54Journal Articles
28Conference Papers
5,274Citations
30h-index
58i10-index
2026
54
Who is responsible? The data, models, users or regulations? Responsible generative AI for a sustainable future
Raza, S., Qureshi, R., Zahid, A., ... Muneer, A., et al.
ACM Computing Surveys
JournalUnder ReviewGenerative AI
53
Generative AI agents and chatbots in the agentic AI era: A comprehensive review of conversational agents and human-agent interaction
Roumeliotis, K. I., Raza, S., Muneer, A., Qureshi, R., et al.
Computer Science Review
JournalUnder ReviewLLM Agents
52
The next layer: augmenting foundation models with structure-preserving and attention-guided learning for local patches to global context awareness in computational pathology
Waqas, M., Bandyopadhyay, R., Showkatian, E., Muneer, A., et al.
npj Precision Oncology
JournalNatureFoundation Models
51
Deep Learning of CT Imaging Predicts PD-L1 Expression and Immunotherapy Benefit in Metastatic NSCLC: A Multi-Center Study
Muneer, A., Showkatian, E., Saad, M. B., Hong, L., Aminu, M., Vokes, N., Salehjahromi, M., et al.
Cell Reports Medicine
JournalUnder ReviewLung CancerPD-L1
50
From classical machine learning to emerging foundation models: review on multimodal data integration for cancer research
Muneer, A., Waqas, M., Saad, M. B., Showkatian, E., Bandyopadhyay, R., Xu, H., et al.
Artificial Intelligence Review
ReviewMultimodal AICancer
49
A survey on large language models: Applications, challenges, limitations, and practical usage
Hadi, M. U., Qureshi, R., Shah, A., Muneer, A., Irfan, M., Zafar, A., et al.
Artificial Intelligence Review
ReviewUnder ReviewLLM
2025
55
Foundation Models in Biomedical Imaging: Turning Hype into Reality
Muneer, A., Zhang, K., Hamdi, I., Qureshi, R., Waqas, M., Fouad, S., et al.
arXiv:2512.15808 · Under review: Nature Biomedical Engineering
NatureUnder ReviewFoundation Models
48
CT-Based Deep Foundation Model for Predicting Immune Checkpoint Inhibitor-Induced Pneumonitis Risk in Lung Cancer
Muneer, A., Showkatian, E., Kitsel, Y., Saad, M. B., Sujit, S. J., et al.
Journal for ImmunoTherapy of Cancer
JournalUnder ReviewPneumonitisCT
47
Progress and challenges of artificial intelligence in lung cancer clinical translation
Zhu, E., Muneer, A., Zhang, J., Xia, Y., Li, X., Zhou, C., et al.
npj Precision Oncology, 9(1), 210
JournalNatureLung Cancer
46
Radiomics for Dynamic Lung Cancer Risk Prediction in USPSTF-Ineligible Patients
Salehjahromi, M., Li, H., Showkatian, E., Saad, M. B., Qayati, M., Ismail, S. M., Sujit, S. J., Muneer, A., Aminu, M., et al.
Cancers, 17(21), p.3406
JournalRadiomicsLung Cancer
45
One Model for Many Fakes: Detecting GAN and Diffusion-Generated Forgeries in Faces, Invoices, and Medical Heterogeneous Data
Mahdi, M. A., Arshed, M. A., & Muneer, A.
Mathematics, 13(19), 3093
JournalDeepfakeGAN
2024
44
RNN-LSTM: From applications to modeling techniques and beyond — Systematic review
Al-Selwi, S. M., Hassan, M. F., Abdulkadir, S. J., Muneer, A., Sumiea, E. H., et al.
Journal of King Saud University - Computer and Information Sciences, 102068
ReviewLSTMRNN
43
A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)
Ragab, M. G., Abdulkader, S. J., Muneer, A., Alqushaibi, A., Sumiea, E. H., Qureshi, R., et al.
