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2020 – today
- 2025
[j52]Debopom Sutradhar, Nur Mohammad Fahad, Mohaimenul Azam Khan Raiaan, Mirjam Jonkman, Sami Azam:
Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI. Biomed. Signal Process. Control. 101: 107228 (2025)- 2024
- [j51]Abhijith Reddy Beeravolu
, Sami Azam, Mirjam Jonkman, Ian Brent Masters, Rahul J. Thomas, Anne B. Chang, Gabrielle McCallum, Friso De Boer:
Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children. IEEE Access 12: 4730-4744 (2024) - [j50]Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad, Sadman Sakib, Most Marufatul Jannat Mim, Jubaer Ahmad, Mohammed Eunus Ali, Sami Azam:
A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges. IEEE Access 12: 26839-26874 (2024) - [j49]Md. Zahid Hasan, Sidratul Montaha, Inam Ullah Khan, Md. Mehedi Hassan, Abdullah Al Mahmud, A. K. M. Rakibul Haque Rafid, Sami Azam, Asif Karim, Spyridon Prountzos, Efthymia Alexopoulou, Umama Binta Ashraf, Sheikh Mohammed Shariful Islam:
Fast and Efficient Lung Abnormality Identification With Explainable AI: A Comprehensive Framework for Chest CT Scan and X-Ray Images. IEEE Access 12: 31117-31135 (2024) - [j48]Md. Awlad Hossen Rony, Kaniz Fatema, Mohaimenul Azam Khan Raiaan, Md. Mehedi Hassan, Sami Azam, Asif Karim, Mirjam Jonkman, Jemima Beissbarth, Friso De Boer, Sheikh Mohammed Shariful Islam, Amanda Leach:
Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review. IEEE Access 12: 99282-99307 (2024) - [j47]Abhijith Reddy Beeravolu, Ian Brent Masters, Mirjam Jonkman, Kheng Cher Yeo, Spyridon Prountzos, Rahul J. Thomas, Eva Ignatious, Sami Azam, Gabrielle McCallum, Efthymia Alexopoulou, Anne B. Chang, Friso De Boer:
Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. IEEE Access 12: 152108-152121 (2024) - [j46]Sami Azam, Md Awlad Hossain Rony, Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Asif Karim, Mirjam Jonkman, Jemima Beissbarth, Amanda Leach, Friso De Boer:
Reimagining otitis media diagnosis: A fusion of nested U-Net segmentation with graph theory-inspired feature set. Array 23: 100362 (2024) - [j45]Eric Hilario, Sami Azam, Jawahar Sundaram, Khwaja Imran Mohammed, Bharanidharan Shanmugam:
Generative AI for pentesting: the good, the bad, the ugly. Int. J. Inf. Sec. 23(3): 2075-2097 (2024) - [j44]Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur:
Leak detection and localization in underground water supply system using thermal imaging and geophone signals through machine learning. Intell. Syst. Appl. 23: 200404 (2024) - [j43]Md Al Amin Sarker, Bharanidharan Shanmugam, Sami Azam, Suresh Thennadil:
Enhancing smart grid load forecasting: An attention-based deep learning model integrated with federated learning and XAI for security and interpretability. Intell. Syst. Appl. 23: 200422 (2024) - [j42]Nur Mohammad Fahad, Sami Azam, Sidratul Montaha, Md. Saddam Hossain Mukta:
Enhancing cervical cancer diagnosis with graph convolution network: AI-powered segmentation, feature analysis, and classification for early detection. Multim. Tools Appl. 83(30): 75343-75367 (2024) - [j41]Lei Zhou, Chuanlin Liu, Amit Yadav, Sami Azam, Asif Karim:
An image quality assessment method based on edge extraction and singular value for blurriness. Mach. Vis. Appl. 35(3): 37 (2024) - [j40]Abdullah Al Mahmud, Sami Azam, Inam Ullah Khan, Sidratul Montaha, Asif Karim, Aminul Haque, Md. Zahid Hasan, Mark Brady, Ritu Biswas, Mirjam Jonkman:
SkinNet-14: a deep learning framework for accurate skin cancer classification using low-resolution dermoscopy images with optimized training time. Neural Comput. Appl. 36(30): 18935-18959 (2024) - [j39]Pritika, Bharanidharan Shanmugam, Sami Azam:
Risk Evaluation and Attack Detection in Heterogeneous IoMT Devices Using Hybrid Fuzzy Logic Analytical Approach. Sensors 24(10): 3223 (2024) - [j38]Md. Saddam Hossain Mukta, Jubaer Ahmed, Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Muhammad Nazrul Islam, Nafiz Imtiaz, Md. Adnanul Islam, Mohammed Eunus Ali, Sami Azam:
Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling. SN Comput. Sci. 5(6): 712 (2024) - [i4]Niful Islam, Khan Md. Hasib, Fahmida Akter Joti, Asif Karim, Sami Azam:
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency. CoRR abs/2406.17051 (2024) - [i3]Abhijith Reddy Beeravolu, Ian Brent Masters, Mirjam Jonkman, Kheng Cher Yeo, Spyridon Prountzos, Rahul J. Thomas, Eva Ignatious, Sami Azam, Gabrielle McCallum, Efthymia Alexopoulou, Anne B. Chang, Friso De Boer:
Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. CoRR abs/2407.13183 (2024) - [i2]Abhijith Reddy Beeravolu, Mirjam Jonkman, Sami Azam, Friso De Boer:
Improving ICD coding using Chapter based Named Entities and Attentional Models. CoRR abs/2407.17230 (2024) - 2023
- [j37]Saddam Al Amin, Md. Saddam Hossain Mukta, Md. Sezan Mahmud Saikat, Md. Ismail Hossain, Md. Adnanul Islam, Mohiuddin Ahmed, Sami Azam:
Data Driven Classification of Opioid Patients Using Machine Learning-An Investigation. IEEE Access 11: 396-409 (2023) - [j36]F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed:
AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images. IEEE Access 11: 16376-16395 (2023) - [j35]Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer:
A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access 11: 42361-42388 (2023) - [j34]Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne:
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 11: 93048-93063 (2023) - [j33]Md. Shakhaout Hossain, Sami Azam, Asif Karim, Sidratul Montaha, Ryana Quadir, Friso De Boer, Md. Altaf-Ul-Amin:
Ergonomic Risk Prediction for Awkward Postures From 3D Keypoints Using Deep Learning. IEEE Access 11: 114497-114508 (2023) - [j32]Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur:
An Intelligent IoT and ML-Based Water Leakage Detection System. IEEE Access 11: 123625-123649 (2023) - [j31]F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer:
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images. Comput. Biol. Medicine 155: 106646 (2023) - [j30]Abdul Muiz Fayyaz, Muhammad Imran Sharif, Sami Azam, Asif Karim, Jamal El-Den:
Analysis of Diabetic Retinopathy (DR) Based on the Deep Learning. Inf. 14(1): 30 (2023) - [j29]Zenith Dewamuni, Bharanidharan Shanmugam, Sami Azam, Suresh Thennadil:
Bibliometric Analysis of IoT Lightweight Cryptography. Inf. 14(12): 635 (2023) - [j28]Sami Azam, Sidratul Montaha, Kayes Uddin Fahim, A. K. M. Rakibul Haque Rafid, Md. Saddam Hossain Mukta, Mirjam Jonkman:
Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality. Intell. Syst. Appl. 18: 200233 (2023) - [j27]Rida Zahra, Afifa Shehzadi, Muhammad Imran Sharif, Asif Karim, Sami Azam, Friso De Boer, Mirjam Jonkman, Mehwish Mehmood:
Camera-based interactive wall display using hand gesture recognition. Intell. Syst. Appl. 19: 200262 (2023) - [j26]Sami Azam, Sidratul Montaha, A. K. M. Rakibul Haque Rafid, Asif Karim, Mirjam Jonkman, Friso De Boer, Gabrielle McCallum, Ian Brent Masters, Anne B. Chang:
Pixel-level image analysis to derive the broncho-artery (BA) ratio employing HRCT scans: A computer-aided approach. Intell. Syst. Appl. 20: 200279 (2023) - [j25]Farida Habib Semantha, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo:
PbDinEHR: A Novel Privacy by Design Developed Framework Using Distributed Data Storage and Sharing for Secure and Scalable Electronic Health Records Management. J. Sens. Actuator Networks 12(2): 36 (2023) - [j24]Md. Saddam Hossain Mukta, Jubaer Ahmad, Mohaimenul Azam Khan Raiaan, Salekul Islam, Sami Azam, Mohammed Eunus Ali, Mirjam Jonkman:
An Investigation of the Effectiveness of Deepfake Models and Tools. J. Sens. Actuator Networks 12(4): 61 (2023) - [j23]Serkan Akbulut, Farida Habib Semantha, Sami Azam, Iris Cathrina Abacan Pilares, Mirjam Jonkman, Kheng Cher Yeo, Bharanidharan Shanmugam:
Designing a Private and Secure Personal Health Records Access Management System: A Solution Based on IOTA Distributed Ledger Technology. Sensors 23(11): 5174 (2023) - [j22]Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim:
Brain Tumor Segmentation from 3D MRI Scans Using U-Net. SN Comput. Sci. 4(4): 386 (2023) - [c23]Khan Md. Hasib, Md. Atiqur Rahman, Mustavi Ibne Masum, Friso De Boer, Sami Azam, Asif Karim:
Bengali News Abstractive Summarization: T5 Transformer and Hybrid Approach. DICTA 2023: 539-545 - [c22]Shujahat Ali Khan, Jawahar Sundaram, Mario Palendeng, Sami Azam, Bharanidharan Shanmugam:
Simulation of IoT-based Smart City of Darwin: Leading Cyber Attacks and Prevention Techniques. ICCCNT 2023: 1-9 - [c21]Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam:
Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks. ICSECS 2023: 111-116 - [i1]Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman:
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR abs/2308.13545 (2023) - 2022
- [j21]Abdullah Al Mamun, Sami Azam, Clémentine Gritti:
Blockchain-Based Electronic Health Records Management: A Comprehensive Review and Future Research Direction. IEEE Access 10: 5768-5789 (2022) - [j20]Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim, Ashraful Islam:
TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study. IEEE Access 10: 60039-60059 (2022) - [j19]Mohammed Rezwanul Islam, Sami Azam, Bharanidharan Shanmugam, Deepika Mathur:
A Review on Current Technologies and Future Direction of Water Leakage Detection in Water Distribution Network. IEEE Access 10: 107177-107201 (2022) - [j18]Farhana Yasmin, Md. Mehedi Hassan, Sadika Zaman, Si Thu Aung, Asif Karim, Sami Azam:
A Forecasting Prognosis of the Monkeypox Outbreak Based on a Comprehensive Statistical and Regression Analysis. Comput. 10(10): 177 (2022) - [j17]Inam Ullah Khan, Sami Azam, Sidratul Montaha, Abdullah Al Mahmud, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Mirjam Jonkman:
An effective approach to address processing time and computational complexity employing modified CCT for lung disease classification. Intell. Syst. Appl. 16: 200147 (2022) - [j16]Mostafa Hamadi, Jamal El-Den, Sami Azam, Narumon Cherry Sriratanaviriyakul:
Integrating social media as cooperative learning tool in higher education classrooms: An empirical study. J. King Saud Univ. Comput. Inf. Sci. 34(6 Part B): 3722-3731 (2022) - [j15]Irrai Anbu Jayaraj, Bharanidharan Shanmugam, Sami Azam, Ganthan Narayana Samy:
A Systematic Review of Radio Frequency Threats in IoMT. J. Sens. Actuator Networks 11(4): 62 (2022) - [j14]Talha Ilyas, Zubaer Ibna Mannan, Abbas Khan, Sami Azam, Hyongsuk Kim, Friso De Boer:
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification. Neural Networks 151: 1-15 (2022) - [j13]Iris Cathrina Abacan Pilares, Sami Azam, Serkan Akbulut, Mirjam Jonkman, Bharanidharan Shanmugam:
Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. Sensors 22(11): 4032 (2022) - [c20]Md. Mehedi Hassan, Asif Karim, Swarnali Mollick, Sami Azam, Eva Ignatious, A. S. M. Farhan Al Haque:
An Apriori Algorithm-Based Association Rule Analysis to detect Human Suicidal Behaviour. CENTERIS/ProjMAN/HCist 2022: 1279-1288 - [c19]Sara Dhakal, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, A. S. M. Farhan Al Haque:
Dementia Prediction Using Machine Learning. CENTERIS/ProjMAN/HCist 2022: 1297-1308 - [c18]Lamima Tabassum Ava, Asif Karim, Md. Mehedi Hassan, Fahad Faisal, Sami Azam, A. S. M. Farhan Al Haque, Sadika Zaman:
Intelligent Identification of Hate Speeches to address the increased rate of Individual Mental Degeneration. CENTERIS/ProjMAN/HCist 2022: 1527-1537 - [c17]Abdullah Al Mahmud, Asif Karim, Inam Ullah Khan, Pronab Ghosh, Sami Azam, Enamul Haque:
A Robust Deep Learning based Framework for High-Precision Detection of Liver Disease. ICCCM 2022: 9-18 - [c16]Shorove Tajmen, Asif Karim, Aunik Hasan Mridul, Sami Azam, Pronab Ghosh, Al-Amin Dhaly, Md Nour Hossain:
A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease. ICCCM 2022: 46-53 - [c15]Ishita Haque, Rudaiba Adnin, Sadia Afroz, Faria Huq, Sazan Mahbub, Sami Azam, A. B. M. Alim Al Islam:
Citadel: An Automated Abuse Detection System to Detect And Prevent Abusive Behaviors over Emails. NSysS 2022: 12-22 - [c14]Lyell Embery, Eva Ignatious, Sami Azam, Miriam Jonkman, Friso De Boer:
Balance Graphs: An Aid for Studying Convolutional Neural Networks. SNPD 2022: 132-139 - 2021
- [j12]Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer:
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques. IEEE Access 9: 19304-19326 (2021) - [j11]Abhijith Reddy Beeravolu, Sami Azam, Mirjam Jonkman, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Adnan Anwar:
Preprocessing of Breast Cancer Images to Create Datasets for Deep-CNN. IEEE Access 9: 33438-33463 (2021) - [j10]Khizir Mahmud, Sami Azam, Asif Karim, S. M. Zobaed, Bharanidharan Shanmugam, Deepika Mathur:
Machine Learning Based PV Power Generation Forecasting in Alice Springs. IEEE Access 9: 46117-46128 (2021) - [j9]Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer:
Study of Correlation Between EEG Electrodes for the Analysis of Cortical Responses Related to Binaural Hearing. IEEE Access 9: 66282-66308 (2021) - [j8]Linta Antony, Sami Azam, Eva Ignatious, Ryana Quadir, Abhijith Reddy Beeravolu, Mirjam Jonkman, Friso De Boer:
A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction. IEEE Access 9: 126481-126501 (2021) - [j7]Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti:
An Unsupervised Approach for Content-Based Clustering of Emails Into Spam and Ham Through Multiangular Feature Formulation. IEEE Access 9: 135186-135209 (2021) - [j6]Farida Habib Semantha, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo, Abhijith Reddy Beeravolu:
A Conceptual Framework to Ensure Privacy in Patient Record Management System. IEEE Access 9: 165667-165689 (2021) - [j5]Mostafa Hamadi, Jamal El-Den, Sami Azam, Narumon Cherry Sriratanaviriyakul:
A novel framework for integrating social media as cooperative learning tool in higher education's classrooms. Res. Pract. Technol. Enhanc. Learn. 16(1): 1-22 (2021) - [c13]Ritu Biswas, Abhijith Reddy Beeravolu, Asif Karim, Sami Azam, Md. Tanvir Hasan, Md. Soriful Alam, Pronab Ghosh:
A Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets. ICCTA 2021: 223-228 - [c12]Pronab Ghosh, Sami Azam, Asif Karim, Mirjam Jonkman, Md. Zahid Hasan:
Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases. ICISDM 2021: 14-20 - [c11]Pronab Ghosh, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, Adnan Anwar:
A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer. IJCNN 2021: 1-8 - [c10]Pronab Ghosh, Sami Azam, Asif Karim, Mehedi Hassan, Kuber Roy, Mirjam Jonkman:
A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. KES 2021: 467-477 - [c9]Thimothy Miles, Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer:
Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON 2021: 151-156 - 2020
- [j4]Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti:
Efficient Clustering of Emails Into Spam and Ham: The Foundational Study of a Comprehensive Unsupervised Framework. IEEE Access 8: 154759-154788 (2020)
2010 – 2019
- 2019
- [j3]Asif Karim, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mamoun Alazab:
A Comprehensive Survey for Intelligent Spam Email Detection. IEEE Access 7: 168261-168295 (2019) - [j2]Abdul Jabbar Saleh, Asif Karim, Bharanidharan Shanmugam, Sami Azam, Krishnan Kannoorpatti, Mirjam Jonkman, Friso De Boer:
An Intelligent Spam Detection Model Based on Artificial Immune System. Inf. 10(6): 209 (2019) - [j1]Sanaz Kavianpour, Bharanidharan Shanmugam, Sami Azam, Mazdak Zamani, Ganthan Narayana Samy, Friso De Boer:
A Systematic Literature Review of Authentication in Internet of Things for Heterogeneous Devices. J. Comput. Networks Commun. 2019: 5747136:1-5747136:14 (2019) - [c8]Rahul Shokeen, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Sami Azam, Mirjam Jonkman, Mamoun Alazab:
Vulnerabilities Analysis and Security Assessment Framework for the Internet of Things. CCC 2019: 22-29 - [c7]Yuba Raj Panta, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo, Mirjam Jonkman, Friso De Boer, Mamoun Alazab:
Improving Accessibility for Mobility Impaired People in Smart City using Crowdsourcing. CCC 2019: 47-55 - 2018
- [c6]Md. Mahbub Alam, Swapnil Saha, Proshib Saha, Fernaz Narin Nur, Nazmun Nessa Moon, Asif Karim, Sami Azam:
D-CARE: A Non-invasive Glucose Measuring Technique for Monitoring Diabetes Patients. IJCCI 2018: 443-453 - 2017
- [c5]Sylvester Manlangit, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam:
An Efficient Method for Detecting Fraudulent Transactions Using Classification Algorithms on an Anonymized Credit Card Data Set. ISDA 2017: 418-429 - [c4]Kushal Gurung, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam:
A Novel Approach for Steganography App in Android OS. ISDA 2017: 442-450 - 2013
- [c3]N. Williams, Kheng Cher Yeo, Sami Azam:
Cost effective analysis of web based transmission. CIComms 2013: 72-78 - 2011
- [c2]Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer:
Effect of stimulus phase reversal on the 20-35 Hz frequency component of the AEP. BMEI 2011: 725-729 - [c1]Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer:
An acquisition method for the MLR of auditory evoked potentials. BMEI 2011: 1036-1040
Coauthor Index
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