Amer Abufadel, Ph.D. - Related publications

Affiliations: 
2006 Georgia Institute of Technology, Atlanta, GA 
Area:
Electronics and Electrical Engineering, Biomedical Engineering
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50 most relevant papers in past 60 days:
Year Citation  Score
2019 Wang F, Wang H, Wang H, Li G, Situ G. Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging. Optics Express. 27: 25560-25572. PMID 31510427 DOI: 10.1364/OE.27.025560   
2019 Jin Z, Udupa JK, Torigian DA. How many models/atlases are needed as priors for capturing anatomic population variations? Medical Image Analysis. 58: 101550. PMID 31557632 DOI: 10.1016/j.media.2019.101550   
2019 Zhang T, Cheng J, Fu H, Gu Z, Xiao Y, Zhou K, Gao S, Zheng R, Liu J. Noise Adaptation Generative Adversarial Network for Medical Image Analysis. Ieee Transactions On Medical Imaging. PMID 31567075 DOI: 10.1109/TMI.2019.2944488   
2019 Ji R, Li K, Wang Y, Sun X, Guo F, Guo X, Wu Y, Huang F, Luo J. Semi-Supervised Adversarial Monocular Depth Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31442969 DOI: 10.1109/TPAMI.2019.2936024   
2019 Ji R, Li K, Wang Y, Sun X, Guo F, Guo X, Wu Y, Huang F, Luo J. Semi-Supervised Adversarial Monocular Depth Estimation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31442969 DOI: 10.1109/TPAMI.2019.2936024   
2019 Wang B, Li YB, Sui X, Li M, Guo YQ. Joint statistics matching for camera model identification of recompressed images. Mathematical Biosciences and Engineering : Mbe. 16: 5041-5061. PMID 31499703 DOI: 10.3934/mbe.2019254   
2019 Yi X, Walia E, Babyn P. Generative adversarial network in medical imaging: A review. Medical Image Analysis. 58: 101552. PMID 31521965 DOI: 10.1016/j.media.2019.101552   
2019 Lucena O, Souza R, Rittner L, Frayne R, Lotufo R. Convolutional neural networks for skull-stripping in brain MR imaging using silver standard masks. Artificial Intelligence in Medicine. 98: 48-58. PMID 31521252 DOI: 10.1016/j.artmed.2019.06.008   
2019 Gao SB, Zhang M, Li YJ. Improving color constancy by selecting suitable set of training images. Optics Express. 27: 25611-25633. PMID 31510431 DOI: 10.1364/OE.27.025611   
2019 Fang Y, Zhu H, Ma K, Wang Z, Li S. Perceptual Evaluation for Multi-Exposure Image Fusion of Dynamic Scenes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31535996 DOI: 10.1109/TIP.2019.2940678   
2019 Caucci L, Liu Z, Jha AK, Han H, Furenlid LR, Barrett HH. Towards continuous-to-continuous 3D imaging in the real world. Physics in Medicine and Biology. PMID 31470417 DOI: 10.1088/1361-6560/ab3fb5   
2019 Liu H, Dai G, Pu F. Hip-Joint CT Image Segmentation Based on Hidden Markov Model with Gauss Regression Constraints. Journal of Medical Systems. 43: 309. PMID 31446505 DOI: 10.1007/s10916-019-1439-6   
2019 Ruszczycki B, Pels KK, Walczak A, Zamłyńska K, Such M, Szczepankiewicz AA, Hall MH, Magalska A, Magnowska M, Wolny A, Bokota G, Basu S, Pal A, Plewczynski D, Wilczyński GM. Three-Dimensional Segmentation and Reconstruction of Neuronal Nuclei in Confocal Microscopic Images. Frontiers in Neuroanatomy. 13: 81. PMID 31481881 DOI: 10.3389/fnana.2019.00081   
2019 Roberts M, Spencer J. Chan-Vese Reformulation for Selective Image Segmentation. Journal of Mathematical Imaging and Vision. 61: 1173-1196. PMID 31579064 DOI: 10.1007/s10851-019-00893-0   
2019 Jun K. Virtual multi-alignment theory of parallel-beam CT image reconstruction for rigid objects. Scientific Reports. 9: 13518. PMID 31534147 DOI: 10.1038/s41598-019-49995-0   
2019 Zhuang X, Li L, Payer C, Štern D, Urschler M, Heinrich MP, Oster J, Wang C, Smedby Ö, Bian C, Yang X, Heng PA, Mortazi A, Bagci U, Yang G, et al. Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Analysis. 58: 101537. PMID 31446280 DOI: 10.1016/j.media.2019.101537   