IEEE Access
ReviewIEEEYOLOMedical Imaging
42
Beyond conventions: Unravelling perceived value's role in shaping digital-only banks' adoption
Saif, M. A., Hussin, N., Husin, M. M., Muneer, A., & Alwadain, A.
Technological Forecasting and Social Change, 203, 123337
JournalFinTech
2023
41
Unmasking Deception: Empowering Deepfake Detection with Vision Transformer Network
Arshed, M. A., Alwadain, A., Faizan Ali, R., Mumtaz, S., Ibrahim, M., & Muneer, A.
Mathematics, 11(17), 3710
JournalDeepfakeVision Transformer
40
Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction
Fati, S. M., Muneer, A., Alwadain, A., & Balogun, A. O.
Mathematics, 11(16), 3567
JournalNLPCyberbullying
39
Cyberbullying detection on social media using stacking ensemble learning and enhanced BERT
Muneer, A., Alwadain, A., Ragab, M. G., & Alqushaibi, A.
Information, 14(8), 467
JournalBERTNLP
38
Enhanced Multi-Objective Grey Wolf Optimizer with Lévy Flight and Mutation Operators for Feature Selection
Al-Tashi, Q., Shami, T. M., Abdulkadir, S. J., Akhir, E. A. P., Alwadain, A., Alhussain, H., ..., Muneer, A., & Mirjalili, S.
Computer Systems Science and Engineering, 47(2), 1937-1966
JournalOptimizationFeature Selection
37
Automated Cellular-Level Dual Global Fusion of Whole-Slide Imaging for Lung Adenocarcinoma Prognosis
Diao, S., Chen, P., Showkatian, E., Bandyopadhyay, R., Rojas, F. R., Zhu, B., ..., Muneer, A., & Wu, J.
Cancers, 15(19), 4824
JournalPathologyLung Cancer
36
Machine Learning Models for the Identification of Prognostic and Predictive Cancer Biomarkers: A Systematic Review
Al-Tashi, Q., Saad, M. B., Muneer, A., Qureshi, R., Mirjalili, S., Sheshadri, A., et al.
International Journal of Molecular Sciences, 24(9), 7781
ReviewBiomarkersCancer
35
Mediblock Record Secure Data Sharing in Healthcare System: Issues, Solutions and Challenges
Zukarnain, Z. A., Muneer, A., Nassir, N. A. M., & Almohammedi, A. A.
2023
JournalBlockchainHealthcare
34
Estimating Financial Fraud through Transaction-Level Features and Machine Learning
Alwadain, A., Ali, R. F., & Muneer, A.
Mathematics, 11(5), 1184
JournalFraud DetectionML
33
DeepSDC: Deep Ensemble Learner for the Classification of Social-Media Flooding Events
Hanif, M., Waqas, M., Muneer, A., Alwadain, A., Tahir, M. A., & Rafi, M.
Sustainability, 15(7), 6049
JournalNLPSocial Media
32
Type 2 Diabetes Risk Prediction Using Deep Convolutional Neural Network Based-Bayesian Optimization
Alqushaibi, A., Hasan, M. H., Abdulkadir, S. J., Muneer, A., Gamal, M., Al-Tashi, Q., & Alhussian, H.
Computers, Materials & Continua
JournalDiabetesCNN
31
BMSP-ML: Big Mart Sales Prediction Using Different Machine Learning Techniques
Ali, R. F., Muneer, A., Almaghthawi, A., Alghamdi, A., Fati, S. M., & Ghaleb, E. A. A.
International Journal of Artificial Intelligence, 12(2)
JournalMLPrediction
27
Validation of "Depression, Anxiety, and Stress Scales" and "Changes in Psychological Distress during COVID-19" among University Students in Malaysia
Isha, A. S. N., Naji, G. M. A., Saleem, M. S., Brough, P., Alazzani, A., Muneer, A., et al.
