| Unsupervised white matter lesion identification in multiple sclerosis (MS) using MRI segmentation and pattern classification: a novel approach with CVIPtools H Ajami, MK Nigjeh, SE Umbaugh Applications of Digital Image Processing XLVI 12674, 282-287, 2023 | 17 | 2023 |
| Automated classification of white matter lesions in multiple sclerosis patients' MRI images using gray level enhancement and deep learning MK Nigjeh, H Ajami, SE Umbaugh Applications of Digital Image Processing XLVI 12674, 286-291, 2023 | 14 | 2023 |
| Disentangled Representation Learning vs. Resnet 18 for White Matter Lesion Detection in Multiple Sclerosis: A Comparative Study Including PCAEClassifier, BetaVAEClassifier, and … H Ajami Southern Illinois University at Edwardsville, 2024 | 5 | 2024 |
| BetaVAEClassifier vs PCAEClassifier: investigating variational autoencoder and classification for accurate identification of white lesions in multiple sclerosis brain MRIs H Ajami, A Mahmud, MK Nigjeh, MSU Hoque, H Chakradhar, ... Applications of Digital Image Processing XLVII 13137, 17-32, 2024 | 1 | 2024 |
| Comparative analysis of white matter lesion segmentation in multiple sclerosis patients' MRIs: evaluating the results of FCNN architecture and CVIPtools software on compressed … H Ajami, H Chakradhar, MK Nigjeh, A Mahmud, MSU Hoque, ... Applications of Digital Image Processing XLVII 13137, 33-41, 2024 | 1 | 2024 |
| Comparison of performance of two deep learning models for classification of skin lesions using image resampling technique for data augmentation A Mahmud, H Ajami, MSU Hoque, R Silwal, MK Nigjeh, SE Umbaugh Applications of Digital Image Processing XLVII 13137, 42-47, 2024 | | 2024 |
| Comparative evaluation of two algorithmic methods to enhance autonomous vehicle vision through de-raining imagery techniques H Ajami, MK Nigjeh, MK Nigjeh, SE Umbaugh Applications of Digital Image Processing XLVII 13137, 142-150, 2024 | | 2024 |
| Land cover classification of satellite images using deep learning MSU Hoque, A Mahmud, R Silwal, H Ajami, MK Nigjeh, SE Umbaugh Applications of Digital Image Processing XLVII 13137, 187-198, 2024 | | 2024 |
| Comparative analysis of deep learning models for brain tumor classification in MRI images using enhanced preprocessing techniques MK Nigjeh, H Ajami, A Mahmud, MSU Hoque, SE Umbaugh Applications of Digital Image Processing XLVII 13137, 48-52, 2024 | | 2024 |
| Automated classification of white matter lesions in multiple sclerosis patients' MRI images using gray level enhancement and deep learning M Kargar Nigjeh, H Ajami, SE Umbaugh Applications of Digital Image Processing XLVI 12674, 1267411, 2023 | | 2023 |
Scott UmbaughDistinguished Research Professor of ECE, Southern Illinois University Edwardsville在 siue.edu 的电子邮件经过验证
Scott UmbaughDistinguished Research Professor of ECE, Southern Illinois University Edwardsville在 siue.edu 的电子邮件经过验证