Select Publications
Books
, 2022, Proceedings of International Conference on Information Technology and Applications, Ullah A; Anwar S; Rocha Á; Gill S, (eds.), Springer Nature Singapore, http://dx.doi.org/10.1007/978-981-16-7618-5
Book Chapters
2024, 'MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification', in , pp. 385 - 396, http://dx.doi.org/10.1007/978-981-97-2259-4_29
,2023, 'Anatomical Landmarks Localization for 3D Foot Point Clouds', in , pp. 627 - 638, http://dx.doi.org/10.1007/978-3-031-30111-7_53
,2023, 'Segmentation of Intra-operative Ultrasound Using Self-supervised Learning Based 3D-ResUnet Model with Deep Supervision', in , pp. 55 - 62, http://dx.doi.org/10.1007/978-3-031-27324-7_7
,2023, 'Solving Complex Sequential Decision-Making Problems by Deep Reinforcement Learning with Heuristic Rules', in , pp. 298 - 305, http://dx.doi.org/10.1007/978-3-031-36021-3_30
,2023, 'SimpleRad: Patient-Friendly Dutch Radiology Reports', in Lecture Notes in Computer Science, Springer Nature Switzerland, pp. 224 - 229, http://dx.doi.org/10.1007/978-3-031-28241-6_18
,2022, 'Automatic Cardiac Magnetic Resonance Respiratory Motions Assessment and Segmentation', in , pp. 485 - 493, http://dx.doi.org/10.1007/978-3-031-23443-9_46
,2022, 'Improving Coronavirus (COVID-19) Diagnosis Using Deep Transfer Learning', in , pp. 23 - 37, http://dx.doi.org/10.1007/978-981-16-7618-5_3
,2021, 'Deep Residual Neural Network for Child’s Spontaneous Facial Expressions Recognition', in , pp. 282 - 291, http://dx.doi.org/10.1007/978-3-030-73973-7_27
,2020, 'EveSense: What can you sense from Twitter?', in , pp. 491 - 495, http://dx.doi.org/10.1007/978-3-030-45442-5_64
,2020, 'Hybrid Deep Shallow Network for Assessment of Depression Using Electroencephalogram Signals', in , pp. 245 - 257, http://dx.doi.org/10.1007/978-3-030-63836-8_21
,2020, 'Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning', in , pp. 776 - 785, http://dx.doi.org/10.1007/978-3-030-63830-6_65
,2020, 'RipNet: A Lightweight One-Class Deep Neural Network for the Identification of RIP Currents', in , pp. 172 - 179, http://dx.doi.org/10.1007/978-3-030-63823-8_21
,2019, 'An application of deep learning in character recognition: An overview', in Smart Innovation, Systems and Technologies, pp. 53 - 81, http://dx.doi.org/10.1007/978-3-030-11479-4_3
,2018, 'Automated pathology image analysis', in Soft Computing Based Medical Image Analysis, pp. 13 - 29, http://dx.doi.org/10.1016/B978-0-12-813087-2.00026-9
,2018, 'Deep learning for medical image processing: Overview, challenges and the future', in Lecture Notes in Computational Vision and Biomechanics, pp. 323 - 350, http://dx.doi.org/10.1007/978-3-319-65981-7_12
,2014, 'Middle eastern character recognition', in Handbook of Document Image Processing and Recognition, pp. 427 - 457, http://dx.doi.org/10.1007/978-0-85729-859-1_13
,Journal articles
2024, 'LSSF-Net: Lightweight segmentation with self-awareness, spatial attention, and focal modulation', Artificial Intelligence in Medicine, 158, http://dx.doi.org/10.1016/j.artmed.2024.103012
,2024, 'The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data', Medical Image Analysis, 97, http://dx.doi.org/10.1016/j.media.2024.103230
,2024, 'RA-Net: Region-Aware Attention Network for Skin Lesion Segmentation', Cognitive Computation, 16, pp. 2279 - 2296, http://dx.doi.org/10.1007/s12559-024-10304-1
,2024, 'Natural language interactions enhanced by data visualization to explore insurance claims and manage risk', Annals of Operations Research, 339, pp. 1569 - 1587, http://dx.doi.org/10.1007/s10479-021-04465-7
,2024, 'A Novel Collaborative SRU Network with Dynamic Behaviour Aggregation, Reduced Communication Overhead and Explainable Features', IEEE Journal of Biomedical and Health Informatics, 28, pp. 3228 - 3235, http://dx.doi.org/10.1109/JBHI.2024.3352013
,2024, 'Exploring the impact of SEO-based ranking factors for voice queries through machine learning', Artificial Intelligence Review, 57, http://dx.doi.org/10.1007/s10462-024-10780-9
,2024, 'Self-supervised spatial–temporal transformer fusion based federated framework for 4D cardiovascular image segmentation', Information Fusion, 106, http://dx.doi.org/10.1016/j.inffus.2024.102256
,2024, 'Unsupervised unpaired multiple fusion adaptation aided with self-attention generative adversarial network for scar tissues segmentation framework', Information Fusion, 106, http://dx.doi.org/10.1016/j.inffus.2024.102226
,2024, 'Guest Editorial Advanced Machine Learning and Artificial Intelligence Tools for Computational Biology: Methodologies and Challenges', IEEE Journal of Biomedical and Health Informatics, 28, pp. 1883 - 1885, http://dx.doi.org/10.1109/JBHI.2024.3372662