Sustainability, 15(5), 4492
JournalMental Health
2022
30
Hyper-Parameter Optimization of Semi-Supervised GANs Based Sine Cosine Algorithm for Multimedia Datasets
Al-Ragehi, A., Abdulkadir, S. J., Muneer, A., Sadeq, S., & Al-Tashi, Q.
CMC - Computers Materials & Continua, 73(1), 2169-2186
JournalGANOptimization
29
Short term residential load forecasting using long short-term memory recurrent neural network
Muneer, A., Ali, R. F., Almaghthawi, A., Taib, S. M., Alghamdi, A., & Ghaleb, E. A. A.
International Journal of Electrical & Computer Engineering, 12(5)
JournalLSTMForecasting
28
Predicting customers churning in banking industry: A machine learning approach
Muneer, A., Ali, R. F., Alghamdi, A., Taib, S. M., Almaghthawi, A., & Ghaleb, E. A. A.
Indonesian Journal of Electrical Engineering and Computer Science, 26(1), 539-549
JournalChurn PredictionML
26
Deep Reinforcement Learning for Anomaly Detection: A Systematic Review
Arshad, K., Ali, R. F., Muneer, A., Aziz, I. A., Naseer, S., Khan, N. S., & Taib, S. M.
IEEE Access
ReviewIEEEAnomaly Detection
25
Low-rate DDoS attack Detection using Deep Learning for SDN-enabled IoT Networks
Alashhab, A. A., Zahid, M. S. M., Muneer, A., & Abdullahi, M.
International Journal of Advanced Computer Science and Applications, 13(11)
JournalIoTSecurity
24
iAceS-Deep: Sequence-based identification of Acetyl Serine sites in Proteins using PseAAC and Deep Neural Representations
Naseer, S., Fati, S. M., Muneer, A., & Ali, R. F.
IEEE Access
JournalIEEEBioinformatics
23
Authentication securing methods for mobile identity: Issues, solutions and challenges
Zukarnain, Z. A., Muneer, A., & Ab Aziz, M. K.
Symmetry, 14(4), 821
JournalSecurity
22
Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis
Al-Ashmori, A., Basri, S. B., Dominic, P. D. D., Capretz, L. F., Muneer, A., et al.
Sustainability, 14(9), 5176
ReviewBlockchain
21
iAceS-Deep: Sequence-based identification of Acetyl Serine sites in Proteins using PseAAC and Deep Neural Representations
Naseer, S., Fati, S. M., Muneer, A., & Ali, R. F.
IEEE Access
JournalIEEEBioinformatics
20
Computational identification of 4-carboxyglutamate sites to supplement physiological studies using deep learning
Naseer, S., Ali, R. F., Fati, S. M., & Muneer, A.
Scientific Reports, 12(1), 1-15
JournalNatureBioinformatics
2021
19
Smart security door system using SMS based energy harvest
Hamas, A., Muneer, A., & Fati, S. M.
International Journal of Electrical & Computer Engineering, 11(4)
JournalIoT
18
A smart fire detection system using IoT technology with automatic water sprinkler
Alqourabah, H., Muneer, A., & Fati, S. M.
International Journal of Electrical & Computer Engineering, 11(4)
JournalIoT
17
Deep Learning of a Pre-trained Language Model's Joke Classifier Using GPT-2
Akbar, N. A., Darmayanti, I., Fati, S. M., & Muneer, A.
Journal of Hunan University Natural Sciences, 48(8)
JournalNLPGPT-2
16
COVID-19 Recognition Using Self-Supervised Learning Approach in Three New Computed Tomography Databases
Muneer, A., Ali, R. F., Fati, S. M., & Naseer, S.
Journal of Hunan University Natural Sciences, 48(8)
JournalCOVID-19CT
15
Location-Aware Personalized Traveler Recommender System (LAPTA) Using Collaborative Filtering KNN
Al-Ghobari, M., Muneer, A., & Fati, S. M.
