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
2020 Liu Y, Wu YH, Wen PS, Shi YJ, Qiu Y, Cheng MM. Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32915726 DOI: 10.1109/TPAMI.2020.3023152   
2020 Clough J, Byrne N, Oksuz I, Zimmer VA, Schnabel JA, King A. A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32886606 DOI: 10.1109/TPAMI.2020.3013679   
2020 Yang L, Ghosh RP, Franklin JM, Chen S, You C, Narayan RR, Melcher ML, Liphardt JT. NuSeT: A deep learning tool for reliably separating and analyzing crowded cells. Plos Computational Biology. 16: e1008193. PMID 32925919 DOI: 10.1371/journal.pcbi.1008193   
2020 Li F, Feng R, Han W, Wang L. Ensemble model with cascade attention mechanism for high-resolution remote sensing image scene classification. Optics Express. 28: 22358-22387. PMID 32752500 DOI: 10.1364/OE.395866   
2020 Hwang M, Wang D, Kong XX, Wang Z, Li J, Jiang WC, Hwang KS, Ding K. An automated detection system for colonoscopy images using a dual encoder-decoder model. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 84: 101763. PMID 32805673 DOI: 10.1016/j.compmedimag.2020.101763   
2020 Pérez J, Bryson M, Williams SB, Sanz PJ. Recovering Depth from Still Images for Underwater Dehazing Using Deep Learning. Sensors (Basel, Switzerland). 20. PMID 32824156 DOI: 10.3390/s20164580   
2020 Colombo A, Stella A, Lombardi F, Gulino S, Pregnolato S, Bonaiti S, Salve G, Mojoli F, Mongodi S. Urinary Bladder Test Device to Integrate Basic Ultrasound Training for Nurses. Ultrasound in Medicine & Biology. PMID 32654918 DOI: 10.1016/j.ultrasmedbio.2020.06.011   
2020 Li Q, Yu Z, Wang Y, Zheng H. TumorGAN: A Multi-Modal Data Augmentation Framework for Brain Tumor Segmentation. Sensors (Basel, Switzerland). 20. PMID 32731598 DOI: 10.3390/s20154203   
2020 Yuan N, Zhou J, Qi J. Half2Half: deep neural network based CT image denoising without independent reference data. Physics in Medicine and Biology. PMID 32707565 DOI: 10.1088/1361-6560/aba939   
2020 Fu Z, Mandava S, Keerthivasan MB, Li Z, Johnson K, Martin DR, Altbach MI, Bilgin A. A multi-scale residual network for accelerated radial MR parameter mapping. Magnetic Resonance Imaging. PMID 32882339 DOI: 10.1016/j.mri.2020.08.013   
2020 Che Azemin MZ, Hassan R, Mohd Tamrin MI, Md Ali MA. COVID-19 Deep Learning Prediction Model Using Publicly Available Radiologist-Adjudicated Chest X-Ray Images as Training Data: Preliminary Findings. International Journal of Biomedical Imaging. 2020: 8828855. PMID 32849861 DOI: 10.1155/2020/8828855   
2020 Lee J, Kim D, Lee W, Ponce J, Ham B. Learning Semantic Correspondence Exploiting an Object-level Prior. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750842 DOI: 10.1109/TPAMI.2020.3013620   
2020 Kromp F, Bozsaky E, Rifatbegovic F, Fischer L, Ambros M, Berneder M, Weiss T, Lazic D, Dörr W, Hanbury A, Beiske K, Ambros PF, Ambros IM, Taschner-Mandl S. An annotated fluorescence image dataset for training nuclear segmentation methods. Scientific Data. 7: 262. PMID 32782410 DOI: 10.1038/s41597-020-00608-w   
2020 Lei K, Mardani M, Pauly JM, Vasanawala SS. Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. Ieee Transactions On Medical Imaging. PMID 32915728 DOI: 10.1109/TMI.2020.3022968   
2020 Moon I, Jaferzadeh K, Kim Y, Javidi B. Noise-free quantitative phase imaging in Gabor holography with conditional generative adversarial network. Optics Express. 28: 26284-26301. PMID 32906903 DOI: 10.1364/OE.398528   
2020 Sivakumar V, Janakiraman N. A novel method for segmenting brain tumor using modified watershed algorithm in MRI image with FPGA. Bio Systems. 104226. PMID 32861800 DOI: 10.1016/j.biosystems.2020.104226   
