:
Autonomous artificial intelligence for diabetic eye disease increases access and health equity in underserved populations. npj Digit. Medicine 7(1) (2024) - 2023
- [j48]Michael D. Abràmoff
, Michelle E. Tarver, Nilsa Loyo-Berrios, Sylvia Trujillo, Danton Char, Ziad Obermeyer, Malvina B. Eydelman, William H. Maisel:
Considerations for addressing bias in artificial intelligence for health equity. npj Digit. Medicine 6 (2023) - [j47]Michael D. Abràmoff
, Noelle Whitestone
, Jennifer L. Patnaik, Emily Rich, Munir Ahmed, Lutful Husain, Mohammad Yeadul Hassan, Md. Sajidul Huq Tanjil, Dena Weitzman, Tinglong Dai
, Brandie D. Wagner, David H. Cherwek, Nathan Congdon, Khairul Islam:
Autonomous artificial intelligence increases real-world specialist clinic productivity in a cluster-randomized trial. npj Digit. Medicine 6 (2023) - [j46]Roomasa Channa, Risa M. Wolf
, Michael D. Abràmoff
, Harold P. Lehmann
:
Effectiveness of artificial intelligence screening in preventing vision loss from diabetes: a policy model. npj Digit. Medicine 6 (2023) - [j45]Agustina Saenz, Zach Harned, Oishi Banerjee, Michael D. Abràmoff
, Pranav Rajpurkar
:
Autonomous AI systems in the face of liability, regulations and costs. npj Digit. Medicine 6 (2023) - 2022
- [j44]Michael D. Abràmoff
, Cybil Roehrenbeck, Sylvia Trujillo, Juli Goldstein, Anitra S. Graves, Michael X. Repka, Ezequiel
:
A reimbursement framework for artificial intelligence in healthcare. npj Digit. Medicine 5 (2022) - [j43]Richard A. Frank
, Robert Jarrin
, Jordan Pritzker, Michael D. Abràmoff
, Michael X. Repka, Pat D. Baird, S. Marlene Grenon, Megan Ruth Mahoney, John E. Mattison
, Ezequiel Silva
:
Developing current procedural terminology codes that describe the work performed by machines. npj Digit. Medicine 5 (2022) - [j42]Kyle Lam
, Michael D. Abràmoff
, José M. Balibrea
, Steven M. Bishop, Richard R. Brady
, Rachael Callcut, Manish Chand, Justin Collins
, Markus K. Diener, Matthias Eisenmann, Kelly Fermont
, Manoel Galvao Neto
, Gregory D. Hager
, Robert J. Hinchliffe, Alan Horgan, Pierre Jannin, Alexander Langerman
, Kartik Logishetty
, Amit Mahadik, Lena Maier-Hein, Esteban Martín Antona, Pietro Mascagni
, Ryan K. Mathew
, Beat P. Müller-Stich, Thomas Neumuth
, Felix Nickel, Adrian Park, Gianluca Pellino
, Frank Rudzicz, Sam Shah
, Mark Slack, Myles J. Smith, Naeem Soomro, Stefanie Speidel
, Danail Stoyanov, Henry S. Tilney, Martin Wagner
, Ara Darzi
, James Kinross
, Sanjay Purkayastha
:
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022) - [j41]Risa M. Wolf
, Michael D. Abràmoff
, Roomasa Channa, Chris Tava, Warren Clarida, Harold P. Lehmann
:
Potential reduction in healthcare carbon footprint by autonomous artificial intelligence. npj Digit. Medicine 5 (2022) - 2019
- [j40]Ramon Pires, Sandra Avila
, Jacques Wainer, Eduardo Valle
, Michael D. Abràmoff
, Anderson Rocha:
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96: 93-106 (2019) - [j39]Abhay Shah
, Michael D. Abràmoff
, Xiaodong Wu:
Optimal surface segmentation with convex priors in irregularly sampled space. Medical Image Anal. 54: 63-75 (2019) - 2018
- [j38]Michael D. Abràmoff
, Philip T. Lavin, Michele Birch, Nilay Shah, James C. Folk
:
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices. npj Digit. Medicine 1 (2018) - [j37]Pedro Costa
, Adrian Galdran
, Maria Inês Meyer
, Meindert Niemeijer, Michael Abramoff
, Ana Maria Mendonça
, Aurélio J. C. Campilho
:
End-to-End Adversarial Retinal Image Synthesis. IEEE Trans. Medical Imaging 37(3): 781-791 (2018) - 2017
- [j36]Mohammad Saleh Miri, Victor A. Robles, Michael D. Abràmoff
, Young H. Kwon
, Mona Kathryn Garvin:
Incorporation of gradient vector flow field in a multimodal graph-theoretic approach for segmenting the internal limiting membrane from glaucomatous optic nerve head-centered SD-OCT volumes. Comput. Medical Imaging Graph. 55: 87-94 (2017) - [j35]Xiayu Xu, Wenxiang Ding, Michael D. Abràmoff
, Ruofan Cao:
An improved arteriovenous classification method for the early diagnostics of various diseases in retinal image. Comput. Methods Programs Biomed. 141: 3-9 (2017) - [j34]Mohammad Saleh Miri, Michael D. Abràmoff
, Young H. Kwon
, Milan Sonka
, Mona Kathryn Garvin:
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes. Medical Image Anal. 39: 206-217 (2017) - 2016
- [j33]Milan Sonka
, Michael D. Abràmoff
:
Quantitative analysis of retinal OCT. Medical Image Anal. 33: 165-169 (2016) - 2015
- [j32]Xiayu Xu, Kyungmoo Lee, Li Zhang, Milan Sonka
, Michael D. Abràmoff
:
Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data. IEEE Trans. Medical Imaging 34(7): 1616-1623 (2015) - [j31]Mohammad Saleh Miri, Michael D. Abràmoff
, Kyungmoo Lee, Meindert Niemeijer, Jui-Kai Wang, Young H. Kwon
, Mona Kathryn Garvin:
Multimodal Segmentation of Optic Disc and Cup From SD-OCT and Color Fundus Photographs Using a Machine-Learning Graph-Based Approach. IEEE Trans. Medical Imaging 34(9): 1854-1866 (2015) - 2014
- [j30]Hrvoje Bogunovic
, Milan Sonka
, Young H. Kwon
, Pavlina Kemp
, Michael D. Abràmoff
, Xiaodong Wu:
Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 33(12): 2242-2253 (2014) - 2013
- [j29]Hossein Rabbani
, Milan Sonka
, Michael D. Abràmoff
:
Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain. Int. J. Biomed. Imaging 2013: 417491:1-417491:23 (2013) - [j28]Rahele Kafieh
, Hossein Rabbani
, Michael D. Abràmoff
, Milan Sonka
:
Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map. Medical Image Anal. 17(8): 907-928 (2013) - [j27]Li Tang, Meindert Niemeijer, Joseph M. Reinhardt
, Mona Kathryn Garvin, Michael D. Abràmoff
:
Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images. IEEE Trans. Medical Imaging 32(2): 364-375 (2013) - 2012
- [j26]Clara I. Sánchez, Meindert Niemeijer, Ivana Isgum
, Alina V. Dumitrescu
, Maria S. A. Suttorp-Schulten, Michael D. Abràmoff
, Bram van Ginneken
:
Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans. Medical Image Anal. 16(1): 50-62 (2012) - [j25]Gwenolé Quellec
, Mathieu Lamard, Michael D. Abràmoff
, Etienne Decencière
, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel:
A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. 16(6): 1228-1240 (2012) - [j24]Xinjian Chen
, Meindert Niemeijer, Li Zhang, Kyungmoo Lee, Michael D. Abràmoff
, Milan Sonka
:
Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut. IEEE Trans. Medical Imaging 31(8): 1521-1531 (2012) - [j23]Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff
, Mona Kathryn Garvin:
Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography. IEEE Trans. Medical Imaging 31(10): 1900-1911 (2012) - 2011
- [j22]E. Simon Barriga, Marios S. Pattichis
, Daniel Ts'o, Michael Abramoff
, Randy Kardon
, Young H. Kwon
, Peter Soliz:
Independent component analysis using prior information for signal detection in a functional imaging system of the retina. Medical Image Anal. 15(1): 35-44 (2011) - [j21]Li Tang, Mona Kathryn Garvin, Kyungmoo Lee, Wallace L. W. Alward
