Cervical spine fracture detection utilizing YOLOv8 and deep attention-based vertebrae classification ensuring XAI.

Mirjam Jonkman https://orcid.org/0000-0002-0396-8370

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. 107228 2025 101 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.107228 db/journals/bspc/bspc101.html#SutradharFRJA25 streams/journals/bspc

Md. Abdur Rahman Nur Mohammad Fahad Mohaimenul Azam Khan Raiaan Mirjam Jonkman Friso De Boer Sami Azam Advancing skin cancer detection integrating a novel unsupervised classification and enhanced imaging techniques. 474-493 2025 10 CAAI Trans. Intell. Technol. 2 https://doi.org/10.1049/cit2.12410 db/journals/caaitrit/caaitrit10.html#RahmanFRJBA25 streams/journals/caaitrit

Mohaimenul Azam Khan Raiaan Md. Abdur Rahman Sami Azam Kheng Cher Yeo Yakub Sebastian Mirjam Jonkman Diffusion-based knowledge distillation for effective multi-organ segmentation with reduced computational time. 111265 2025 198 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.111265 db/journals/cbm/cbm198.html#RaiaanRAYSJ25 streams/journals/cbm

Arefin Ittesafun Abian Mohaimenul Azam Khan Raiaan Mirjam Jonkman Sheikh Mohammed Shariful Islam Sami Azam Atrous spatial pyramid pooling with swin transformer model for classification of gastrointestinal tract diseases from videos with enhanced explainability. 110656 2025 150 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.110656 db/journals/eaai/eaai150.html#AbianRJIA25 streams/journals/eaai

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. 1-40 2025 March 9 J. Heal. Informatics Res. 1 https://doi.org/10.1007/s41666-024-00182-5 db/journals/jhir/jhir9.html#ChowaBPKKMHJA25 streams/journals/jhir

Nur Mohammad Fahad Md. Abdur Rahman Md. Jakarea Mirjam Jonkman Sami Azam A dual-stage framework for cardiovascular abnormalities diagnosis from ECG signals using CA-GNN and semi-supervised autoencoders. 1450 2025 December 19 Signal Image Video Process. 18 https://doi.org/10.1007/s11760-025-05042-2 db/journals/sivp/sivp19.html#FahadRJJA25 streams/journals/sivp

Md. Abdur Rahman Mohaimenul Azam Khan Raiaan Arefin Ittesafun Abian Yan Zhang 0036 Mirjam Jonkman Sami Azam ReFRM3D: A Radiomics-enhanced Fused Residual Multiparametric 3D Network with Multi-Scale Feature Fusion for Glioma Characterization. 2025 December abs/2512.22570 CoRR https://doi.org/10.48550/arXiv.2512.22570 db/journals/corr/corr2512.html#abs-2512-22570 streams/journals/corr

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. 4730-4744 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2023.3347344 db/journals/access/access12.html#BeeravoluAJMTCMB24

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. 99282-99307 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3428700 db/journals/access/access12.html#RonyFRHAKJBBIL24 streams/journals/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 Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis. 152108-152121 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3476436 db/journals/access/access12.html#BeeravoluMJYPTIAMACB24 streams/journals/access

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. 100362 2024 23 Array https://doi.org/10.1016/j.array.2024.100362 db/journals/array/array23.html#AzamRRFKJBLB24 streams/journals/array

Sami Azam Sidratul Montaha Mohaimenul Azam Khan Raiaan A. K. M. Rakibul Haque Rafid Saddam Hossain Mukta Mirjam Jonkman An Automated Decision Support System to Analyze Malignancy Patterns of Breast Masses Employing Medically Relevant Features of Ultrasound Images. 45-59 2024 37 J. Imaging Inform. Medicine 1 https://doi.org/10.1007/s10278-023-00925-7 db/journals/jdi/jdi37.html#AzamMRRMJ24

Sadia Sultana Chowa Sami Azam Sidratul Montaha Md. Rahad Islam Bhuiyan Mirjam Jonkman Improving the Automated Diagnosis of Breast Cancer with Mesh Reconstruction of Ultrasound Images Incorporating 3D Mesh Features and a Graph Attention Network. 1067-1085 2024 37 J. Imaging Inform. Medicine 3 https://doi.org/10.1007/s10278-024-00983-5 db/journals/jdi/jdi37.html#ChowaAMBJ24 streams/journals/jdi

Abdullah Al Mahmud 0002 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. 18935-18959 2024 October 36 Neural Comput. Appl. 30 https://doi.org/10.1007/s00521-024-10225-y db/journals/nca/nca36.html#MahmudAKMKHHBBJ24 streams/journals/nca

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. 2024 abs/2407.13183 CoRR https://doi.org/10.48550/arXiv.2407.13183 db/journals/corr/corr2407.html#abs-2407-13183 streams/journals/corr

