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ORCIDMichael D. Abràmoff
Michael David Abràmoff – Michael Abramoff
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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