2023
Review on chest pathogies detection systems using deep learning techniques.
Artif. Intell. Rev., November, 2023
Automated methods for diagnosis of Parkinson's disease and predicting severity level.
Neural Comput. Appl., July, 2023
A Deep Learning Approach for Diabetic Foot Ulcer Classification and Recognition.
Inf., January, 2023
A Recent Survey of the Advancements in Deep Learning Techniques for Monkeypox Disease Detection.
CoRR, 2023
Multi-Model Fusion of CNNs for Identification of Parkinson's Disease Using Handwritten Samples.
IEEE Access, 2023
2022
Unit-Vise: Deep Shallow Unit-Vise Residual Neural Networks With Transition Layer For Expert Level Skin Cancer Classification.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
DeepSignature: fine-tuned transfer learning based signature verification system.
Multim. Tools Appl., 2022
Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities.
Multim. Syst., 2022
Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset.
Multim. Syst., 2022
Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data.
Int. J. Intell. Syst., 2022
2021
Efficient skew detection and correction in scanned document images through clustering of probabilistic hough transforms.
Pattern Recognit. Lett., 2021
Deep transfer learning for alzheimer neurological disorder detection.
Multim. Tools Appl., 2021
Handwriting dynamics assessment using deep neural network for early identification of Parkinson's disease.
Future Gener. Comput. Syst., 2021
2020
Biometric signature authentication using machine learning techniques: Current trends, challenges and opportunities.
Multim. Tools Appl., 2020
Deep optical character recognition: a case of Pashto language.
J. Electronic Imaging, 2020
A deep learning based arabic script recognition system: benchmark on KHAT.
Int. Arab J. Inf. Technol., 2020
Deep OCR for Arabic script-based language like Pastho.
Expert Syst. J. Knowl. Eng., 2020
A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning.
Circuits Syst. Signal Process., 2020
Multipath Deep Shallow Convolutional Networks for Large Scale Plant Species Identification in Wild Image.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Skin Lesion Analysis Toward Accurate Detection of Melanoma using Multistage Fully Connected Residual Network.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Deep Analysis of Handwritten Notes for Early Diagnosis of Neurological Disorders.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Unconstrained Arabic Scene Text Analysis using Concurrent Invariant Points.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Handwritten Urdu character recognition using one-dimensional BLSTM classifier.
Neural Comput. Appl., 2019
Writer identification using machine learning approaches: a comprehensive review.
Multim. Tools Appl., 2019
Deep AutoEncoder-Decoder Framework for Semantic Segmentation of Brain Tumor.
Aust. J. Intell. Inf. Process. Syst., 2019
Nuclear Norm Minimization in Frequency Domain for Complex Noise.
Aust. J. Intell. Inf. Process. Syst., 2019
Automatic Visual Features for Writer Identification: A Deep Learning Approach.
IEEE Access, 2019
A Novel Dataset for English-Arabic Scene Text Recognition (EASTR)-42K and Its Evaluation Using Invariant Feature Extraction on Detected Extremal Regions.
IEEE Access, 2019
Evaluation of Handwritten Urdu Text by Integration of MNIST Dataset Learning Experience.
IEEE Access, 2019
An Application of Deep Learning in Character Recognition: An Overview.
Proceedings of the Handbook of Deep Learning Applications., 2019
2018
Extreme learning machine based microscopic red blood cells classification.
Clust. Comput., 2018
Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
2017
Urdu Nasta'liq text recognition system based on multi-dimensional recurrent neural network and statistical features.
Neural Comput. Appl., 2017
Urdu Nastaliq recognition using convolutional-recursive deep learning.
Neurocomputing, 2017
UCOM offline dataset-an urdu handwritten dataset generation.
Int. Arab J. Inf. Technol., 2017
Deep Learning for Medical Image Processing: Overview, Challenges and Future.
CoRR, 2017
Handwritten Urdu Character Recognition using 1-Dimensional BLSTM Classifier.
CoRR, 2017
The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017
KHATT: A Deep Learning Benchmark on Arabic Script.
Proceedings of the 6th International Workshop on Multilingual OCR, 2017
Microscopic Blood Smear Segmentation and Classification Using Deep Contour Aware CNN and Extreme Machine Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Automated techniques for brain tumor segmentation and detection: A review study.
Proceedings of the 2017 International Conference on Behavioral, 2017
Deep learning based isolated Arabic scene character recognition.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017
2016
Evaluation of cursive and non-cursive scripts using recurrent neural networks.
Neural Comput. Appl., 2016
Offline cursive Urdu-Nastaliq script recognition using multidimensional recurrent neural networks.
Neurocomputing, 2016
Segmentation techniques for recognition of Arabic-like scripts: A comprehensive survey.
Educ. Inf. Technol., 2016
Zoning Features and 2DLSTM for Urdu Text-line Recognition.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016
2015
Accurate Microscopic Red Blood Cell Image Enhancement and Segmentation.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
2014
The optical character recognition of Urdu-like cursive scripts.
Pattern Recognit., 2014