Mirjam Jonkman

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Machine Learning

Top Venues

Intell. Syst. Appl.

Publications

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 (2024)
Abhijith Reddy Beeravolu, Mirjam Jonkman, Sami Azam, Friso De Boer
Improving ICD coding using Chapter based Named Entities and Attentional Models. CoRR (2024)
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 (2024)
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 (2024)
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 (2023)
Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
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) (2022)
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)
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 (2022)
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 (2021)
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 (2021)
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)
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 (2021)
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 (2021)
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)
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)
Thimothy Miles, Eva Ignatious, Sami Azam, Mirjam Jonkman, Friso De Boer
Mathematically Modelling the Brain Response to Auditory Stimulus. TENCON (2021)
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) (2019)
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)
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)
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)
Kushal Gurung, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam
A Novel Approach for Steganography App in Android OS. ISDA (2017)
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)
Sami Azam, Travis Brown, Mirjam Jonkman, Friso De Boer
An acquisition method for the MLR of auditory evoked potentials. BMEI (2011)
Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest. BIOSTEC (Selected Papers) (2010)
Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
Heart Rate Variability Measurement using the Second Derivative Photoplethysmogram. BIOSIGNALS (2010)
Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
Frequency Bands Effects on QRS Detection. BIOSIGNALS (2010)
Mohamed Elgendi, Mirjam Jonkman, Friso De Boer
Premature atrial complexes detection using the Fisher Linear Discriminant. IEEE ICCI (2008)