2019 Maher G, Wilson N, Marsden A. Accelerating cardiovascular model building with convolutional neural networks. Medical & Biological Engineering & Computing. PMID 31446517 DOI: 10.1007/s11517-019-02029-3   
2019 Cheng MM, Liu XC, Wang J, Lu SP, Lai YK, Rosin PL. Structure-Preserving Neural Style Transfer. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31478853 DOI: 10.1109/TIP.2019.2936746   
2019 An FP, Liu ZW. Medical Image Segmentation Algorithm Based on Feedback Mechanism CNN. Contrast Media & Molecular Imaging. 2019: 6134942. PMID 31481851 DOI: 10.1155/2019/6134942   
2019 Li H, Wang S, Zhao Y, Wei J, Piao M. 3D view image reconstruction in computational integral imaging using scale invariant feature transform and patch matching. Optics Express. 27: 24207-24222. PMID 31510314 DOI: 10.1364/OE.27.024207   
2019 Dong P, Guo Y, Gao Y, Liang P, Shi Y, Wu G. Multi-Atlas Segmentation of Anatomical Brain Structures Using Hierarchical Hypergraph Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 31502994 DOI: 10.1109/TNNLS.2019.2935184   
2019 Wang G, Li W, Aertsen M, Deprest J, Ourselin S, Vercauteren T. Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks. Neurocomputing. 335: 34-45. PMID 31595105 DOI: 10.1016/j.neucom.2019.01.103   
2019 Wang Y, Zhong Z, Hua J. DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network. Ieee Transactions On Visualization and Computer Graphics. PMID 31442979 DOI: 10.1109/TVCG.2019.2934369   
2019 Kurmi Y, Chaurasia V, Ganesh N. Tumor Malignancy Detection Using Histopathology Imaging. Journal of Medical Imaging and Radiation Sciences. PMID 31501064 DOI: 10.1016/j.jmir.2019.07.004   
2019 Wang Z, Lin Y, Cheng KT, Yang X. Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization. Medical Image Analysis. 59: 101565. PMID 31630010 DOI: 10.1016/j.media.2019.101565   
2019 Zhu Y, Zhuang F, Wang J, Chen J, Shi Z, Wu W, He Q. Multi-representation adaptation network for cross-domain image classification. Neural Networks : the Official Journal of the International Neural Network Society. 119: 214-221. PMID 31472288 DOI: 10.1016/j.neunet.2019.07.010   
2019 Guo D, Pei Y, Zheng K, Yu H, Lu Y, Wang S. Degraded Image Semantic Segmentation with Dense-Gram Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31449020 DOI: 10.1109/TIP.2019.2936111   
2019 Lin A, Wu J, Yang X. A Data Augmentation Approach to Train Fully Convolutional Networks for Left Ventricle Segmentation. Magnetic Resonance Imaging. PMID 31476360 DOI: 10.1016/j.mri.2019.08.004   
2019 Xin Q, Ju G, Zhang C, Xu S. Object-independent image-based wavefront sensing approach using phase diversity images and deep learning. Optics Express. 27: 26102-26119. PMID 31510471 DOI: 10.1364/OE.27.026102   
2019 Li Z, Cai A, Wang L, Zhang W, Tang C, Li L, Liang N, Yan B. Promising Generative Adversarial Network Based Sinogram Inpainting Method for Ultra-Limited-Angle Computed Tomography Imaging. Sensors (Basel, Switzerland). 19. PMID 31547346 DOI: 10.3390/s19183941   
2019 Liu Y, D'Haese PF, Newton AT, Dawant BM. Generation of human thalamus atlases from 7 T data and application to intrathalamic nuclei segmentation in clinical 3 T T1-weighted images. Magnetic Resonance Imaging. PMID 31629074 DOI: 10.1016/j.mri.2019.09.004   
2019 Kassis T, Hernandez-Gordillo V, Langer R, Griffith LG. OrgaQuant: Human Intestinal Organoid Localization and Quantification Using Deep Convolutional Neural Networks. Scientific Reports. 9: 12479. PMID 31462669 DOI: 10.1038/s41598-019-48874-y   
2019 García O, Rada-Tarifa A, Lafuente-Álvarez E, González JE, Mandina T, Muñoz-Velastegui G, Astudillo-Silva Y, Monjagata N, Aguilar-Coronel S, Falcón de Vargas A. The BioDoseNet Image Repository used as a training tool for the dicentric assay. International Journal of Radiation Biology. 1-36. PMID 31490087 DOI: 10.1080/09553002.2019.1665211   
