| Deep convolutional neural networks as a unified solution for Raman spectroscopy-based classification in biomedical applications M Kazemzadeh, CL Hisey, K Zargar-Shoshtari, W Xu, NGR Broderick Optics Communications 510, 127977, 2022 | 55 | 2022 |
| Space curvature-inspired nanoplasmonic sensor for breast cancer extracellular vesicle fingerprinting and machine learning classification M Kazemzadeh, CL Hisey, A Artuyants, C Blenkiron, LW Chamley, ... Biomedical Optics Express 12 (7), 3965-3981, 2021 | 17 | 2021 |
| Label-free classification of bacterial extracellular vesicles by combining nanoplasmonic sensors with machine learning M Kazemzadeh, CL Hisey, P Dauros-Singorenko, S Swift, ... IEEE Sensors Journal 22 (2), 1128-1137, 2021 | 16 | 2021 |
| Cascaded deep convolutional neural networks as improved methods of preprocessing raman spectroscopy data M Kazemzadeh, M Martinez-Calderon, W Xu, LW Chamley, CL Hisey, ... Analytical Chemistry 94 (37), 12907-12918, 2022 | 15 | 2022 |
| Classification of preeclamptic placental extracellular vesicles using femtosecond laser fabricated nanoplasmonic sensors M Kazemzadeh, M Martinez-Calderon, SY Paek, MM Lowe, C Aguergaray, ... ACS sensors 7 (6), 1698-1711, 2022 | 13 | 2022 |
| Faster and more accurate time domain electromagnetic simulation using space transformation M Kazemzadeh, W Xu, NGR Broderick IEEE Photonics Journal 12 (4), 1-13, 2020 | 11 | 2020 |
| Novel time-domain electromagnetic simulation using triangular meshes by applying space curvature MR Kazemzadeh, NGR Broderick, W Xu IEEE Open Journal of Antennas and Propagation 1, 387-395, 2020 | 10 | 2020 |
| 3-D implementation of transformation optics using a tetrahedron-based meshing technique and homogeneous materials MR Kazemzadeh, A Alighanbari IEEE Transactions on Antennas and Propagation 65 (7), 3549-3559, 2017 | 8 | 2017 |
| Deep learning as an improved method of preprocessing biomedical Raman spectroscopy data M Kazemzadeh, C Hisey, MM Calderon, L Chamley, P Xu, N Broderick Authorea Preprints, 2023 | 5 | 2023 |
| Design and optimization of broadband and transparent SERS based on transformation optics M Kazemzadeh, N Broderick, W Xu, KZ Shoshtari SPIE Micro+ Nano Materials, Devices, and Applications 2019 11201, 103-104, 2019 | 5 | 2019 |
| Exploiting holographically encoded variance to transmit labelled images through a multimode optical fiber L Collard, M Kazemzadeh, L Piscopo, M De Vittorio, F Pisanello Optics Express 32 (11), 18896-18908, 2024 | 4 | 2024 |
| Three-dimensional transformation optics for arbitrary coordinate systems: transforming conductive materials and boundaries MR Kazemzadeh, A Alighanbari Optics Express 26 (8), 10462-10475, 2018 | 4 | 2018 |
| A physics informed neural network as a digital twin of scattering media M Kazemzadeh, L Collard, L Piscopo, M De Vittorio, F Pisanello Authorea Preprints, 2024 | 1 | 2024 |
| Variation of device topology for material simplification as three‐dimensional transformation optics methodology MR Kazemzadeh, A Alighanbari IET Microwaves, Antennas & Propagation 13 (7), 898-903, 2019 | 1 | 2019 |
| Unwrapping non-locality in the image transmission through turbid media M Kazemzadeh, L Collard, F Pisano, L Piscopo, C Ciraci, M De Vittorio, ... Optics Express 32 (15), 26414-26433, 2024 | | 2024 |
| Deep autoencoder as an interpretable tool for Raman spectroscopy investigation of chemical and extracellular vesicle mixtures M Kazemzadeh, M Martinez-Calderon, R Otupiri, A Artuyants, MM Lowe, ... Biomedical Optics Express 15 (7), 4220-4236, 2024 | | 2024 |
| Data driven approaches to Raman imaging through a multimode optical fiber L Collard, M Kazemzadeh, L Piscopo, F Pisano, M De Vittorio, F Pisanello Biomedical Spectroscopy, Microscopy, and Imaging III 13006, 1300606, 2024 | | 2024 |
| Unsupervised data driven approaches to Raman imaging through a multimode optical fiber L Collard, M Kazemzadeh, M De Vittorio, F Pisanello arXiv preprint arXiv:2405.13681, 2024 | | 2024 |
| An Autoencoder‐Based Deep‐Learning Method for Augmenting the Sensing Capability of Piezoelectric Microelectromechanical System Sensors in a Fluid‐Dynamic System M Kazemzadeh, I Mehdipour, M De Vittorio, F Pisanello Advanced Intelligent Systems 6 (3), 2300457, 2024 | | 2024 |
| An autoencoder-based deep-learning method for augmenting the sensing capability of piezoelectric MEMS sensors in a fluid-dynamic system M Kazemzadeh, I Mehdipour, M De Vittorio, F Pisanello Authorea Preprints, 2023 | | 2023 |
