Macular OCT Classification using a Multi-Scale Convolutional Neural Network Ensemble Reza Rasti, Hossein Rabbani, Alireza Mehridehnavi, Fedra Hajizadeh IEEE Transactions on Medical Imaging 37 (4), 1024-1034, 2018 | 255* | 2018 |
Breast Cancer Diagnosis in DCE-MRI using Mixture Ensemble of Convolutional Neural Networks R Rasti, M Teshnehlab, SL Phung Pattern Recognition 72 (C), 381-390, 2017 | 206 | 2017 |
Deep learning-based single-shot prediction of differential effects of anti-VEGF treatment in patients with diabetic macular edema R Rasti, MJ Allingham, PS Mettu, S Kavusi, K Govind, SW Cousins, ... Biomedical optics express 11 (2), 1139-1152, 2020 | 66 | 2020 |
Automatic Diagnosis of Abnormal Macula in Retinal Optical Coherence Tomography Images Using Wavelet-Based Convolutional Neural Network Features and Random Forests Classifier R Rasti, A Mehridehnavi, H Rabbani, F Hajizadeh Journal of Biomedical Optics 23 (3), 035005, 2018 | 41 | 2018 |
A novel spatio-temporal convolutional neural framework for multimodal emotion recognition M Sharafi, M Yazdchi, R Rasti, F Nasimi Biomedical Signal Processing and Control 78, 103970, 2022 | 22 | 2022 |
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation R Rasti, A Biglari, M Rezapourian, Z Yang, S Farsiu IEEE Transactions on Medical Imaging 42 (5), 1413-1423, 2022 | 21 | 2022 |
Convolutional mixture of experts model: A comparative study on automatic macular diagnosis in retinal optical coherence tomography imaging R Rasti, A Mehridehnavi, H Rabbani, F Hajizadeh Journal of Medical Signals & Sensors 9 (1), 1-14, 2019 | 13 | 2019 |
Lightweight learning-based automatic segmentation of subretinal blebs on microscope-integrated optical coherence tomography images Z Song, L Xu, J Wang, R Rasti, A Sastry, JD Li, W Raynor, JA Izatt, ... American journal of ophthalmology 221, 154-168, 2021 | 11 | 2021 |
Wavelet-based Convolutional Mixture of Experts Model: An application to automatic diagnosis of abnormal Macula in retinal optical coherence tomography images R Rasti, A Mehridehnavi, H Rabbani, F Hajizadeh 2017 10th Iranian Conference on Machine Vision and Image Processing (MVIP …, 2017 | 8 | 2017 |
A CAD System for Identification and Classification of Breast Cancer Tumors in DCE-MR Images Based on Hierarchical Convolutional Neural Networks R Rasti, M Teshnehlab, R Jafari Computational Intelligence in Electrical Engineering 6 (1), 1-14, 2015 | 8 | 2015 |
Implementation of specifically designed deep neural networks for the prediction and optimization of tensile properties of aluminum-copper alloy MH Nikzad, M Heidari-Rarani, A Momenzadeh-Kholenjani, R Rasti Materials Today Communications 2024 (2352-4928), 108964, 2024 | 1 | 2024 |
A GU-Net-based architecture predicting ligand–Protein-binding atoms F Nazem, F Ghasemi, A Fassihi, R Rasti, A MehriDehnavi Journal of Medical Signals & Sensors 13 (1), 1-10, 2023 | 1 | 2023 |
Deep Attention-based Seminal Segmentation: A Practical Deep Learning Framework for Accurate Segmentation of the Hippocampus from Magnetic Resonance Images H Arabian, A Karimian, R Rasti, H Arabi, H Zaidi 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021 | 1 | 2021 |
Deep Attention Network for Identifying Ligand-Protein Binding Sites F Nazem, R Rasti, A Fassihi, AM Dehnavi, F Ghasemi Journal of Computational Science, 102368, 2024 | | 2024 |
CardSegNet: An Adaptive Hybrid CNN-Vision Transformer Model for Heart Region Segmentation in Cardiac MRI H Aghapanah, R Rasti, S Kermani, F Tabesh, H Yousefi Banaem, ... Computerized Medical Imaging and Graphics 895 (6111), 102382, 2024 | | 2024 |
A Survey of Deep learning in Advancing Steel Industry Standards H Aghapanah, AS Rad, R Rasti 2024 20th CSI International Symposium on Artificial Intelligence and Signal …, 2024 | | 2024 |
Deep Attention Network for Looking for Ligand-Protein Binding Sites Prediction F Nazem, R Rasti, A Fassihi, A Mehridehnavi, F Ghasemi Authorea, 2024 | | 2024 |
Discrimination between Diabetic Macular Edema and Normal Retinal OCT B-Scan Images based on Convolutional Neural Networks R Rasti, H Rabbani, A Mehridehnavi, R Kafieh IEEE Workshop on Multimedia Signal Processing (MMSP), Montreal, Canada, Sept …, 2016 | | 2016 |
Binocular Rivalry Model based on Hodgkin-Huxley Neuron M Khaleghian, A Mehridehnavi, R Rasti Journal of Isfahan Medical School 34 (404), 1256-1261, 2016 | | 2016 |