, Young H. Kwon
, Michael D. Abràmoff
:
Robust Multiscale Stereo Matching from Fundus Images with Radiometric Differences. IEEE Trans. Pattern Anal. Mach. Intell. 33(11): 2245-2258 (2011) - [j20]Meindert Niemeijer, Marco Loog, Michael D. Abràmoff
, Max A. Viergever, Mathias Prokop
, Bram van Ginneken
:
On Combining Computer-Aided Detection Systems. IEEE Trans. Medical Imaging 30(2): 215-223 (2011) - [j19]Gwenolé Quellec
, Stephen R. Russell
, Michael D. Abràmoff
:
Optimal Filter Framework for Automated, Instantaneous Detection of Lesions in Retinal Images. IEEE Trans. Medical Imaging 30(2): 523-533 (2011) - [j18]Xiayu Xu, Meindert Niemeijer, Qi Song, Milan Sonka
, Mona Kathryn Garvin, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach. IEEE Trans. Medical Imaging 30(6): 1184-1191 (2011) - [j17]Meindert Niemeijer, Xiayu Xu, Alina V. Dumitrescu
, Priya Gupta, Bram van Ginneken
, James C. Folk
, Michael D. Abràmoff
:
Automated Measurement of the Arteriolar-to-Venular Width Ratio in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 30(11): 1941-1950 (2011) - 2010
- [j16]Sangyeol Lee, Joseph M. Reinhardt
, Philippe C. Cattin
, Michael D. Abràmoff
:
Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model. Medical Image Anal. 14(4): 539-549 (2010) - [j15]Kyungmoo Lee
, Meindert Niemeijer, Mona Kathryn Garvin, Young H. Kwon
, Milan Sonka
, Michael D. Abràmoff
:
Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head. IEEE Trans. Medical Imaging 29(1): 159-168 (2010) - [j14]Meindert Niemeijer, Bram van Ginneken
, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec
, Clara I. Sánchez, Bob Zhang
, Roberto Hornero
, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You
, Agustín Mayo
, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García
, Hiroshi Fujita, Michael D. Abràmoff
:
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010) - [j13]Carla Agurto
, Víctor Murray
, Eduardo S. Barriga, Sergio Murillo, Marios S. Pattichis
, Herbert Davis, Stephen R. Russell
, Michael D. Abràmoff
, Peter Soliz:
Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection. IEEE Trans. Medical Imaging 29(2): 502-512 (2010) - [j12]Gwenolé Quellec
, Kyungmoo Lee, Martin Dolejsi, Mona Kathryn Garvin, Michael D. Abràmoff
, Milan Sonka
:
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula. IEEE Trans. Medical Imaging 29(6): 1321-1330 (2010) - 2009
- [j11]Meindert Niemeijer, Michael D. Abràmoff
, Bram van Ginneken
:
Fast detection of the optic disc and fovea in color fundus photographs. Medical Image Anal. 13(6): 859-870 (2009) - [j10]Meindert Niemeijer, Michael D. Abràmoff
, Bram van Ginneken
:
Information Fusion for Diabetic Retinopathy CAD in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 28(5): 775-785 (2009) - [j9]Mona Kathryn Garvin, Michael D. Abràmoff
, Xiaodong Wu, Stephen R. Russell
, Trudy L. Burns, Milan Sonka
:
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 28(9): 1436-1447 (2009) - 2008
- [j8]Mona Kathryn Garvin, Michael D. Abràmoff
, Randy Kardon
, Stephen R. Russell
, Xiaodong Wu, Milan Sonka
:
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Medical Imaging 27(10): 1495-1505 (2008) - 2007
- [j7]Meindert Niemeijer, Michael D. Abràmoff
, Bram van Ginneken
:
Segmentation of the Optic Disc, Macula and Vascular Arch in Fundus Photographs. IEEE Trans. Medical Imaging 26(1): 116-127 (2007) - [j6]Eduardo S. Barriga, Marios S. Pattichis
, Daniel Ts'o, Michael D. Abràmoff
