Mirjam Jonkman

46 papers A 2B 2C 3Journal 31Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Low Complexity Efficient Deep Learning Model for Automated Retinal Disease Diagnosis. J. Heal. Informatics Res. Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan, Israt Jahan Payel, Asif Karim, Inam Ullah Khan, Sidratul Montaha, Md. Zahid Hasan, Mirjam Jonkman, Sami Azam
2025	J	`jnl`	A dual-stage framework for cardiovascular abnormalities diagnosis from ECG signals using CA-GNN and semi-supervised autoencoders. Signal Image Video Process. Nur Mohammad Fahad, Md. Abdur Rahman, Md. Jakarea, Mirjam Jonkman, Sami Azam
2025	J	`jnl`	Advancing skin cancer detection integrating a novel unsupervised classification and enhanced imaging techniques. CAAI Trans. Intell. Technol. Md. Abdur Rahman, Nur Mohammad Fahad, Mohaimenul Azam Khan Raiaan, Mirjam Jonkman, Friso De Boer, Sami Azam
2025	J	`jnl`	Atrous spatial pyramid pooling with swin transformer model for classification of gastrointestinal tract diseases from videos with enhanced explainability. Eng. Appl. Artif. Intell. Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Mirjam Jonkman, Sheikh Mohammed Shariful Islam, Sami Azam
2025	J	`jnl`	Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI. Biomed. Signal Process. Control. Debopom Sutradhar, Nur Mohammad Fahad, Mohaimenul Azam Khan Raiaan, Mirjam Jonkman, Sami Azam
2025	J	`jnl`	Diffusion-based knowledge distillation for effective multi-organ segmentation with reduced computational time. Comput. Biol. Medicine Mohaimenul Azam Khan Raiaan, Md. Abdur Rahman, Sami Azam, Kheng Cher Yeo, Yakub Sebastian, Mirjam Jonkman
2025	J	`jnl`	ReFRM3D: A Radiomics-enhanced Fused Residual Multiparametric 3D Network with Multi-Scale Feature Fusion for Glioma Characterization. CoRR Md. Abdur Rahman, Mohaimenul Azam Khan Raiaan, Arefin Ittesafun Abian, Yan Zhang, Mirjam Jonkman, Sami Azam
2024	J	`jnl`	An Automated Decision Support System to Analyze Malignancy Patterns of Breast Masses Employing Medically Relevant Features of Ultrasound Images. J. Imaging Inform. Medicine Sami Azam, Sidratul Montaha, Mohaimenul Azam Khan Raiaan, A. K. M. Rakibul Haque Rafid, Saddam Hossain Mukta, Mirjam Jonkman
2024	J	`jnl`	Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review. IEEE Access 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
2024	J	`jnl`	Improving ICD coding using Chapter based Named Entities and Attentional Models. CoRR Abhijith Reddy Beeravolu, Mirjam Jonkman, Sami Azam, Friso De Boer
2024	J	`jnl`	Improving the Automated Diagnosis of Breast Cancer with Mesh Reconstruction of Ultrasound Images Incorporating 3D Mesh Features and a Graph Attention Network. J. Imaging Inform. Medicine Sadia Sultana Chowa, Sami Azam, Sidratul Montaha, Md. Rahad Islam Bhuiyan, Mirjam Jonkman
2024	J	`jnl`	Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children. IEEE Access Abhijith Reddy Beeravolu, Sami Azam, Mirjam Jonkman, Ian Brent Masters, Rahul J. Thomas, Anne B. Chang, Gabrielle McCallum, Friso De Boer
2024	J	`jnl`	Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. IEEE Access 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
2024	J	`jnl`	Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. CoRR 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
2024	J	`jnl`	Reimagining otitis media diagnosis: A fusion of nested U-Net segmentation with graph theory-inspired feature set. Array Sami Azam, Md Awlad Hossain Rony, Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Asif Karim, Mirjam Jonkman, Jemima Beissbarth, Amanda Leach, Friso De Boer
2024	J	`jnl`	SkinNet-14: a deep learning framework for accurate skin cancer classification using low-resolution dermoscopy images with optimized training time. Neural Comput. Appl. Abdullah Al Mahmud, Sami Azam, Inam Ullah Khan, Sidratul Montaha, Asif Karim, Aminul Haque, Md. Zahid Hasan, Mark Brady, Ritu Biswas, Mirjam Jonkman
2023	J	`jnl`	A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer
2023	J	`jnl`	An Investigation of the Effectiveness of Deepfake Models and Tools. J. Sens. Actuator Networks Md. Saddam Hossain Mukta, Jubaer Ahmad, Mohaimenul Azam Khan Raiaan, Salekul Islam, Sami Azam, Mohammed Eunus Ali, Mirjam Jonkman
2023	J	`jnl`	Camera-based interactive wall display using hand gesture recognition. Intell. Syst. Appl. Rida Zahra, Afifa Shehzadi, Muhammad Imran Sharif, Asif Karim, Sami Azam, Friso De Boer, Mirjam Jonkman, Mehwish Mehmood
2023	J	`jnl`	Designing a Private and Secure Personal Health Records Access Management System: A Solution Based on IOTA Distributed Ledger Technology. Sensors Serkan Akbulut, Farida Habib Semantha, Sami Azam, Iris Cathrina Abacan Pilares, Mirjam Jonkman, Kheng Cher Yeo, Bharanidharan Shanmugam