2019 Liu Q, Junker A, Murakami K, Hu P. Automated Counting of Cancer Cells by Ensembling Deep Features. Cells. 8. PMID 31480740 DOI: 10.3390/cells8091019   
2019 Kim S, Nam J, Ko B. Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network. Sensors (Basel, Switzerland). 19. PMID 31614933 DOI: 10.3390/s19204434   
2019 Gomi T, Sakai R, Hara H, Watanabe Y, Mizukami S. Development of a denoising convolutional neural network-based algorithm for metal artifact reduction in digital tomosynthesis for arthroplasty: A phantom study. Plos One. 14: e0222406. PMID 31518374 DOI: 10.1371/journal.pone.0222406   
2019 Cen F, Wang G. Boosting Occluded Image Classification via Subspace Decomposition-Based Estimation of Deep Features. Ieee Transactions On Cybernetics. PMID 31403457 DOI: 10.1109/TCYB.2019.2931067   
2019 Balki I, Amirabadi A, Levman J, Martel AL, Emersic Z, Meden B, Garcia-Pedrero A, Ramirez SC, Kong D, Moody AR, Tyrrell PN. Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review. Canadian Association of Radiologists Journal = Journal L'Association Canadienne Des Radiologistes. PMID 31522841 DOI: 10.1016/j.carj.2019.06.002   
2019 Zhu T, Zheng J, Lai Y, Liu Y. Image blind detection based on LBP residue classes and color regions. Plos One. 14: e0221627. PMID 31465479 DOI: 10.1371/journal.pone.0221627   
2019 Guo H, Sheng B, Li P, Chen CLP. Multiview High Dynamic Range Image Synthesis Using Fuzzy Broad Learning System. Ieee Transactions On Cybernetics. PMID 31484152 DOI: 10.1109/TCYB.2019.2934823   
2019 Wang Y, Wang G, Wang L, Ogden RT. Simultaneous Confidence Corridors for Mean Functions in Functional Data Analysis of Imaging Data. Biometrics. PMID 31544958 DOI: 10.1111/biom.13156   
2019 Cui J, Gong K, Guo N, Wu C, Meng X, Kim K, Zheng K, Wu Z, Fu L, Xu B, Zhu Z, Tian J, Liu H, Li Q. PET image denoising using unsupervised deep learning. European Journal of Nuclear Medicine and Molecular Imaging. PMID 31468181 DOI: 10.1007/s00259-019-04468-4   
2019 Joseph J, Roudier MP, Narayanan PL, Augulis R, Ros VR, Pritchard A, Gerrard J, Laurinavicius A, Harrington EA, Barrett JC, Howat WJ. Proliferation Tumour Marker Network (PTM-NET) for the identification of tumour region in Ki67 stained breast cancer whole slide images. Scientific Reports. 9: 12845. PMID 31492872 DOI: 10.1038/s41598-019-49139-4   
2019 Zhang X, Feng Y, Chen W, Li X, Faria AV, Feng Q, Mori S. Linear Registration of Brain MRI Using Knowledge-Based Multiple Intermediator Libraries. Frontiers in Neuroscience. 13: 909. PMID 31572107 DOI: 10.3389/fnins.2019.00909   
2019 Dumas JP, Lodhi MA, Taki BA, Bajwa WU, Pierce MC. Computational endoscopy-a framework for improving spatial resolution in fiber bundle imaging. Optics Letters. 44: 3968-3971. PMID 31415524 DOI: 10.1364/OL.44.003968   
2019 Manifold B, Thomas E, Francis AT, Hill AH, Fu D. Denoising of stimulated Raman scattering microscopy images via deep learning. Biomedical Optics Express. 10: 3860-3874. PMID 31452980 DOI: 10.1364/BOE.10.003860   
2019 Santos D, Lopez-Lopez E, Pardo XM, Iglesias R, Barro S, Fdez-Vidal XR. Robust and Fast Scene Recognition in Robotics Through the Automatic Identification of Meaningful Images. Sensors (Basel, Switzerland). 19. PMID 31540453 DOI: 10.3390/s19184024   
2019 Kim B, Ye JC. Mumford-Shah Loss Functional for Image Segmentation with Deep Learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31567084 DOI: 10.1109/TIP.2019.2941265   
2019 Rizvi S, Cao J, Zhang K, Hao Q. Improving Imaging Quality of Real-time Fourier Single-pixel Imaging via Deep Learning. Sensors (Basel, Switzerland). 19. PMID 31569622 DOI: 10.3390/s19194190   
2019 Li X, Wang Y, Li Q, Wang QH, Li J, Kim ST, Zhou X. Optical 3D object security and reconstruction using pixel-evaluated integral imaging algorithm. Optics Express. 27: 20720-20733. PMID 31510161 DOI: 10.1364/OE.27.020720