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2023 Journal Article Training universal deep-learning networks for electromagnetic medical imaging using a large database of randomized objectsXue, Fei, Guo, Lei, Bialkowski, Alina and Abbosh, Amin (2023). Training universal deep-learning networks for electromagnetic medical imaging using a large database of randomized objects. Sensors, 24 (1) 8, 1-8. doi: 10.3390/s24010008 |
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2023 Other Outputs Apparatus and process for electromagnetic imagingBrankovic, Aida and Abbosh, Amin (2023). Apparatus and process for electromagnetic imaging. US20230355097A1. |
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2023 Journal Article Towards risk-free trustworthy artificial intelligence: significance and requirementsAlzubaidi, Laith, Al-Sabaawi, Aiman, Bai, Jinshuai, Dukhan, Ammar, Alkenani, Ahmed H., Al-Asadi, Ahmed, Alwzwazy, Haider A., Manoufali, Mohamed, Fadhel, Mohammed A., Albahri, A. S., Moreira, Catarina, Ouyang, Chun, Zhang, Jinglan, Santamaría, Jose, Salhi, Asma, Hollman, Freek, Gupta, Ashish, Duan, Ye, Rabczuk, Timon, Abbosh, Amin and Gu, Yuantong (2023). Towards risk-free trustworthy artificial intelligence: significance and requirements. International Journal of Intelligent Systems, 2023 (1) 4459198, 1-41. doi: 10.1155/2023/4459198 |
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2023 Journal Article Stroke Classification with Microwave Signals using Explainable Wavelet Convolutional Neural NetworkHasan, Sazid, Zamani, A., Brankovic, A., Bialkowski, K. and Abbosh, A. M. (2023). Stroke Classification with Microwave Signals using Explainable Wavelet Convolutional Neural Network. IEEE Journal of Biomedical and Health Informatics, 28 (10), 1-10. doi: 10.1109/jbhi.2023.3327296 |
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2023 Journal Article Advancing wearable electromagnetic knee imaging: a comprehensive review of systems, frameworks, key challenges, and future directionsSultan, Kamel and Abbosh, Amin (2023). Advancing wearable electromagnetic knee imaging: a comprehensive review of systems, frameworks, key challenges, and future directions. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 7 (4), 468-490. doi: 10.1109/jerm.2023.3324478 |
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2023 Journal Article Lorentz-invariant meshless vector basis function for translational motion of coordinates in computational electromagneticsAfsari, Arman, de Souza, Paulo, Abbosh, Amin and Rahmat-Samii, Yahya (2023). Lorentz-invariant meshless vector basis function for translational motion of coordinates in computational electromagnetics. IEEE Journal on Multiscale and Multiphysics Computational Techniques, 8, 281-295. doi: 10.1109/jmmct.2023.3303813 |
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2023 Other Outputs An apparatus for electromagnetic characterisation of internal features of an object and a process for producing the apparatusAhdi Rezaeieh, Sasan, Darvazehban, Amin, Khosravi-Farsani, Mojtaba and Abbosh, Amin M. (2023). An apparatus for electromagnetic characterisation of internal features of an object and a process for producing the apparatus. US20230228917A1. |
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2023 Journal Article Quasi-gradient nonlinear simplex optimization method in electromagneticsAfsari, Arman, Abbosh, Amin and Rahmat-Samii, Yahya (2023). Quasi-gradient nonlinear simplex optimization method in electromagnetics. IEEE Access, 11, 59599-59611. doi: 10.1109/access.2023.3285602 |
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2023 Journal Article A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applicationsAlzubaidi, Laith, Bai, Jinshuai, Al-Sabaawi, Aiman, Santamaría, Jose, Albahri, A. S., Al-dabbagh, Bashar Sami Nayyef, Fadhel, Mohammed A., Manoufali, Mohamed, Zhang, Jinglan, Al-Timemy, Ali H., Duan, Ye, Abdullah, Amjed, Farhan, Laith, Lu, Yi, Gupta, Ashish, Albu, Felix, Abbosh, Amin and Gu, Yuantong (2023). A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. Journal of Big Data, 10 (1) 46. doi: 10.1186/s40537-023-00727-2 |