Abhijith Reddy Beeravolu Mirjam Jonkman Sami Azam Friso De Boer Improving ICD coding using Chapter based Named Entities and Attentional Models. 2024 abs/2407.17230 CoRR https://doi.org/10.48550/arXiv.2407.17230 db/journals/corr/corr2407.html#abs-2407-17230 streams/journals/corr

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. 42361-42388 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3272228 db/journals/access/access11.html#RaiaanFKARMJB23

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. 93048-93063 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3309697 db/journals/access/access11.html#HasibAKMSMYJAR23

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. 200233 2023 May 18 Intell. Syst. Appl. https://doi.org/10.1016/j.iswa.2023.200233 db/journals/iswa/iswa18.html#AzamMFRMJ23

Rida Zahra Afifa Shehzadi Muhammad Imran Sharif 0001 Asif Karim Sami Azam Friso De Boer Mirjam Jonkman Mehwish Mehmood Camera-based interactive wall display using hand gesture recognition. 200262 2023 September 19 Intell. Syst. Appl. https://doi.org/10.1016/j.iswa.2023.200262 db/journals/iswa/iswa19.html#ZahraSSKABJM23

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. 200279 2023 November 20 Intell. Syst. Appl. https://doi.org/10.1016/j.iswa.2023.200279 db/journals/iswa/iswa20.html#AzamMRKJBMMC23

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. 61 2023 June 12 J. Sens. Actuator Networks 4 https://doi.org/10.3390/jsan12040061 db/journals/jsan/jsan12.html#MuktaARIAAJ23

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. 5174 2023 23 Sensors 11 https://doi.org/10.3390/s23115174 db/journals/sensors/sensors23.html#AkbulutSAPJYS23

Md. Rafi Ur Rashid Sami Azam Mirjam Jonkman Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. 2023 abs/2308.13545 CoRR https://doi.org/10.48550/arXiv.2308.13545 db/journals/corr/corr2308.html#abs-2308-13545

Inam Ullah Khan Sami Azam Sidratul Montaha Abdullah Al Mahmud 0002 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. 200147 2022 16 Intell. Syst. Appl. https://doi.org/10.1016/j.iswa.2022.200147 db/journals/iswa/iswa16.html#KhanAM0RHJ22

Iris Cathrina Abacan Pilares Sami Azam Serkan Akbulut Mirjam Jonkman Bharanidharan Shanmugam Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS. 4032 2022 22 Sensors 11 https://doi.org/10.3390/s22114032 db/journals/sensors/sensors22.html#PilaresAAJS22

Sara Dhakal Sami Azam Khan Md Hasib Asif Karim Mirjam Jonkman A. S. M. Farhan Al Haque Dementia Prediction Using Machine Learning. 1297-1308 2022 CENTERIS/ProjMAN/HCist https://doi.org/10.1016/j.procs.2023.01.414 conf/centeris/2022 db/conf/centeris/centeris2022.html#DhakalAHKJH22

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. 19304-19326 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3053759 db/journals/access/access9.html#GhoshAJKSISBB21

Abhijith Reddy Beeravolu Sami Azam Mirjam Jonkman Bharanidharan Shanmugam Krishnan Kannoorpatti Adnan Anwar Preprocessing of Breast Cancer Images to Create Datasets for Deep-CNN. 33438-33463 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3058773 db/journals/access/access9.html#BeeravoluAJSKA21

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. 66282-66308 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3076794 https://www.wikidata.org/entity/Q120081168 db/journals/access/access9.html#IgnatiousAJB21

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. 126481-126501 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3109168 db/journals/access/access9.html#AntonyAIQBJB21

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. 14-20 2021 ICISDM https://doi.org/10.1145/3471287.3471297 conf/icisdm/2021 db/conf/icisdm/icisdm2021.html#GhoshAKJH21 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. 1-8 2021 IJCNN https://doi.org/10.1109/IJCNN52387.2021.9534293 conf/ijcnn/2021 db/conf/ijcnn/ijcnn2021.html#GhoshAHKJA21 Pronab Ghosh Sami Azam Asif Karim Md. Mehedi Hassan Kuber Roy Mirjam Jonkman A Comparative Study of Different Machine Learning Tools in Detecting Diabetes. 467-477 2021 KES https://doi.org/10.1016/j.procs.2021.08.048 conf/kes/2021 db/conf/kes/kes2021.html#GhoshAKHRJ21 Thimothy Miles Eva Ignatious Sami Azam Mirjam Jonkman Friso De Boer Mathematically Modelling the Brain Response to Auditory Stimulus. 151-156 2021 TENCON https://doi.org/10.1109/TENCON54134.2021.9707290 conf/tencon/2021 db/conf/tencon/tencon2021.html#MilesIAJB21

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. 209 2019 10 Inf. 6 https://doi.org/10.3390/info10060209 db/journals/information/information10.html#SalehKSAKJB19