, Randy Kardon
, Young H. Kwon
, Peter Soliz:
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images. IEEE Trans. Medical Imaging 26(8): 1035-1045 (2007) - 2006
- [j5]Meindert Niemeijer, Michael D. Abràmoff
, Bram van Ginneken
:
Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening. Medical Image Anal. 10(6): 888-898 (2006) - 2005
- [j4]Meindert Niemeijer, Bram van Ginneken
, Joes Staal
, Maria S. A. Suttorp-Schulten, Michael D. Abràmoff
:
Automatic detection of red lesions in digital color fundus photographs. IEEE Trans. Medical Imaging 24(5): 584-592 (2005) - 2004
- [j3]Joes Staal
, Michael D. Abràmoff
, Meindert Niemeijer, Max A. Viergever, Bram van Ginneken
:
Ridge-based vessel segmentation in color images of the retina. IEEE Trans. Medical Imaging 23(4): 501-509 (2004) - 2002
- [j2]Michael Abramoff
, Max A. Viergever:
Computation and visualization of three-dimensional motion in the orbit. IEEE Trans. Medical Imaging 21(4): 296-304 (2002) - 2000
- [j1]Michael Abramoff
, Wiro J. Niessen
, Max A. Viergever:
Objective Quantifications of the Motion of Orbital Soft Tissues. IEEE Trans. Medical Imaging 19(10): 986-995 (2000)
Conference and Workshop Papers
- 2020
- [c56]Kyungmoo Lee, Elliott H. Sohn
, Honghai Zhang, Alexis K. Warren, Andreas Wahle, S. Scott Whitmore, Milan Sonka
, Michael D. Abràmoff
:
Multiresolution LOGISMOS graph search for automated choroidal layer segmentation of 3D macular OCT scans. Medical Imaging: Image Processing 2020: 113130B - 2018
- [c55]Abhay Shah, Stephanie Lynch
, Meindert Niemeijer, Ryan Amelon, Warren Clarida, James C. Folk
, Stephen R. Russell
, Xiaodong Wu, Michael D. Abràmoff
:
Susceptibility to misdiagnosis of adversarial images by deep learning based retinal image analysis algorithms. ISBI 2018: 1454-1457 - 2017
- [c54]Abhay Shah, Michael D. Abràmoff
, Xiaodong Wu:
Simultaneous Multiple Surface Segmentation Using Deep Learning. DLMIA/ML-CDS@MICCAI 2017: 3-11 - 2016
- [c53]Ipek Oguz, Li Zhang, Michael D. Abràmoff
, Milan Sonka
:
Optimal retinal cyst segmentation from OCT images. Medical Imaging: Image Processing 2016: 97841E - 2015
- [c52]Kyungmoo Lee, Li Zhang, Michael D. Abràmoff
, Milan Sonka
:
Fast and memory-efficient LOGISMOS graph search for intraretinal layer segmentation of 3D macular OCT scans. Medical Imaging: Image Processing 2015: 94133X - 2014
- [c51]Gwenolé Quellec
, Michael D. Abràmoff
:
Estimating maximal measurable performance for automated decision systems from the characteristics of the reference standard. application to diabetic retinopathy screening. EMBC 2014: 154-157 - [c50]Mark A. Christopher, Li Tang, John H. Fingert
, Todd E. Scheetz
, Michael D. Abràmoff
:
Automated discovery of structural features of the optic nerve head on the basis of image and genetic data. Medical Imaging: Computer-Aided Diagnosis 2014: 90350S - [c49]Bhavna Josephine Antony
, Mohammad Saleh Miri, Michael D. Abràmoff
, Young H. Kwon
, Mona Kathryn Garvin:
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. MICCAI (1) 2014: 739-746 - 2013
- [c48]Rahele Kafieh
, Hajar Danesh, Hossein Rabbani
, Michael Abramoff
, Milan Sonka
:
Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer. ICASSP 2013: 1075-1079 - [c47]Rahele Kafieh
, Hossein Rabbani
, Michael Abramoff
, Milan Sonka
:
Intra-retinal layer segmentation of optical coherence tomography using diffusion map. ICASSP 2013: 1080-1084 - [c46]Mark A. Christopher, Li Tang, John H. Fingert
, Todd E. Scheetz