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2023 Conference Publication Liquid crystal tunable stripline phase shifterZhou, Haoyu, Guo, Lei and Abbosh, Amin (2023). Liquid crystal tunable stripline phase shifter. 5th Australian Microwave Symposium (AMS), Melbourne, Australia, 16-17 February 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ams57822.2023.10062318 |
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2023 Conference Publication Microwave imaging using cascaded convolutional neural networksXue, Fei, Guo, Lei and Abbosh, Amin (2023). Microwave imaging using cascaded convolutional neural networks. 5th Australian Microwave Symposium (AMS), Melbourne, Australia, 16-17 February 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ams57822.2023.10062327 |
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2023 Journal Article Benign and malignant skin lesions: dielectric characterization, modelling and analysis in frequency band 1 to 14 GHzNaqvi, Syed Akbar Raza, Mobashsher, Ahmed Toaha, Mohammed, Beadaa, Foong, Damien and Abbosh, Amin (2023). Benign and malignant skin lesions: dielectric characterization, modelling and analysis in frequency band 1 to 14 GHz. IEEE Transactions on Biomedical Engineering, 70 (2), 628-639. doi: 10.1109/tbme.2022.3199094 |
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2023 Other Outputs Tomographic imaging system and processAbbosh, Amin, Zamani, Ali and Afsari, Arman (2023). Tomographic imaging system and process. US11551386B2. |
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2023 Journal Article Tapered graded index lens antenna with enhanced penetration for near-field torso imagingMousavi, Seyed Mohammad Hadi, Rezaeieh, Sasan Ahdi, Darvazehban, Amin, Mohammed, Beadaa, Janani, Azin S. and Abbosh, Amin M. (2023). Tapered graded index lens antenna with enhanced penetration for near-field torso imaging. IEEETransactions on Antennas and Propagation, 71 (1), 78-88. doi: 10.1109/TAP.2022.3215449 |
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2023 Journal Article Brain injury localization and size estimation using electromagnetic symmetric crossing lines methodZhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong, Stancombe, Anthony and Abbosh, Amin (2023). Brain injury localization and size estimation using electromagnetic symmetric crossing lines method. IEEE Transactions on Instrumentation and Measurement, 72 2521011, 1-1. doi: 10.1109/tim.2023.3295014 |
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2022 Other Outputs Apparatus and process for electromagnetic imagingTrakic, Adnan, Brankovic, Aida and Abbosh, Amin (2022). Apparatus and process for electromagnetic imaging. US20220322940A1. |
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2022 Journal Article Stroke diagnosis using microwave techniques: review of systems and algorithmsGuo, Lei, Alqadami, Abdulrahman S. M. and Abbosh, Amin (2022). Stroke diagnosis using microwave techniques: review of systems and algorithms. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 7 (2), 122-14. doi: 10.1109/jerm.2022.3227724 |
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2022 Journal Article Portable electromagnetic device for steatotic liver detection using blind source separation and Shannon wavelet entropyJanani, Azin S., Rezaeieh, Sasan Ahdi, Darvazehban, Amin, Keating, Shelley E. and Abbosh, Amin M. (2022). Portable electromagnetic device for steatotic liver detection using blind source separation and Shannon wavelet entropy. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, PP (99), 1-9. doi: 10.1109/jerm.2022.3205247 |
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2022 Journal Article Focused planar electromagnetic waves for enhanced near-field microwave imaging with verification using tapered gradient-index lens antennaJanani, Azin S., Darvazehban, Amin, Rezaeieh, Sasan Ahdi and Abbosh, Amin (2022). Focused planar electromagnetic waves for enhanced near-field microwave imaging with verification using tapered gradient-index lens antenna. IEEE Access, 10, 86920-86934. doi: 10.1109/access.2022.3199002 |
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2022 Journal Article Transistor laser antenna: electromagnetic model in transmit and receive modesAfsari, Arman, De Souza, Paulo, Abbosh, Amin and Rahmat-Samii, Yahya (2022). Transistor laser antenna: electromagnetic model in transmit and receive modes. IEEE Access, 10, 77498-77509. doi: 10.1109/access.2022.3193379 |