Computers, Materials & Continua, 68
JournalRecommender System
12
Distributed Hybrid Double-Spending Attack Prevention Mechanism for Proof-of-Work and Proof-of-Stake Blockchain Consensuses
Akbar, N. A., Muneer, A., ElHakim, N., & Fati, S. M.
Future Internet, 13(11), 285
JournalBlockchain
11
The Assessment of Big Data Adoption Readiness with a Technology–Organization–Environment Framework: A Perspective towards Healthcare Employees
Ghaleb, E. A., Dominic, P. D. D., Fati, S. M., Muneer, A., & Ali, R. F.
Sustainability, 13(15), 8379
JournalBig DataHealthcare
9
A Hybrid Deep Learning-Based Unsupervised Anomaly Detection in High Dimensional Data
Muneer, A., Taib, S. M., Fati, S. M., Balogun, A. O., & Aziz, I. A.
Computers, Materials & Continua, 71
JournalAnomaly Detection
7
Data-Driven Deep Learning-Based Attention Mechanism for Remaining Useful Life Prediction: Case Study Application to Turbofan Engine Analysis
Muneer, A., Taib, S. M., Naseer, S., Ali, R. F., & Aziz, I. A.
Electronics, 10(20), 2453
JournalRULAttention
6
Deep-Learning Based Prognosis Approach for Remaining Useful Life Prediction of Turbofan Engine
Muneer, A., Taib, S. M., Fati, S. M., & Alhussian, H.
Symmetry, 13(10), 1861
JournalRULDeep Learning
4
A Continuous Cuffless Blood Pressure Estimation Using Tree-Based Pipeline Optimization Tool
Fati, S. M., Muneer, A., Akbar, N. A., & Taib, S. M.
Symmetry, 13(4), 686
JournalHealth Monitoring
3
iNitroY-Deep: Computational Identification of Nitrotyrosine Sites to Supplement Carcinogenesis Studies Using Deep Learning
Naseer, S., Ali, R. F., Fati, S. M., & Muneer, A.
IEEE Access, 9, 73624-73640
JournalIEEEBioinformatics
2
IAmideV-deep: Valine amidation site prediction in proteins using deep learning and pseudo amino acid compositions
Naseer, S., Ali, R. F., Muneer, A., & Fati, S. M.
Symmetry, 13(4), 560
JournalBioinformatics
1
iVaccine-Deep: Prediction of COVID-19 mRNA vaccine degradation using deep learning
Muneer, A., Fati, S. M., Akbar, N. A., Agustriawan, D., & Wahyudi, S. T.
Journal of King Saud University - Computer and Information Sciences
JournalCOVID-19Vaccine
2019–2020
10
Smart health monitoring system using IoT based smart fitness mirror
Muneer, A., Fati, S. M., & Fuddah, S.
Telkomnika, 18(1), 317-331
JournalIoTHealth
8
A comparative analysis of machine learning techniques for cyberbullying detection on Twitter
Muneer, A., & Fati, S. M.
Future Internet, 12(11), 187
JournalNLPCyberbullying
5
Efficient and Automated Herbs Classification Approach Based on Shape and Texture Features using Deep Learning
Muneer, A., & Fati, S. M.
IEEE Access
JournalIEEEComputer Vision
13
Automated Health Monitoring System Using Advanced Technology
Muneer, A., & Fati, S. M.
Journal of Information Technology Research (JITR), 12(3), 104-132
JournalHealth Monitoring
14
Automated library system using SMS based pick and place robot
Al-nabhani, S., & Muneer, A.
International Journal of Computing and Digital Systems, 8(6)
JournalRoboticsIoT
2026
28
Position: Static benchmarks and accuracy-centric metrics are inadequate for responsible foundation models
Qureshi, R., Raza, S., Zafar, A., Muneer, A., et al.
International Joint Conference on Neural Networks (IJCNN) 2026
ConferenceUnder Review
27
Projection guided personalized federated learning for low dose CT denoising
Zafar, A., Waqas, M., Muneer, A., & Wu, J.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
ConferenceUnder ReviewCT
26
Task-agnostic continual learning for chest radiograph classification
Kavitha, M. S., Zafar, A., Muneer, A., & Wu, J.
