| RV-GAN: Segmenting retinal vascular structure in fundus photographs using a novel multi-scale generative adversarial network SA Kamran, KF Hossain, A Tavakkoli, SL Zuckerbrod, KM Sanders, ... MICCAI - 24th International Conference on Medical Image Computing and …, 2021 | 81* | 2021 |
| A novel deep learning conditional generative adversarial network for producing angiography images from retinal fundus photographs. A Tavakkoli*, SA Kamran*, KF Hossain*, SL Zuckerbrod Scientific Reports 10 (1), 21580-21580, 2020 | 63 | 2020 |
| VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers SA Kamran, KF Hossain, A Tavakkoli, SL Zuckerbrod, KM Sanders, ... 2021 IEEE/CVF International Conference on Computer Vision Workshop (ICCV …, 2021 | 58 | 2021 |
| Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images SA Kamran, S Saha, AS Sabbir, A Tavakkoli 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 44 | 2019 |
| GPT-4: a new era of artificial intelligence in medicine E Waisberg, J Ong, M Masalkhi, SA Kamran, N Zaman, P Sarker, AG Lee, ... Irish Journal of Medical Science (1971-), 1-4, 2023 | 37 | 2023 |
| Terrestrial health applications of visual assessment technology and machine learning in spaceflight associated neuro-ocular syndrome J Ong, A Tavakkoli, N Zaman, SA Kamran, E Waisberg, N Gautam, ... npj Microgravity 8 (1), 37, 2022 | 37 | 2022 |
| Head-mounted dynamic visual acuity for G-transition effects during interplanetary spaceflight: technology development and results from an early validation study E Waisberg, J Ong, N Zaman, SA Kamran, AG Lee, A Tavakkoli Aerospace Medicine and Human Performance 93 (11), 800-805, 2022 | 29 | 2022 |
| Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation SA Kamran, AS Sabbir International Symposium on Advanced Intelligent Informatics (SAIN), 123-130, 2018 | 29 | 2018 |
| Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images SA Kamran, A Tavakkoli, SL Zuckerbrod 27th IEEE International Conference on Image Processing (ICIP), 2476-2480, 2020 | 25 | 2020 |
| Challenges of artificial intelligence in space medicine E Waisberg, J Ong, P Paladugu, SA Kamran, N Zaman, AG Lee, ... Space: Science & Technology, 2022 | 22 | 2022 |
| Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks SA Kamran, KF Hossain, A Tavakkoli, SL Zuckerbrod 25th International Conference on Pattern Recognition (ICPR), 2020 | 22 | 2020 |
| A multi-modal visual assessment system for monitoring spaceflight associated neuro-ocular syndrome (SANS) during long duration spaceflight J Ong, N Zaman, SA Kamran, E Waisberg, A Tavakkoli, AG Lee, ... Journal of Vision 22 (3), 6-6, 2022 | 21 | 2022 |
| ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks KF Hossain, SA Kamran, A Tavakkoli, L Pan, X Ma, S Rajasegarar, ... 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 21 | 2021 |
| Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography SA Kamran, KF Hossain, A Tavakkoli, S Zuckerbrod, SA Baker, ... 15th International Symposium on Visual Computing, 125-138, 2020 | 21 | 2020 |
| Optimizing Screening for Preventable Blindness With Head-Mounted Visual Assessment Technology E Waisberg, J Ong, P Paladugu, N Zaman, SA Kamran, AG Lee, ... Journal of Visual Impairment & Blindness 116 (4), 579-581, 2022 | 18 | 2022 |
| Neuro-ophthalmic imaging and visual assessment technology for spaceflight associated neuro-ocular syndrome (SANS) J Ong, A Tavakkoli, G Strangman, N Zaman, SA Kamran, Q Zhang, ... Survey of Ophthalmology, 2022 | 18 | 2022 |
| Advances in machine learning to detect preventable causes of blindness E Waisberg, J Ong, P Paladugu, SA Kamran, N Zaman, A Tavakkoli, ... Eye 37 (12), 2582-2583, 2023 | 17 | 2023 |
| Head-mounted digital metamorphopsia suppression as a countermeasure for macular-related visual distortions for prolonged spaceflight missions and terrestrial health J Ong, N Zaman, E Waisberg, SA Kamran, AG Lee, A Tavakkoli Wearable Technologies 3, e26, 2022 | 17 | 2022 |
| A non-invasive approach to monitor anemia during long-duration spaceflight with retinal fundus images and deep learning E Waisberg, J Ong, N Zaman, SA Kamran, AG Lee, A Tavakkoli Life Sciences in Space Research 33, 69-71, 2022 | 16 | 2022 |
| A High Throughput Machine-Learning Driven Analysis of Ca2+ Spatio-temporal Maps W Leigh, GD Valle, SA Kamran, BT Drumm, A Tavakkoli, KM Sanders, ... Cell Calcium 91 (https://doi.org/10.1016/j.ceca.2020.1022), 102260, 2020 | 15 | 2020 |
Alireza TavakkoliAssociate Professor of Computer Science, University of Nevada, RenoVerified email at unr.edu