, Michael D. Abràmoff
:
Changes in quantitative 3D shape features of the optic nerve head associated with age. Medical Imaging: Computer-Aided Diagnosis 2013: 86700O - [c45]Qiao Hu, Michael D. Abràmoff
, Mona Kathryn Garvin:
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images. MICCAI (2) 2013: 436-443 - [c44]Mohammad Saleh Miri, Kyungmoo Lee, Meindert Niemeijer, Michael D. Abràmoff
, Young H. Kwon
, Mona Kathryn Garvin:
Multimodal segmentation of optic disc and cup from stereo fundus and SD-OCT images. Medical Imaging: Image Processing 2013: 86690O - [c43]Qiao Hu, Mona Kathryn Garvin, Mark A. Christopher, Xiayu Xu, Todd E. Scheetz
, Michael D. Abràmoff
:
Optimal filter approach for the detection of vessel bifurcations in color fundus images. Medical Imaging: Image Processing 2013: 866920 - 2012
- [c42]Gwenolé Quellec
, Mathieu Laniard, Guy Cazuguel, Michael D. Abràmoff
, Béatrice Cochener, Christian Roux:
Weakly supervised classification of medical images. ISBI 2012: 110-113 - [c41]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Automated artery-venous classification of retinal blood vessels based on structural mapping method. Medical Imaging: Computer-Aided Diagnosis 2012: 83151C - [c40]Bhavna Josephine Antony
, Michael D. Abràmoff
, Milan Sonka
, Young H. Kwon
, Mona Kathryn Garvin:
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes. Medical Imaging: Image Processing 2012: 83141G - [c39]Kyungmoo Lee, Michael D. Abràmoff
, Mona Kathryn Garvin, Milan Sonka
:
Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans. Medical Imaging: Image Processing 2012: 83141H - [c38]Meindert Niemeijer, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff
, Milan Sonka
:
Registration of 3D spectral OCT volumes combining ICP with a graph-based approach. Medical Imaging: Image Processing 2012: 83141A - [c37]Xiayu Xu, Michael D. Abràmoff
, Geir Bertelsen, Joseph M. Reinhardt
:
Retinal vessel width measurement at branching points using an improved electric field theory-based graph approach. Medical Imaging: Image Processing 2012: 83144K - 2011
- [c36]Xiayu Xu, Meindert Niemeijer, Qi Song, Mona Kathryn Garvin, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Retinal vessel width measurements based on a graph-theoretic method. ISBI 2011: 641-644 - [c35]Li Tang, Meindert Niemeijer, Michael D. Abràmoff
:
Splat feature classification: Detection of the presence of large retinal hemorrhages. ISBI 2011: 681-684 - [c34]Meindert Niemeijer, Michael D. Abràmoff
, Niranjan Joshi, Michael Brady:
Comparison of classifier performance for information fusion in automated Diabetic Retinopathy screening. ISBI 2011: 685-688 - [c33]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Identification and reconnection of interrupted vessels in retinal vessel segmentation. ISBI 2011: 1416-1420 - [c32]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Automated method for the identification and analysis of vascular tree structures in retinal vessel network. Medical Imaging: Computer-Aided Diagnosis 2011: 79630I - [c31]Xiayu Xu, Mona Kathryn Garvin, Michael D. Abràmoff
, Joseph M. Reinhardt
:
Simultaneous automatic detection of optic disc and fovea on fundus photographs. Medical Imaging: Image Processing 2011: 79622T - [c30]Zhihong Hu, Michael D. Abràmoff
, Meindert Niemeijer, Mona Kathryn Garvin:
Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images. Medical Imaging: Image Processing 2011: 796204 - 2010