2020 Xia W, Yang Y, Xue JH. Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglement. Neural Networks : the Official Journal of the International Neural Network Society. 131: 50-63. PMID 32759031 DOI: 10.1016/j.neunet.2020.07.023   
2020 Karimi D, Peters JM, Ouaalam A, Prabhu SP, Sahin M, Krueger DA, Kolevzon A, Eng C, Warfield SK, Gholipour A. LEARNING TO DETECT BRAIN LESIONS FROM NOISY ANNOTATIONS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 1910-1914. PMID 32879655 DOI: 10.1109/isbi45749.2020.9098599   
2020 Zhang L, Vishnevskiy V, Goksel O. Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. PMID 32822295 DOI: 10.1109/TUFFC.2020.3018424   
2020 Chaudhari AS, Sandino CM, Cole EK, Larson DB, Gold GE, Vasanawala SS, Lungren MP, Hargreaves BA, Langlotz CP. Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices. Journal of Magnetic Resonance Imaging : Jmri. PMID 32830874 DOI: 10.1002/jmri.27331   
2020 Alemi Koohbanani N, Jahanifar M, Zamani Tajadin N, Rajpoot N. NuClick: A deep learning framework for interactive segmentation of microscopic images. Medical Image Analysis. 65: 101771. PMID 32769053 DOI: 10.1016/j.media.2020.101771   
2020 Yi Z, Chen Z, Cai H, Mao W, Gong M, Zhang H. BSD-GAN: Branched Generative Adversarial Network for Scale-Disentangled Representation Learning and Image Synthesis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32784136 DOI: 10.1109/TIP.2020.3014608   
2020 Bian T, Yi Y, Hu J, Zhang Y, Wang Y, Gao L. A residual-based deep learning approach for ghost imaging. Scientific Reports. 10: 12149. PMID 32699297 DOI: 10.1038/s41598-020-69187-5   
2020 Wang X, Tang C, Li J, Zhang P, Wang W. Image Target Recognition via Mixed Feature-Based Joint Sparse Representation. Computational Intelligence and Neuroscience. 2020: 8887453. PMID 32849866 DOI: 10.1155/2020/8887453   
2020 Yang J, Lou C, Fu J, Feng C. Vessel segmentation using multiscale vessel enhancement and a region based level set model. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 85: 101783. PMID 32858495 DOI: 10.1016/j.compmedimag.2020.101783   
2020 Ahmed A, Jalal A, Kim K. A Novel Statistical Method for Scene Classification Based on Multi-Object Categorization and Logistic Regression. Sensors (Basel, Switzerland). 20. PMID 32664434 DOI: 10.3390/s20143871   
2020 Schilling KG, Blaber J, Hansen C, Cai L, Rogers B, Anderson AW, Smith S, Kanakaraj P, Rex T, Resnick SM, Shafer AT, Cutting LE, Woodward N, Zald D, Landman BA. Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps. Plos One. 15: e0236418. PMID 32735601 DOI: 10.1371/journal.pone.0236418   
2020 Li J, Wang Y, Xie H, Ma KK. Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32886610 DOI: 10.1109/TIP.2020.3020389   
2020 Hu X, Liu J, Ma J, Pan Y, Zhang L. Fine-Grained 3D-Attention Prototypes for Few-Shot Learning. Neural Computation. 1-21. PMID 32687772 DOI: 10.1162/neco_a_01302   
2020 Mansoori B, Golnari P, Sharifi A, Khoshpouri P, Chalian H, Herrmann K, Chalian M. Ultrasound Training in Radiology Residency Programs: A National Survey. Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine. PMID 32856741 DOI: 10.1002/jum.15443   
2020 Wu F, Zhuang X. CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation. Ieee Transactions On Medical Imaging. PMID 32784131 DOI: 10.1109/TMI.2020.3016144   
2020 Yang Q, Wang P, Fang Z, Lu Q. Focus on the Visible Regions: Semantic-Guided Alignment Model for Occluded Person Re-Identification. Sensors (Basel, Switzerland). 20. PMID 32784411 DOI: 10.3390/s20164431   
2020 Wen Y, Xu C, Lu Y, Li Q, Cai H, He L. Gabor Feature Based LogDemons with Inertial Constraint for Nonrigid Image Registration. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32755862 DOI: 10.1109/TIP.2020.3013169   