,2024, 'Guest Editorial of the Special Issue: Economic Policy Uncertainty and the Energy Stock Market', Fluctuation and Noise Letters, 23, http://dx.doi.org/10.1142/S0219477524020012
,2024, 'Hierarchical Convolutional Attention Network for Depression Detection on Social Media and Its Impact During Pandemic', IEEE Journal of Biomedical and Health Informatics, 28, pp. 1815 - 1823, http://dx.doi.org/10.1109/JBHI.2023.3243249
,2024, 'Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approach', Digital Communications and Networks, 10, pp. 404 - 415, http://dx.doi.org/10.1016/j.dcan.2022.12.013
,2024, '3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction', IEEE Journal of Biomedical and Health Informatics, 28, pp. 1185 - 1194, http://dx.doi.org/10.1109/JBHI.2022.3219445
,2024, 'Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality', Information Fusion, 102, http://dx.doi.org/10.1016/j.inffus.2023.102061
,2024, 'Understanding metric-related pitfalls in image analysis validation', Nature Methods, 21, pp. 182 - 194, http://dx.doi.org/10.1038/s41592-023-02150-0
,2024, 'A Cascaded Mutliresolution Ensemble Deep Learning Framework for Large Scale Alzheimer's Disease Detection Using Brain MRIs', IEEE/ACM Transactions on Computational Biology and Bioinformatics, 21, pp. 573 - 581, http://dx.doi.org/10.1109/TCBB.2022.3219032
,2024, 'Advancing Metaverse-Based Healthcare With Multimodal Neuroimaging Fusion Via Multi-Task Adversarial Variational Autoencoder for Brain Age Estimation', IEEE Journal of Biomedical and Health Informatics, http://dx.doi.org/10.1109/JBHI.2024.3505421
,2024, 'AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge', IEEE Transactions on Medical Imaging, 43, pp. 542 - 557, http://dx.doi.org/10.1109/TMI.2023.3313786
,2024, 'Distributed Optimization of Graph Convolutional Network Using Subgraph Variance', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 10764 - 10775, http://dx.doi.org/10.1109/TNNLS.2023.3243904
,2024, 'Dynamic Hypersphere Embedding Scale Against Adversarial Attacks', IEEE Transactions on Engineering Management, 71, pp. 12475 - 12486, http://dx.doi.org/10.1109/TEM.2022.3194487
,2024, 'Fed-Inforce-Fusion: A federated reinforcement-based fusion model for security and privacy protection of IoMT networks against cyber-attacks', Information Fusion, 101, http://dx.doi.org/10.1016/j.inffus.2023.102002
,2024, 'GRA: Graph Representation Alignment for Semi-Supervised Action Recognition', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 11896 - 11905, http://dx.doi.org/10.1109/TNNLS.2023.3347593
,2024, 'Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP', IEEE Transactions on Computational Social Systems, 11, pp. 4552 - 4555, http://dx.doi.org/10.1109/TCSS.2024.3427223
,2024, 'LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices', IEEE Journal of Biomedical and Health Informatics, 28, pp. 3860 - 3871, http://dx.doi.org/10.1109/JBHI.2023.3331278
,2024, 'PCA: Progressive class-wise attention for skin lesions diagnosis', Engineering Applications of Artificial Intelligence, 127, http://dx.doi.org/10.1016/j.engappai.2023.107417
,2024, 'Review on enhancing clinical decision support system using machine learning', CAAI Transactions on Intelligence Technology, http://dx.doi.org/10.1049/cit2.12286
,2024, 'Strategies for evaluating visual analytics systems: A systematic review and new perspectives', Information Visualization, 23, pp. 84 - 101, http://dx.doi.org/10.1177/14738716231212568
,2024, 'Support Matrix Machine via Joint ℓ
2024, 'Latent fingerprint enhancement for accurate minutiae detection', Procedia Computer Science, 246, pp. 1558 - 1567, http://dx.doi.org/10.1016/j.procs.2024.09.722
,2024, 'Structure and position-aware graph neural network for airway labeling.', Med Image Anal, 97, pp. 103286, http://dx.doi.org/10.1016/j.media.2024.103286
,2023, 'IoT-Enabled Multimodal Biometric Recognition System in Secure Environment', IEEE Internet of Things Journal, 10, pp. 21457 - 21466, http://dx.doi.org/10.1109/JIOT.2023.3299465
,2023, 'Review on chest pathogies detection systems using deep learning techniques', Artificial Intelligence Review, 56, pp. 12607 - 12653, http://dx.doi.org/10.1007/s10462-023-10457-9
,2023, 'A novel uncertainty-aware deep learning technique with an application on skin cancer diagnosis', Neural Computing and Applications, 35, pp. 22179 - 22188, http://dx.doi.org/10.1007/s00521-023-08930-1
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