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2020 – today
- 2025
[j21]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)- [j20]Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan, Israt Jahan Payel, Asif Karim, Inam Ullah Khan, Sidratul Montaha, Md. Zahid Hasan, Mirjam Jonkman, Sami Azam:
A Low Complexity Efficient Deep Learning Model for Automated Retinal Disease Diagnosis. J. Heal. Informatics Res. 9(1): 1-40 (2025) - 2024
- [j19]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) - [j18]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) - [j17]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) - [j16]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) - [j15]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) - [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
- [j14]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) - [j13]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) - [j12]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) - [j11]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) - [j10]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) - [j9]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) - [j8]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) - [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
- [j7]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) - [j6]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) - [c15]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 - 2021
- [j5]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) - [j4]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) - [j3]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) - [j2]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) - [c14]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 - [c13]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 - [c12]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 - [c11]Thimothy Miles, Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer:
Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON 2021: 151-156
2010 – 2019
- 2019
- [j1]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) - [c10]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 - [c9]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 - 2017
- [c8]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 - [c7]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 - 2011
- [c6]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 - [c5]Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer:
An acquisition method for the MLR of auditory evoked potentials. BMEI 2011: 1036-1040 - 2010
- [c4]Mohamed Elgendi, Mirjam Jonkman, Friso De Boer:
Heart Rate Variability Measurement using the Second Derivative Photoplethysmogram. BIOSIGNALS 2010: 82-87 - [c3]Mohamed Elgendi, Mirjam Jonkman, Friso De Boer:
Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest. BIOSTEC (Selected Papers) 2010: 266-277 - [c2]Mohamed Elgendi, Mirjam Jonkman, Friso De Boer:
Frequency Bands Effects on QRS Detection. BIOSIGNALS 2010: 428-431
2000 – 2009
- 2008
- [c1]Mohamed Elgendi, Mirjam Jonkman, Friso De Boer:
Premature atrial complexes detection using the Fisher Linear Discriminant. IEEE ICCI 2008: 83-88
Coauthor Index
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