Rahul Shokeen Bharanidharan Shanmugam Krishnan Kannoorpatti Sami Azam Mirjam Jonkman Mamoun Alazab Vulnerabilities Analysis and Security Assessment Framework for the Internet of Things. 22-29 2019 CCC https://doi.org/10.1109/CCC.2019.00-14 conf/ccc2/2019 db/conf/ccc2/ccc2019.html#ShokeenSKAJA19 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. 47-55 2019 CCC https://doi.org/10.1109/CCC.2019.00-10 conf/ccc2/2019 db/conf/ccc2/ccc2019.html#PantaASYJBA19 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. 418-429 2017 ISDA https://doi.org/10.1007/978-3-319-76348-4_41 conf/isda/2017 db/conf/isda/isda2017.html#ManlangitASKJB17 Kushal Gurung Sami Azam Bharanidharan Shanmugam Krishnan Kannoorpatti Mirjam Jonkman Arasu Balasubramaniam A Novel Approach for Steganography App in Android OS. 442-450 2017 ISDA https://doi.org/10.1007/978-3-319-76348-4_43 conf/isda/2017 db/conf/isda/isda2017.html#GurungASKJB17 Sami Azam Travis Brown Mirjam Jonkman Friso De Boer Effect of stimulus phase reversal on the 20-35 Hz frequency component of the AEP. 725-729 2011 BMEI https://doi.org/10.1109/BMEI.2011.6098401 conf/bmei/2011 db/conf/bmei/bmei2011.html#AzamBJB11 Sami Azam Travis Brown Mirjam Jonkman Friso De Boer An acquisition method for the MLR of auditory evoked potentials. 1036-1040 2011 BMEI https://doi.org/10.1109/BMEI.2011.6098403 conf/bmei/2011 db/conf/bmei/bmei2011.html#AzamBJB11a Mohamed Elgendi Mirjam Jonkman Friso De Boer Heart Rate Variability Measurement using the Second Derivative Photoplethysmogram. 82-87 2010 BIOSIGNALS conf/biostec/2010bs db/conf/biostec/biosignals2010.html#ElgendiJB10 Mohamed Elgendi Mirjam Jonkman Friso De Boer Heart Rate Variability and the Acceleration Plethysmogram Signals Measured at Rest. 266-277 2010 BIOSTEC (Selected Papers) https://doi.org/10.1007/978-3-642-18472-7_21 conf/biostec/2010ccis db/conf/biostec/biostec2010ccis.html#ElgendiJB10b Mohamed Elgendi Mirjam Jonkman Friso De Boer Frequency Bands Effects on QRS Detection. 428-431 2010 BIOSIGNALS conf/biostec/2010bs db/conf/biostec/biosignals2010.html#ElgendiJB10a Mohamed Elgendi Mirjam Jonkman Friso De Boer Premature atrial complexes detection using the Fisher Linear Discriminant. 83-88 2008 IEEE ICCI https://doi.org/10.1109/COGINF.2008.4639154 https://doi.ieeecomputersociety.org/10.1109/COGINF.2008.4639154 conf/IEEEicci/2008 db/conf/IEEEicci/IEEEicci2008.html#ElgendiJB08 Arefin Ittesafun Abian Jubaer Ahmad Serkan Akbulut Mamoun Alazab Efthymia Alexopoulou Reda Alhajj Mohammed Eunus Ali Linta Antony Adnan Anwar Sami Azam Arasu Balasubramaniam Abhijith Reddy Beeravolu Jemima Beissbarth Md. Rahad Islam Bhuiyan Ritu Biswas Friso De Boer Mark Brady Travis Brown Anne B. Chang Sadia Sultana Chowa Sara Dhakal Mohamed Elgendi Nur Mohammad Fahad Kayes Uddin Fahim Kaniz Fatema Pronab Ghosh Kushal Gurung A. S. M. Farhan Al Haque Aminul Haque Md. Zahid Hasan Khan Md Hasib Md. Mehedi Hassan Eva Ignatious Salekul Islam Sheikh Mohammed Shariful Islam Md. Jakarea Krishnan Kannoorpatti Asif Karim Inam Ullah Khan Amanda Leach Abdullah Al Mahmud 0002 Sylvester Manlangit Ahmed Al Marouf Ian Brent Masters Gabrielle McCallum Mehwish Mehmood Thimothy Miles Sidratul Montaha Md. Saddam Hossain MuktaSaddam Hossain Mukta Yuba Raj Panta Israt Jahan Payel Iris Cathrina Abacan Pilares Spyridon Prountzos Ryana Quadir A. K. M. Rakibul Haque Rafid Mohamed Abdur RahmanMd. Abdur Rahman Mohaimenul Azam Khan Raiaan Md. Rafi Ur Rashid Jon G. Rokne Md Awlad Hossain Rony Md. Awlad Hossen Rony Kuber Roy Abdul Jabbar Saleh Yakub Sebastian Farida Habib Semantha F. M. Javed Mehedi Shamrat Bharanidharan Shanmugam Muhammad Sharif 0001Muhammad Imran Sharif 0001 Afifa Shehzadi Rahul Shokeen Shahana Shultana Debopom Sutradhar Rahul J. Thomas Kheng Cher Yeo Rida Zahra Yan Zhang 0036