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Michael 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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2020 – today
- 2024
- [j50]Jane J. Huang
, Roomasa Channa, Risa M. Wolf
Autonomous artificial intelligence for diabetic eye disease increases access and health equity in underserved populations. npj Digit. Medicine 7(1) (2024) - [j49]Jane J. Huang
Author Correction: 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
Considerations for addressing bias in artificial intelligence for health equity. npj Digit. Medicine 6 (2023) - [j47]Michael D. Abràmoff
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
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
Autonomous AI systems in the face of liability, regulations and costs. npj Digit. Medicine 6 (2023) - 2022
- [j44]Michael D. Abràmoff
A reimbursement framework for artificial intelligence in healthcare. npj Digit. Medicine 5 (2022) - [j43]Richard A. Frank
Developing current procedural terminology codes that describe the work performed by machines. npj Digit. Medicine 5 (2022) - [j42]Kyle Lam
A Delphi consensus statement for digital surgery. npj Digit. Medicine 5 (2022) - [j41]Risa M. Wolf
Potential reduction in healthcare carbon footprint by autonomous artificial intelligence. npj Digit. Medicine 5 (2022) - 2020
- [c56]Kyungmoo Lee, Elliott H. Sohn
Multiresolution LOGISMOS graph search for automated choroidal layer segmentation of 3D macular OCT scans. Medical Imaging: Image Processing 2020: 113130B
2010 – 2019
- 2019
- [j40]Ramon Pires, Sandra Avila
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96: 93-106 (2019) - [j39]Abhay Shah
Optimal surface segmentation with convex priors in irregularly sampled space. Medical Image Anal. 54: 63-75 (2019) - 2018
- [j38]Michael D. Abràmoff
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
End-to-End Adversarial Retinal Image Synthesis. IEEE Trans. Medical Imaging 37(3): 781-791 (2018) - [c55]Abhay Shah, Stephanie Lynch
Susceptibility to misdiagnosis of adversarial images by deep learning based retinal image analysis algorithms. ISBI 2018: 1454-1457 - 2017
- [j36]Mohammad Saleh Miri, Victor A. Robles, Michael D. Abràmoff
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
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
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) - [c54]Abhay Shah, Michael D. Abràmoff
Simultaneous Multiple Surface Segmentation Using Deep Learning. DLMIA/ML-CDS@MICCAI 2017: 3-11 - [i5]Pedro Costa, Adrian Galdran, Maria Inês Meyer
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
- [j33]Milan Sonka
Quantitative analysis of retinal OCT. Medical Image Anal. 33: 165-169 (2016) - [c53]Ipek Oguz, Li Zhang, Michael D. Abràmoff
Optimal retinal cyst segmentation from OCT images. Medical Imaging: Image Processing 2016: 97841E - [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) - 2015
- [j32]Xiayu Xu, Kyungmoo Lee, Li Zhang, Milan Sonka
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
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) - [c52]Kyungmoo Lee, Li Zhang, Michael D. Abràmoff
Fast and memory-efficient LOGISMOS graph search for intraretinal layer segmentation of 3D macular OCT scans. Medical Imaging: Image Processing 2015: 94133X - 2014
- [j30]Hrvoje Bogunovic
Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 33(12): 2242-2253 (2014) - [c51]Gwenolé Quellec
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
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
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
- [j29]Hossein Rabbani
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
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
Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images. IEEE Trans. Medical Imaging 32(2): 364-375 (2013) - [c48]Rahele Kafieh
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
Intra-retinal layer segmentation of optical coherence tomography using diffusion map. ICASSP 2013: 1080-1084 - [c46]Mark A. Christopher, Li Tang, John H. Fingert
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
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
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
Optimal filter approach for the detection of vessel bifurcations in color fundus images. Medical Imaging: Image Processing 2013: 866920 - [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
- [j26]Clara I. Sánchez, Meindert Niemeijer, Ivana Isgum
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
A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. 16(6): 1228-1240 (2012) - [j24]Xinjian Chen
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
Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography. IEEE Trans. Medical Imaging 31(10): 1900-1911 (2012) - [c42]Gwenolé Quellec
Weakly supervised classification of medical images. ISBI 2012: 110-113 - [c41]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
Automated artery-venous classification of retinal blood vessels based on structural mapping method. Medical Imaging: Computer-Aided Diagnosis 2012: 83151C - [c40]Bhavna Josephine Antony
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
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
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
Retinal vessel width measurement at branching points using an improved electric field theory-based graph approach. Medical Imaging: Image Processing 2012: 83144K - [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) - 2011
- [j22]E. Simon Barriga, Marios S. Pattichis
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
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
On Combining Computer-Aided Detection Systems. IEEE Trans. Medical Imaging 30(2): 215-223 (2011) - [j19]Gwenolé Quellec
