Michael D. Abràmoff
Orcid: 0000-0002-3490-0037Affiliations:
- University of Iowa, Department of Ophthalmology and Visual Sciences, USA
- University of Utrecht Academic Hospital, The Netherlands (former)
According to our database1,
Michael D. Abràmoff
authored at least 107 papers
between 2000 and 2023.
Collaborative distances:
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Bibliography
2023
npj Digit. Medicine, 2023
Effectiveness of artificial intelligence screening in preventing vision loss from diabetes: a policy model.
npj Digit. Medicine, 2023
Autonomous artificial intelligence increases real-world specialist clinic productivity in a cluster-randomized trial.
npj Digit. Medicine, 2023
npj Digit. Medicine, 2023
2022
Potential reduction in healthcare carbon footprint by autonomous artificial intelligence.
npj Digit. Medicine, 2022
Developing current procedural terminology codes that describe the work performed by machines.
npj Digit. Medicine, 2022
npj Digit. Medicine, 2022
2020
Multiresolution LOGISMOS graph search for automated choroidal layer segmentation of 3D macular OCT scans.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
2019
Medical Image Anal., 2019
Artif. Intell. Medicine, 2019
2018
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices.
npj Digit. Medicine, 2018
Susceptibility to misdiagnosis of adversarial images by deep learning based retinal image analysis algorithms.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
A machine-learning graph-based approach for 3D segmentation of Bruch's membrane opening from glaucomatous SD-OCT volumes.
Medical Image Anal., 2017
An improved arteriovenous classification method for the early diagnostics of various diseases in retinal image.
Comput. Methods Programs Biomed., 2017
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., 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
2016
Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space.
CoRR, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
2015
Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data.
IEEE Trans. Medical Imaging, 2015
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, 2015
Fast and memory-efficient LOGISMOS graph search for intraretinal layer segmentation of 3D macular OCT scans.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
2014
Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2014
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Automated discovery of structural features of the optic nerve head on the basis of image and genetic data.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Estimating maximal measurable performance for automated decision systems from the characteristics of the reference standard. application to diabetic retinopathy screening.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Splat Feature Classification With Application to Retinal Hemorrhage Detection in Fundus Images.
IEEE Trans. Medical Imaging, 2013
Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map.
Medical Image Anal., 2013
Optical Coherence Tomography Noise Reduction Using Anisotropic Local Bivariate Gaussian Mixture Prior in 3D Complex Wavelet Domain.
Int. J. Biomed. Imaging, 2013
Thickness Mapping of Eleven Retinal Layers in Normal Eyes Using Spectral Domain Optical Coherence Tomography.
CoRR, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Optimal filter approach for the detection of vessel bifurcations in color fundus images.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Changes in quantitative 3D shape features of the optic nerve head associated with age.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Intra-retinal layer segmentation of optical coherence tomography using diffusion map.
Proceedings of the IEEE International Conference on Acoustics, 2013
Vessel segmentation in images of optical coherence tomography using shadow information and thickening of Retinal Nerve Fiber Layer.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Multimodal Retinal Vessel Segmentation From Spectral-Domain Optical Coherence Tomography and Fundus Photography.
IEEE Trans. Medical Imaging, 2012
Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut.
IEEE Trans. Medical Imaging, 2012
Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans.
Medical Image Anal., 2012
Medical Image Anal., 2012
Retinal vessel width measurement at branching points using an improved electric field theory-based graph approach.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Parallel graph search: application to intraretinal layer segmentation of 3-D macular OCT scans.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Incorporation of texture-based features in optimal graph-theoretic approach with application to the 3D segmentation of intraretinal surfaces in SD-OCT volumes.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Automated artery-venous classification of retinal blood vessels based on structural mapping method.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Medical Imaging, 2011
Optimal Filter Framework for Automated, Instantaneous Detection of Lesions in Retinal Images.
IEEE Trans. Medical Imaging, 2011
Automated Measurement of the Arteriolar-to-Venular Width Ratio in Digital Color Fundus Photographs.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Independent component analysis using prior information for signal detection in a functional imaging system of the retina.
Medical Image Anal., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automated multimodality concurrent classification for segmenting vessels in 3D spectral OCT and color fundus images.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automated method for the identification and analysis of vascular tree structures in retinal vessel network.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Splat feature classification: Detection of the presence of large retinal hemorrhages.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Comparison of classifier performance for information fusion in automated Diabetic Retinopathy screening.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Identification and reconnection of interrupted vessels in retinal vessel segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula.
IEEE Trans. Medical Imaging, 2010
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model.
Medical Image Anal., 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Active Learning for an Efficient Training Strategy of Computer-Aided Diagnosis Systems: Application to Diabetic Retinopathy Screening.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Automated Segmentation of 3-D Spectral OCT Retinal Blood Vessels by Neural Canal Opening False Positive Suppression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Use of a twin dataset to identify AMD-related visual patterns controlled by genetic factors.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Improving hard exudate detection in retinal images through a combination of local and contextual information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
IEEE Trans. Medical Imaging, 2009
Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2009
Medical Image Anal., 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Active learning approach for detection of hard exudates, cotton wool spots, and drusen in retinal images.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Detection and phenotyping of retinal disease using AM-FM processing for feature extraction.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Trans. Medical Imaging, 2007
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images.
IEEE Trans. Medical Imaging, 2007
Segmentation of the optic nerve head combining pixel classification and graph search.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Automated segmentation of intraretinal layers from macular optical coherence tomography images.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Use of Varying Constraints in Optimal 3-D Graph Search for Segmentation of Macular Optical Coherence Tomography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Incorporation of Regional Information in Optimal 3-D Graph Search with Application for Intraretinal Layer Segmentation of Optical Coherence Tomography Images.
Proceedings of the Information Processing in Medical Imaging, 2007
2006
Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening.
Medical Image Anal., 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
The automatic detection of the optic disc location in retinal images using optic disc location regression.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
IEEE Trans. Medical Imaging, 2005
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005
Automatic Detection of the Optic Disc, Fovea and Vacular Arch in Digital Color Photographs of the Retina.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005
2004
IEEE Trans. Medical Imaging, 2004
Comparative study of retinal vessel segmentation methods on a new publicly available database.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
A Spatial Truncation Approach to the Analysis of Optical Imaging of the Retina in Humans and Cats.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2002
IEEE Trans. Medical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2000
IEEE Trans. Medical Imaging, 2000