ICLR 2026 Workshop: CAO
ConferenceSubmittedChest X-ray
2024
25
1227 Predicting PD-L1 expression from CT scans using deep learning to guide immunotherapy in metastatic non-small-cell lung cancer
Muneer, A., Showkatian, E., Saad, M. B., Hong, L., Aminu, M., Salehjahromi, M., et al.
SITC 39th Annual Meeting 2024, Houston, TX
ConferencePD-L1Immunotherapy
24
1244 Deep learning prediction of immune checkpoint inhibitor induced pneumonitis from baseline CT scans in lung cancer
Muneer, A., Showkatian, E., Kitsel, Y., Sujit, S. J., Saad, M. B., Aminu, M., et al.
SITC 39th Annual Meeting 2024, Houston, TX
ConferencePneumonitisCT
23
Attention-Fusion Model for Multi-omics (AMMO) Data Integration in Lung Adenocarcinoma
Li, W., Muneer, A., Waqas, M., Zhou, X., & Wu, J.
CMMCA Workshop @ MICCAI 2024 (pp. 52-60). Springer Nature Switzerland
ConferenceMulti-omicsSpringer
22
PANDA: Pneumonitis Anomaly Detection Using Attention U-Net
Muneer, A., Showkatian, E., Altan, M., Sheshadri, A., & Wu, J.
CMMCA Workshop @ MICCAI 2024 (pp. 80-89). Springer Nature Switzerland
ConferenceU-NetPneumonitisSpringer
21
PD-L1 Expression Prediction Using Scalable Multi Instance Transformer
Showkatian, E., Muneer, A., Saad, M. B., Hong, L., Heymach, J. V., Zhang, J., & Wu, J.
CMMCA Workshop @ MICCAI 2024 (pp. 61-69). Springer Nature Switzerland
ConferenceTransformerSpringer
2023
20
Exploring the Impact of Preprocessing Techniques on Retinal Blood Vessel Segmentation Using a Study Group Learning Scheme
Bashir, S., Rohail, K., Sadak, F., Hadi, M. U., Muneer, A., Ragab, M. G., et al.
IEEE Signal Processing in Medicine and Biology Symposium (SPMB) 2023, pp. 1-6
ConferenceIEEESegmentation
2022
19
Measuring Accuracy Towards Facial Video Heart-Rate Estimation Using Haar-Cascade and CNN Method
Akbar, N. A., Muneer, A., Taib, S. M., & Fati, S. M.
International Conference on Decision Aid Sciences and Applications (DASA) 2022, pp. 1607-1611
ConferenceIEEE
18
Vehicle Location Privacy Protection Mechanism Based on Location and Velocity
Shaleesh, I. S., Almohammedi, A. A., Mohammad, N. I., & Muneer, A.
DASA 2022, pp. 800-803. IEEE
ConferenceIEEE
17
Big Data in Healthcare Transformation: A Short Review
Ghaleb, E. A., Dominic, P. D., Muneer, A., & Almohammedi, A. A.
DASA 2022, pp. 265-269. IEEE
ConferenceIEEE
16
Cryptocurrency Price Prediction using Long Short-Term Memory and Twitter Sentiment Analysis
Sabri, M. H. B. M., Muneer, A., & Taib, S. M.
ICCUBEA 2022, pp. 1-6. IEEE
ConferenceIEEELSTM
15
Towards Power Grid Stability Index and Line Losses for Optimal Placement using Moth-Flame Optimization
Alqushaibi, A., Hasan, M. H., Abdulkadir, S. J., Muneer, A., et al.
International Conference on Digital Transformation and Intelligence (ICDI) 2022, pp. 74-80. IEEE
ConferenceIEEE
2021
14
Hyperledger Fabric Framework with 5G Network for Blockchain-based Security of IoT Smart Home Applications
Ali, R. F., Muneer, A., Dominic, P. D. D., & Taib, S. M.
