Premature atrial complexes detection using the Fisher Linear Discriminant. - Mohamed Elgendi; Mirjam Jonkman; Friso De Boer (IEEE ICCI, 2008)

Heart Rate Variability Measurement using the Second Derivative Photoplethysmogram. - Mohamed Elgendi; Mirjam Jonkman; Friso De Boer (BIOSIGNALS, 2010)

Frequency Bands Effects on QRS Detection. - Mohamed Elgendi; Mirjam Jonkman; Friso De Boer (BIOSIGNALS, 2010)

Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest. - Mohamed Elgendi; Mirjam Jonkman; Friso De Boer (BIOSTEC (Selected Papers), 2010)

Effect of stimulus phase reversal on the 20-35 Hz frequency component of the AEP. - Sami Azam; Travis Brown; Mirjam Jonkman; Friso De Boer (BMEI, 2011)

An acquisition method for the MLR of auditory evoked potentials. - Sami Azam; Travis Brown; Mirjam Jonkman; Friso De Boer (BMEI, 2011)

A Novel Approach for Steganography App in Android OS. - Kushal Gurung; Sami Azam; Bharanidharan Shanmugam; Krishnan Kannoorpatti; Mirjam Jonkman; Arasu Balasubramaniam (ISDA, 2017)

An Efficient Method for Detecting Fraudulent Transactions Using Classification Algorithms on an Anonymized Credit Card Data Set. - Sylvester Manlangit; Sami Azam; Bharanidharan Shanmugam; Krishnan Kannoorpatti; Mirjam Jonkman; Arasu Balasubramaniam (ISDA, 2017)

Improving Accessibility for Mobility Impaired People in Smart City using Crowdsourcing. - Yuba Raj Panta; Sami Azam; Bharanidharan Shanmugam; Kheng Cher Yeo; Mirjam Jonkman; Friso De Boer; Mamoun Alazab (CCC, 2019)

Vulnerabilities Analysis and Security Assessment Framework for the Internet of Things. - Rahul Shokeen; Bharanidharan Shanmugam; Krishnan Kannoorpatti; Sami Azam; Mirjam Jonkman; Mamoun Alazab (CCC, 2019)

An Intelligent Spam Detection Model Based on Artificial Immune System. - Abdul Jabbar Saleh; Asif Karim; Bharanidharan Shanmugam; Sami Azam; Krishnan Kannoorpatti; Mirjam Jonkman; Friso De Boer (Inf., 2019)

Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases. - Pronab Ghosh; Sami Azam; Asif Karim; Mirjam Jonkman; Md. Zahid Hasan (ICISDM, 2021)

A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer. - Pronab Ghosh; Sami Azam; Khan Md. Hasib; Asif Karim; Mirjam Jonkman; Adnan Anwar (IJCNN, 2021)

A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. - Pronab Ghosh; Sami Azam; Asif Karim; Md. Mehedi Hassan; Kuber Roy; Mirjam Jonkman (KES, 2021)

Mathematically Modelling the Brain Response to Auditory Stimulus. - Thimothy Miles; Eva Ignatious; Sami Azam; Mirjam Jonkman; Friso De Boer (TENCON, 2021)

A Comprehensive Unsupervised Framework for Chronic Kidney Disease Prediction. - Linta Antony; Sami Azam; Eva Ignatious; Ryana Quadir; Abhijith Reddy Beeravolu; Mirjam Jonkman; Friso De Boer (IEEE Access, 2021)

Preprocessing of Breast Cancer Images to Create Datasets for Deep-CNN. - Abhijith Reddy Beeravolu; Sami Azam; Mirjam Jonkman; Bharanidharan Shanmugam; Krishnan Kannoorpatti; Adnan Anwar (IEEE Access, 2021)

Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques. - Pronab Ghosh; Sami Azam; Mirjam Jonkman; Asif Karim; F. M. Javed Mehedi Shamrat; Eva Ignatious; Shahana Shultana; Abhijith Reddy Beeravolu; Friso De Boer (IEEE Access, 2021)

Study of Correlation Between EEG Electrodes for the Analysis of Cortical Responses Related to Binaural Hearing. - Eva Ignatious; Sami Azam; Mirjam Jonkman; Friso De Boer (IEEE Access, 2021)

Dementia Prediction Using Machine Learning. - Sara Dhakal; Sami Azam; Khan Md. Hasib; Asif Karim; Mirjam Jonkman; A. S. M. Farhan Al Haque (CENTERIS/ProjMAN/HCist, 2022)

An effective approach to address processing time and computational complexity employing modified CCT for lung disease classification. - Inam Ullah Khan; Sami Azam; Sidratul Montaha; Abdullah Al Mahmud 002; A. K. M. Rakibul Haque Rafid; Md. Zahid Hasan; Mirjam Jonkman (Intell. Syst. Appl., 2022)

Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. - Iris Cathrina Abacan Pilares; Sami Azam; Serkan Akbulut; Mirjam Jonkman; Bharanidharan Shanmugam (Sensors, 2022)

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. - 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 (IEEE Access, 2023)

A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. - Mohaimenul Azam Khan Raiaan; Kaniz Fatema; Inam Ullah Khan; Sami Azam; Md. Rafi Ur Rashid; Md. Saddam Hossain Mukta; Mirjam Jonkman; Friso De Boer (IEEE Access, 2023)

Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. - Md. Rafi Ur Rashid; Sami Azam; Mirjam Jonkman (CoRR, 2023)

Designing a Private and Secure Personal Health Records Access Management System: A Solution Based on IOTA Distributed Ledger Technology. - Serkan Akbulut; Farida Habib Semantha; Sami Azam; Iris Cathrina Abacan Pilares; Mirjam Jonkman; Kheng Cher Yeo; Bharanidharan Shanmugam (Sensors, 2023)

Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality. - Sami Azam; Sidratul Montaha; Kayes Uddin Fahim; A. K. M. Rakibul Haque Rafid; Md. Saddam Hossain Mukta; Mirjam Jonkman (Intell. Syst. Appl., 2023)

An Investigation of the Effectiveness of Deepfake Models and Tools. - Md. Saddam Hossain Mukta; Jubaer Ahmad; Mohaimenul Azam Khan Raiaan; Salekul Islam; Sami Azam; Mohammed Eunus Ali; Mirjam Jonkman (J. Sens. Actuator Networks, 2023)

Camera-based interactive wall display using hand gesture recognition. - Rida Zahra; Afifa Shehzadi; Muhammad Imran Sharif 001; Asif Karim; Sami Azam; Friso De Boer; Mirjam Jonkman; Mehwish Mehmood (Intell. Syst. Appl., 2023)

Pixel-level image analysis to derive the broncho-artery (BA) ratio employing HRCT scans: A computer-aided approach. - 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 (Intell. Syst. Appl., 2023)

Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children. - Abhijith Reddy Beeravolu; Sami Azam; Mirjam Jonkman; Ian Brent Masters; Rahul J. Thomas; Anne B. Chang; Gabrielle McCallum; Friso De Boer (IEEE Access, 2024)

Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. - 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 (IEEE Access, 2024)

Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review. - 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 (IEEE Access, 2024)

Reimagining otitis media diagnosis: A fusion of nested U-Net segmentation with graph theory-inspired feature set. - Sami Azam; Md Awlad Hossain Rony; Mohaimenul Azam Khan Raiaan; Kaniz Fatema; Asif Karim; Mirjam Jonkman; Jemima Beissbarth; Amanda Leach; Friso De Boer (Array, 2024)

Improving ICD coding using Chapter based Named Entities and Attentional Models. - Abhijith Reddy Beeravolu; Mirjam Jonkman; Sami Azam; Friso De Boer (CoRR, 2024)

SkinNet-14: a deep learning framework for accurate skin cancer classification using low-resolution dermoscopy images with optimized training time. - Abdullah Al Mahmud 002; Sami Azam; Inam Ullah Khan; Sidratul Montaha; Asif Karim; Aminul Haque; Md. Zahid Hasan; Mark Brady; Ritu Biswas; Mirjam Jonkman (Neural Comput. Appl., 2024)

Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI. - Debopom Sutradhar; Nur Mohammad Fahad; Mohaimenul Azam Khan Raiaan; Mirjam Jonkman; Sami Azam (Biomed. Signal Process. Control., 2025)

Advancing skin cancer detection integrating a novel unsupervised classification and enhanced imaging techniques. - Md. Abdur Rahman; Nur Mohammad Fahad; Mohaimenul Azam Khan Raiaan; Mirjam Jonkman; Friso De Boer; Sami Azam (CAAI Trans. Intell. Technol., 2025)

Atrous spatial pyramid pooling with swin transformer model for classification of gastrointestinal tract diseases from videos with enhanced explainability. - Arefin Ittesafun Abian; Mohaimenul Azam Khan Raiaan; Mirjam Jonkman; Sheikh Mohammed Shariful Islam; Sami Azam (Eng. Appl. Artif. Intell., 2025)

A Low Complexity Efficient Deep Learning Model for Automated Retinal Disease Diagnosis. - Sadia Sultana Chowa; Md. Rahad Islam Bhuiyan; Israt Jahan Payel; Asif Karim; Inam Ullah Khan; Sidratul Montaha; Md. Zahid Hasan; Mirjam Jonkman; Sami Azam (J. Heal. Informatics Res., 2025)