Mirza Faisal Beg
Orcid: 0000-0001-6706-8630
According to our database1,
Mirza Faisal Beg
authored at least 62 papers
between 2002 and 2023.
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Bibliography
2023
Neuroimaging feature extraction using a neural network classifier for imaging genetics.
BMC Bioinform., December, 2023
Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks.
Comput. Biol. Medicine, June, 2023
2022
Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction.
J. Comput. Graph. Stat., October, 2022
Investigating the temporal pattern of neuroimaging-based brain age estimation as a biomarker for Alzheimer's Disease related neurodegeneration.
NeuroImage, 2022
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis.
CoRR, 2022
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease.
CoRR, 2022
Comput. Medical Imaging Graph., 2022
Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning.
Comput. Biol. Medicine, 2022
2021
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network.
CoRR, 2021
Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography.
CoRR, 2021
Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition.
CoRR, 2021
LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images.
Comput. Medical Imaging Graph., 2021
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
2020
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI.
NeuroImage, 2020
Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning.
CoRR, 2020
Comput. Medical Imaging Graph., 2020
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
2019
IEEE Trans. Medical Imaging, 2019
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network.
Medical Image Anal., 2019
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.
CoRR, 2019
Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms.
CoRR, 2019
Muscle segmentation in axial computed tomography (CT) images at the lumbar (L3) and thoracic (T4) levels for body composition analysis.
Comput. Medical Imaging Graph., 2019
2018
Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer's disease.
Medical Image Anal., 2018
2017
Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) framework.
Medical Image Anal., 2017
Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging.
CoRR, 2017
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images.
CoRR, 2017
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network.
CoRR, 2017
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Surface displacement based shape analysis of central brain structures in preterm-born children.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
2015
Exact Surface Registration of Retinal Surfaces From 3-D Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng., 2015
2014
Automatic Cycle Averaging for Denoising Approximately Periodic Spatiotemporal Signals.
IEEE Trans. Medical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
Quantitative Evaluation of Transform Domains for Compressive Sampling-Based Recovery of Sparsely Sampled Volumetric OCT Images.
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Eng., 2013
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013
Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
On identification of sinoatrial node in zebrafish heart based on functional time series from optical mapping.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: A combined spatial atrophy and white matter alteration approach.
NeuroImage, 2012
2011
Optimal weights for local multi-atlas fusion using supervised learning and dynamic information (SuperDyn): Validation on hippocampus segmentation.
NeuroImage, 2011
Quantization and analysis of hippocampal morphometric changes due to dementia of Alzheimer type using metric distances based on large deformation diffeomorphic metric mapping.
Comput. Medical Imaging Graph., 2011
Proceedings of the Medical Imaging 2011: Visualization, 2011
Hippocampal Surface Mapping of Genetic Risk Factors in AD via Sparse Learning Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
2010
IEEE Trans. Biomed. Eng., 2010
2009
Comput. Medical Imaging Graph., 2009
Freesurfer-initialized large deformation diffeomorphic metric mapping with application to Parkinson's disease.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Robust Atlas-Based Brain Segmentation Using Multi-structure Confidence-Weighted Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
A Combined Surface And VOlumetric Registration (SAVOR) Framework to Study Cortical Biomarkers and Volumetric Imaging Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
FreeSurfer-initiated fully-automated subcortical brain segmentation in MRI using Large Deformation Diffeomorphic Metric Mapping.
NeuroImage, 2008
Representation of time-varying shapes in the large deformation diffeomorphic framework.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Int. J. Comput. Vis., 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Biomedical Informatics Research Network: Integrating Multi-Site Neuroimaging Data Acquisition, Data Sharing and Brain Morphometric Processing.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002