DASA 2021, pp. 1109-1114. IEEE
ConferenceIEEEBlockchain
13
A Survey on Phishing Emails Detection Techniques
Muneer, A., Ali, R. F., Al-Sharai, A. A., & Fati, S. M.
International Conference on Innovative Computing (ICIC) 2021, pp. 1-6. IEEE
ConferenceIEEESecurity
12
Deep Learning Approach for Facial Age Recognition
Muneer, A., Ali, R. F., & Al-Sharai, A. A.
ICIC 2021, pp. 1-6. IEEE
ConferenceIEEEComputer Vision
11
A Hybrid Clean Energy System Based Thermal Solar Technologies
Al-Sharai, A. A., Muneer, A., Nataraj, C., & Salman, A.
3rd International Sustainability and Resilience Conference 2021, pp. 126-133. IEEE
ConferenceIEEE
10
Flood Estimation Studies Using Hydrologic Modelling System (HEC-HMS) For Batu Pahat River Malaysia
Mohammed, A. F. M., Adnan, M. S., Muneer, A., & Sadeq, S.
3rd International Sustainability and Resilience Conference 2021, pp. 225-230. IEEE
ConferenceIEEE
9
Survey on Cyber Security for Industrial Control Systems
Ali, R. F., Muneer, A., Dominic, P. D., Ghaleb, E. A., & Al-Ashmori, A.
ICDABI 2021, pp. 630-634. IEEE
ConferenceIEEECybersecurity
8
Real Life Monitoring of Conveyor Line Speed Using IoT and Raspberry Pi
Al-Shahethi, M. J., Muneer, A., Ghaleb, A. A., Darshi, S., & Almohammedi, A. A.
ITSS-IoE 2021. IEEE. DOI: 10.1109/ITSSIoE53029.2021.9615298
ConferenceIEEEIoT
7
Internet of Things (IoT) Security Challenges and Solutions: A Systematic Literature Review
Ali, R. F., Muneer, A., Dominic, P. D. D., Taib, S. M., & Ghaleb, A. A.
ACeS 2021. Springer, Cham. https://doi.org/10.1007/978-981-16-8059-5_9
ConferenceSpringerIoT Security
6
Software Process Improvement During the Last Decade: A Theoretical Mapping and Future Avenues
Ammar, A. A., Dominic, P. D. D., Basri, S., Al-Tashi, Q., Muneer, A., & Ghaleb, E. A.
ICOTEN 2021, pp. 1-5. IEEE
ConferenceIEEE
5
Remaining Useful Life Prediction of Turbofan Engine using Long-Short Term Memory
Sohaidan, F. N. B., Muneer, A., & Taib, S. M.
3ICT 2021, pp. 1-6. IEEE
ConferenceIEEERULLSTM
4
Blockchain-Oriented Software Development Issues: A Literature Review
AL-Ashmori, A., Basri, S., Dominic, P. D. D., Muneer, A., Al-Tashi, Q., & Al-Ashmori, Y.
Computational Methods in Systems and Software 2021, pp. 48-57. Springer, Cham
ConferenceSpringerBlockchain
3
Automatic robotic scanning and inspection mechanism for mines using IoT
Qadri, I., Muneer, A., & Fati, S. M.
IOP Conference Series: Materials Science and Engineering, Vol. 1045, No. 1, p. 012001
ConferenceIoTRobotics
2018
2
Automatic vision-based classification system using DNN and SVM classifiers
Durairajah, V., Gobee, S., & Muneer, A.
3rd International Conference on Control, Robotics and Cybernetics (CRC) 2018, pp. 6-14. IEEE
ConferenceIEEEComputer Vision
1
Integrated Health Monitoring System using GSM and IoT
Fati, S. M., Muneer, A., Mungur, D., & Badawi, A.
ICSCEE 2018, pp. 1-7. IEEE
ConferenceIEEEIoT