- [c29]Clara I. Sánchez, Meindert Niemeijer, Maria S. A. Suttorp-Schulten, Michael Abramoff
, Bram van Ginneken
:
Improving hard exudate detection in retinal images through a combination of local and contextual information. ISBI 2010: 5-8 - [c28]Meindert Niemeijer, Bram van Ginneken
, Michael D. Abràmoff
:
Automatic determination of the artery vein ratio in retinal images. Medical Imaging: Computer-Aided Diagnosis 2010: 76240I - [c27]Gwenolé Quellec
, Michael D. Abràmoff
, Stephen R. Russell
:
Use of a twin dataset to identify AMD-related visual patterns controlled by genetic factors. Medical Imaging: Computer-Aided Diagnosis 2010: 76240K - [c26]Vinayak S. Joshi, Joseph M. Reinhardt
, Michael D. Abràmoff
:
Automated measurement of retinal blood vessel tortuosity. Medical Imaging: Computer-Aided Diagnosis 2010: 76243A - [c25]Li Tang, Young H. Kwon
, Wallace L. M. Alward
, Emily C. Greenlee, Kyungmoo Lee, Mona Kathryn Garvin, Michael D. Abràmoff
:
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma. Medical Imaging: Computer-Aided Diagnosis 2010: 76243D - [c24]Zhihong Hu, Meindert Niemeijer, Michael D. Abràmoff
, Kyungmoo Lee, Mona Kathryn Garvin:
Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression. MICCAI (3) 2010: 33-40 - [c23]Clara I. Sánchez, Meindert Niemeijer, Michael D. Abràmoff
, Bram van Ginneken
:
Active Learning for an Efficient Training Strategy of Computer-Aided Diagnosis Systems: Application to Diabetic Retinopathy Screening. MICCAI (3) 2010: 603-610 - [c22]Sangyeol Lee, Michael D. Abràmoff
, Joseph M. Reinhardt
:
Retinal atlas statistics from color fundus images. Medical Imaging: Image Processing 2010: 762310 - 2009
- [c21]Eduardo S. Barriga, Víctor Murray
, Carla Agurto
, Marios S. Pattichis
, Stephen R. Russell
, Michael Abramoff
, Herbert Davis, Peter Soliz:
Multi-scale AM-FM for lesion phenotyping on age-related macular degeneration. CBMS 2009: 1-5 - [c20]Herbert Davis, Stephen R. Russell
, Eduardo S. Barriga, Michael Abramoff
, Peter Soliz:
Vision-based, real-time retinal image quality assessment. CBMS 2009: 1-6 - [c19]Meindert Niemeijer, Bram van Ginneken
, Michael D. Abràmoff
:
Automatic classification of retinal vessels into arteries and veins. Medical Imaging: Computer-Aided Diagnosis 2009: 72601F - [c18]Clara I. Sánchez, Meindert Niemeijer, Thessa T. J. P. Kockelkorn, Michael D. Abràmoff
, Bram van Ginneken
:
Active learning approach for detection of hard exudates, cotton wool spots, and drusen in retinal images. Medical Imaging: Computer-Aided Diagnosis 2009: 72601I - [c17]Meindert Niemeijer, Mona Kathryn Garvin, Kyungmoo Lee, Bram van Ginneken
, Michael D. Abràmoff
, Milan Sonka:
Registration of 3D spectral OCT volumes using 3D SIFT feature point matching. Medical Imaging: Image Processing 2009: 72591I - 2008
- [c16]Carla Agurto
, Sergio Murillo, Víctor Murray
, Marios Pattichis
, Stephen R. Russell
, Michael Abramoff
, Peter Soliz:
Detection and phenotyping of retinal disease using AM-FM processing for feature extraction. ACSCC 2008: 659-663 - [c15]Meindert Niemeijer, Mona Kathryn Garvin, Bram van Ginneken
, Milan Sonka
, Michael D. Abràmoff
:
Vessel segmentation in 3D spectral OCT scans of the retina. Medical Imaging: Image Processing 2008: 69141R - [c14]Sangyeol Lee, Michael D. Abràmoff
, Joseph M. Reinhardt
:
Retinal image mosaicing using the radial distortion correction model. Medical Imaging: Image Processing 2008: 691435 - 2007
- [c13]Mona Haeker, Xiaodong Wu, Michael D. Abràmoff, Randy Kardon