2020 Wu W, Yu H, Chen P, Luo F, Liu F, Wang Q, Zhu Y, Zhang Y, Feng J, Yu H. Dictionary learning based image-domain material decomposition for spectral CT. Physics in Medicine and Biology. PMID 32693395 DOI: 10.1088/1361-6560/aba7ce   
2020 Dai J, Jin S, Zhang J, Nguyen TQ. Boosting Feature Matching Accuracy with Pairwise Affine Estimation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32759084 DOI: 10.1109/TIP.2020.3013384   
2020 Chen SS, Cui H, Tan P, Sun X, Ji Y, Duh H, Potel M. Cantonese Porcelain Image Generation Using User-Guided Generative Adversarial Networks. Ieee Computer Graphics and Applications. 40: 100-107. PMID 32833625 DOI: 10.1109/MCG.2020.3012079   
2020 Painchaud N, Skandarani Y, Judge T, Bernard O, Lalande A, Jodoin PM. Cardiac Segmentation with Strong Anatomical Guarantees. Ieee Transactions On Medical Imaging. PMID 32746116 DOI: 10.1109/TMI.2020.3003240   
2020 Li Y, Hu W, Zhang X, Xu Z, Ni J, Ligthart LP. Adaptive terahertz image super-resolution with adjustable convolutional neural network. Optics Express. 28: 22200-22217. PMID 32752486 DOI: 10.1364/OE.394943   
2020 Lee Y, Jeong J, Yun J, Cho W, Yoon KJ. SpherePHD: Applying CNNs on 360° Images with Non-Euclidean Spherical PolyHeDron Representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750773 DOI: 10.1109/TPAMI.2020.2997045   
2020 Hofmanninger J, Prayer F, Pan J, Röhrich S, Prosch H, Langs G. Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem. European Radiology Experimental. 4: 50. PMID 32814998 DOI: 10.1186/s41747-020-00173-2   
2020 Minakshi M, Bharti P, Bhuiyan T, Kariev S, Chellappan S. A framework based on deep neural networks to extract anatomy of mosquitoes from images. Scientific Reports. 10: 13059. PMID 32747744 DOI: 10.1038/s41598-020-69964-2   
2020 Zha Z, Yuan X, Zhou J, Zhu C, Wen B. Image Restoration via Simultaneous Nonlocal Self-Similarity Priors. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32822296 DOI: 10.1109/TIP.2020.3015545   
2020 Vaidyanathan P, Prud'hommeaux E, Alm CO, Pelz JB. Computational framework for fusing eye movements and spoken narratives for image annotation. Journal of Vision. 20: 13. PMID 32678878 DOI: 10.1167/jov.20.7.13   
2020 Chuquimia O, Granado B, Pinna A, Dray X. A low power and real-time architecture for Hough Transform processing integration in a full HD-Wireless Capsule Endoscopy. Ieee Transactions On Biomedical Circuits and Systems. PMID 32746352 DOI: 10.1109/TBCAS.2020.3008458   
2020 Bressem KK, Adams LC, Erxleben C, Hamm B, Niehues SM, Vahldiek JL. Comparing different deep learning architectures for classification of chest radiographs. Scientific Reports. 10: 13590. PMID 32788602 DOI: 10.1038/s41598-020-70479-z   
2020 Wang S, Cong Y, Zhu H, Chen X, Qu L, Fan H, Zhang Q, Liu M. Multi-scale Context-guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract. Ieee Journal of Biomedical and Health Informatics. PMID 32750912 DOI: 10.1109/JBHI.2020.2997760   
2020 Wen J, Shi Y, Zhou X, Xue Y. Crop Disease Classification on Inadequate Low-Resolution Target Images. Sensors (Basel, Switzerland). 20. PMID 32824352 DOI: 10.3390/s20164601   
2020 Lim H, Chun IY, Dewaraja YK, Fessler JA. Improved low-count quantitative PET reconstruction with an iterative neural network. Ieee Transactions On Medical Imaging. PMID 32746100 DOI: 10.1109/TMI.2020.2998480   
2020 Lim H, Chun IY, Dewaraja YK, Fessler JA. Improved low-count quantitative PET reconstruction with an iterative neural network. Ieee Transactions On Medical Imaging. PMID 32746100 DOI: 10.1109/TMI.2020.2998480   
2020 Lim H, Chun IY, Dewaraja YK, Fessler JA. Improved low-count quantitative PET reconstruction with an iterative neural network. Ieee Transactions On Medical Imaging. PMID 32746100 DOI: 10.1109/TMI.2020.2998480