2023	J	`jnl`	Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman
2023	J	`jnl`	MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 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
2023	J	`jnl`	Pixel-level image analysis to derive the broncho-artery (BA) ratio employing HRCT scans: A computer-aided approach. Intell. Syst. Appl. 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
2023	J	`jnl`	Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality. Intell. Syst. Appl. Sami Azam, Sidratul Montaha, Kayes Uddin Fahim, A. K. M. Rakibul Haque Rafid, Md. Saddam Hossain Mukta, Mirjam Jonkman
2022	J	`jnl`	Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. Sensors Iris Cathrina Abacan Pilares, Sami Azam, Serkan Akbulut, Mirjam Jonkman, Bharanidharan Shanmugam
2022	J	`jnl`	An effective approach to address processing time and computational complexity employing modified CCT for lung disease classification. Intell. Syst. Appl. Inam Ullah Khan, Sami Azam, Sidratul Montaha, Abdullah Al Mahmud, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Mirjam Jonkman
2022	—	`conf`	Dementia Prediction Using Machine Learning. CENTERIS/ProjMAN/HCist Sara Dhakal, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, A. S. M. Farhan Al Haque
2021	B	`conf`	A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. KES Pronab Ghosh, Sami Azam, Asif Karim, Md. Mehedi Hassan, Kuber Roy, Mirjam Jonkman
2021	J	`jnl`	A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction. IEEE Access Linta Antony, Sami Azam, Eva Ignatious, Ryana Quadir, Abhijith Reddy Beeravolu, Mirjam Jonkman, Friso De Boer
2021	B	`conf`	A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer. IJCNN Pronab Ghosh, Sami Azam, Khan Md. Hasib, Asif Karim, Mirjam Jonkman, Adnan Anwar
2021	J	`jnl`	Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques. IEEE Access Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer
2021	C	`conf`	Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON Thimothy Miles, Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer
2021	J	`jnl`	Preprocessing of Breast Cancer Images to Create Datasets for Deep-CNN. IEEE Access Abhijith Reddy Beeravolu, Sami Azam, Mirjam Jonkman, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Adnan Anwar
2021	J	`jnl`	Study of Correlation Between EEG Electrodes for the Analysis of Cortical Responses Related to Binaural Hearing. IEEE Access Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer
2021	—	`conf`	Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases. ICISDM Pronab Ghosh, Sami Azam, Asif Karim, Mirjam Jonkman, Md. Zahid Hasan
2019	J	`jnl`	An Intelligent Spam Detection Model Based on Artificial Immune System. Inf. Abdul Jabbar Saleh, Asif Karim, Bharanidharan Shanmugam, Sami Azam, Krishnan Kannoorpatti, Mirjam Jonkman, Friso De Boer
2019	A	`conf`	Improving Accessibility for Mobility Impaired People in Smart City using Crowdsourcing. CCC Yuba Raj Panta, Sami Azam, Bharanidharan Shanmugam, Kheng Cher Yeo, Mirjam Jonkman, Friso De Boer, Mamoun Alazab
2019	A	`conf`	Vulnerabilities Analysis and Security Assessment Framework for the Internet of Things. CCC Rahul Shokeen, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Sami Azam, Mirjam Jonkman, Mamoun Alazab
2017	C	`conf`	A Novel Approach for Steganography App in Android OS. ISDA Kushal Gurung, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam
2017	C	`conf`	An Efficient Method for Detecting Fraudulent Transactions Using Classification Algorithms on an Anonymized Credit Card Data Set. ISDA Sylvester Manlangit, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam
2011	—	`conf`	An acquisition method for the MLR of auditory evoked potentials. BMEI Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer
2011	—	`conf`	Effect of stimulus phase reversal on the 20-35 Hz frequency component of the AEP. BMEI Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer
2010	—	`conf`	Frequency Bands Effects on QRS Detection. BIOSIGNALS Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
2010	—	`conf`	Heart Rate Variability Measurement using the Second Derivative Photoplethysmogram. BIOSIGNALS Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
2010	—	`conf`	Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest. BIOSTEC (Selected Papers) Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
2008	—	`conf`	Premature atrial complexes detection using the Fisher Linear Discriminant. IEEE ICCI Mohamed Elgendi, Mirjam Jonkman, Friso De Boer