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
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
Automated Measurement of the Arteriolar-to-Venular Width Ratio in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 30(11): 1941-1950 (2011) - [c36]Xiayu Xu, Meindert Niemeijer, Qi Song, Mona Kathryn Garvin, Joseph M. Reinhardt
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
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
Identification and reconnection of interrupted vessels in retinal vessel segmentation. ISBI 2011: 1416-1420 - [c32]Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
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
Simultaneous automatic detection of optic disc and fovea on fundus photographs. Medical Imaging: Image Processing 2011: 79622T - [c30]Zhihong Hu, Michael D. Abràmoff
Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images. Medical Imaging: Image Processing 2011: 796204 - 2010
- [j16]Sangyeol Lee, Joseph M. Reinhardt
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
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
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010) - [j13]Carla Agurto
Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection. IEEE Trans. Medical Imaging 29(2): 502-512 (2010) - [j12]Gwenolé Quellec
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) - [c29]Clara I. Sánchez, Meindert Niemeijer, Maria S. A. Suttorp-Schulten, Michael Abramoff
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
Automatic determination of the artery vein ratio in retinal images. Medical Imaging: Computer-Aided Diagnosis 2010: 76240I - [c27]Gwenolé Quellec
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
Automated measurement of retinal blood vessel tortuosity. Medical Imaging: Computer-Aided Diagnosis 2010: 76243A - [c25]Li Tang, Young H. Kwon
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
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
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
Retinal atlas statistics from color fundus images. Medical Imaging: Image Processing 2010: 762310
2000 – 2009
- 2009
- [j11]Meindert Niemeijer, Michael D. Abràmoff
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
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
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images. IEEE Trans. Medical Imaging 28(9): 1436-1447 (2009) - [c21]Eduardo S. Barriga, Víctor Murray
Multi-scale AM-FM for lesion phenotyping on age-related macular degeneration. CBMS 2009: 1-5 - [c20]Herbert Davis, Stephen R. Russell
Vision-based, real-time retinal image quality assessment. CBMS 2009: 1-6 - [c19]Meindert Niemeijer, Bram van Ginneken
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
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
Registration of 3D spectral OCT volumes using 3D SIFT feature point matching. Medical Imaging: Image Processing 2009: 72591I - 2008
- [j8]Mona Kathryn Garvin, Michael D. Abràmoff
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search. IEEE Trans. Medical Imaging 27(10): 1495-1505 (2008) - [c16]Carla Agurto
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
Vessel segmentation in 3D spectral OCT scans of the retina. Medical Imaging: Image Processing 2008: 69141R - [c14]Sangyeol Lee, Michael D. Abràmoff
Retinal image mosaicing using the radial distortion correction model. Medical Imaging: Image Processing 2008: 691435 - 2007
- [j7]Meindert Niemeijer, Michael D. Abràmoff
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
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images. IEEE Trans. Medical Imaging 26(8): 1035-1045 (2007) - [c13]Mona Haeker, Xiaodong Wu, Michael D. Abràmoff, Randy Kardon
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
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
Automated segmentation of intraretinal layers from macular optical coherence tomography images. Medical Imaging: Image Processing 2007: 651214 - [c10]Michael B. Merickel, Michael D. Abràmoff
Segmentation of the optic nerve head combining pixel classification and graph search. Medical Imaging: Image Processing 2007: 651215 - [c9]Sangyeol Lee, Michael D. Abràmoff
Feature-based pairwise retinal image registration by radial distortion correction. Medical Imaging: Image Processing 2007: 651220 - 2006
- [j5]Meindert Niemeijer, Michael D. Abràmoff
Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening. Medical Image Anal. 10(6): 888-898 (2006) - [c8]Eduardo S. Barriga, Stephen R. Russell
A Training System for Photodynamic Therapy using Modeling and Simulation. CBMS 2006: 646-652 - [c7]Michael D. Abràmoff
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
Segmentation of the Surfaces of the Retinal Layer from OCT Images. MICCAI (1) 2006: 800-807 - 2005
- [j4]Meindert Niemeijer, Bram van Ginneken
Automatic detection of red lesions in digital color fundus photographs. IEEE Trans. Medical Imaging 24(5): 584-592 (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
- [j3]Joes Staal
Ridge-based vessel segmentation in color images of the retina. IEEE Trans. Medical Imaging 23(4): 501-509 (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
Comparative study of retinal vessel segmentation methods on a new publicly available database. Medical Imaging: Image Processing 2004 - 2002
- [j2]Michael Abramoff
Computation and visualization of three-dimensional motion in the orbit. IEEE Trans. Medical Imaging 21(4): 296-304 (2002) - [c1]Joes Staal
Classifying convex sets for vessel detection in retinal images. ISBI 2002: 269-272 - 2000
- [j1]Michael Abramoff
Objective Quantifications of the Motion of Orbital Soft Tissues. IEEE Trans. Medical Imaging 19(10): 986-995 (2000)
Coauthor Index
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