, Milan Sonka
:
Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images. IPMI 2007: 607-618 - [c12]Mona Haeker, Michael D. Abràmoff, Xiaodong Wu, Randy Kardon
, Milan Sonka
:
Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images. MICCAI (1) 2007: 244-251 - [c11]Mona Haeker, Milan Sonka
, Randy Kardon
, Vinay A. Shah, Xiaodong Wu, Michael D. Abràmoff
:
Automated segmentation of intraretinal layers from macular optical coherence tomography images. Medical Imaging: Image Processing 2007: 651214 - [c10]Michael B. Merickel, Michael D. Abràmoff
, Milan Sonka
, Xiaodong Wu:
Segmentation of the optic nerve head combining pixel classification and graph search. Medical Imaging: Image Processing 2007: 651215 - [c9]Sangyeol Lee, Michael D. Abràmoff
, Joseph M. Reinhardt
:
Feature-based pairwise retinal image registration by radial distortion correction. Medical Imaging: Image Processing 2007: 651220 - 2006
- [c8]Eduardo S. Barriga, Stephen R. Russell
, Michael D. Abràmoff
, Robert Brittain, Russell Waymire, Anne Edwards, Richard Engstrom, Bert Davis, Peter Soliz:
A Training System for Photodynamic Therapy using Modeling and Simulation. CBMS 2006: 646-652 - [c7]Michael D. Abràmoff
, Meindert Niemeijer:
The automatic detection of the optic disc location in retinal images using optic disc location regression. EMBC 2006: 4432-4435 - [c6]Mona Haeker, Michael D. Abràmoff
, Randy Kardon
, Milan Sonka
:
Segmentation of the Surfaces of the Retinal Layer from OCT Images. MICCAI (1) 2006: 800-807 - 2005
- [c5]Meindert Niemeijer, Bram van Ginneken, Michael D. Abràmoff
:
Automatic Detection of the Optic Disc, Fovea and Vacular Arch in Digital Color Photographs of the Retina. BMVC 2005 - [c4]Xiaoqian Jiang, Young H. Kwon, Lee M. Alward, Michael D. Abràmoff
:
Robust automatic optic disk segmentation. SIGGRAPH Posters 2005: 134 - 2004
- [c3]Michael Abramoff, Young H. Kwon, Randy Kardon, Daniel Ts'o, Peter Soliz, Simone Berriga, Hingbin Li:
A Spatial Truncation Approach to the Analysis of Optical Imaging of the Retina in Humans and Cats. ISBI 2004: 1115-1118 - [c2]Meindert Niemeijer, Joes Staal
, Bram van Ginneken
, Marco Loog, Michael D. Abràmoff
:
Comparative study of retinal vessel segmentation methods on a new publicly available database. Medical Imaging: Image Processing 2004 - 2002
- [c1]Joes Staal
, Stiliyan Kalitzin
, Michael D. Abràmoff
, Tos Berendschot
, Bram van Ginneken
, Max A. Viergever:
Classifying convex sets for vessel detection in retinal images. ISBI 2002: 269-272
Informal and Other Publications
- 2017
- [i5]Pedro Costa, Adrian Galdran, Maria Inês Meyer
, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça
, Aurélio Campilho
:
Towards Adversarial Retinal Image Synthesis. CoRR abs/1701.08974 (2017) - [i4]Abhay Shah, Michael Abramoff, Xiaodong Wu:
Simultaneous Multiple Surface Segmentation Using Deep Learning. CoRR abs/1705.07142 (2017) - 2016
- [i3]Abhay Shah, Junjie Bai, Michael D. Abràmoff, Xiaodong Wu:
Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space. CoRR abs/1611.03059 (2016) - 2013
- [i2]Rahele Kafieh, Hossein Rabbani, Fedra Hajizadeh, Michael D. Abràmoff, Milan Sonka:
Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography. CoRR abs/1312.3199 (2013) - 2012
- [i1]Rahele Kafieh, Hossein Rabbani, Michael D. Abràmoff, Milan Sonka:
Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map. CoRR abs/1210.0310 (2012)
Coauthor Index
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