Publications

JOURNAL PAPERS

2026

16. Md Rabiul Islam, Mohammed Yusuf Ansari, Hasan Kurban, and Erchin Serpedin, “A Multimodal Interpretable Approach to Lung Nodule Diagnosis from CT with Radiology and Anatomy‑Aware Text” IEEE Transactions on Radiation and Plasma Medical Sciences, Under Review, Submitted on Aug. 12, 2025, https://doi.org/10.36227/techrxiv.175695591.16050962/v1 [PDF]

15. Md Rabiul Islam, Md Kamrul Hasan, Hasan Kurban, and Erchin Serpedin, “Bayesian Probabilistic Knowledge from Diameter Prior for Decision Fusion to Detect Lung Nodule Heterogeneity ” IEEE Transactions on Artificial Intelligence, Accepted, 2026 [PDF]

14. Mohammed Yusuf Ansari, Md Rabiul Islam, Khalid Qaraqe, Raffaella Righetti, Erchin Serpedin, Marwa Qaraqe, “ECGNextFormer: A Lightweight, Scalable, and Explainable Architecture for Estimating Cardiovascular Well‑being from Electrocardiograms” IEEE Transactions on Artificial Intelligence, Accepted, 2026.

13. Mohammed Yusuf Ansari, Md Rabiul Islam, Mohammed Ishaq, Ibrahim Al‑Muteb, Mohammed Yaqoob, Eduardo Feo‑Flushing, Wajid Yousuf, Sarada Prasad Dakua, Marwa Qaraqe, “LeadKAN: A Low‑Rank Kernelized Kolmogorov–Arnold Network for Efficient Nonlinear Representation of Electrocardiogram Signals” IEEE Open Journal of Signal Processing, Under Review, Submitted on Sep. 29, 2025.

2024

12. Md Rabiul Islam, Marwa Qaraqe, and Erchin Serpedin, “CoST-UNet: Convolution and swin transformer based deep learning architecture for cardiac segmentation” Biomedical Signal Processing and Control, Vol. 96, October 2024, 106633 , https://doi.org/10.1016/j.bspc.2024.106633 [PDF]

11. Md Rabiul Islam, Marwa Qaraqe, Khalid Qaraqe, and Erchin Serpedin, “CAT-Net: Convolution, attention, and transformer based network for single-lead ECG arrhythmia classification” Biomedical Signal Processing and Control, Vol. 93, July 2024, 106211, https://doi.org/10.1016/j.bspc.2024.106211 [PDF]

10. Md. Tobibul Islam, Md Enamul Hoque, Mohammad Ullah, Md. Toufiqul Islam, Nabila Akter Nishu, and Md Rabiul Islam, “CNN-BasedDeep LearningApproachforClassificationof InvasiveDuctal andMetastasis TypesofBreastCarcinoma” Cancer Medicine, vol. 13, no. 16,  p. e70069, Aug. 2024, https://doi.org/10.1002/cam4.70069 

2021

9. Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md. Rashed-Al-Mahfuz, Md. Saiful Islam, Md. Kamrul Hasan, Md. Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, AKM Azad, Salem A. Alyami, Md Atiqur Rahman Ahad, and Pietro Lio’ (2021), “Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques” IEEE Access, vol. 9, pp. 94601-94624, https://doi.org/10.1109/ACCESS.2021.3091487  [PDF]

8. Md. Rabiul Islam, Md. Milon Islam, Mohammad Ali Moni, Salem A. Alyami Mohiuddin Ahmad, Chayan Mondal, Md. Mustafizur Rahman, Md. Abdul Awal Suvojit Kumar Singha, (2021) “EEG Channel Correlation Based Model for Emotion Recognition” Computers in Biology and Medicine, v.136, p 104757, https://doi.org/10.1016/j.compbiomed.2021.104757 [PDF]

7. Mohammad Marufur Rahman, Md. Milon Islam, Md. Motaleb Hossen Manik, Md. Rabiul Islam and Mabrook S. Al-Rakhami, (2021), “Machine Learning Approaches for Tackling Novel Coronavirus  (COVID-19)  Pandemic” SN Computer Science, vol. 2, no. 5, pp.1-10, https://doi.org/10.1007/s42979-021-00774-7 [PDF]

6. Mondal, C., Hasan, M.K., Ahmad, M., Awal, M.A., Jawad, M.T., Dutta, A., Islam, M.R. and Moni, M.A., 2021. "Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images". Informatics in Medicine Unlocked,  vol. 27, p.100794. . https://doi.org/10.1016/j.imu.2021.100794 [PDF]

5. Md. Mustafizur Rahman, Ajay Krishno Sarkar, Md. Amzad Hossain, Md. Selim Hossain, Md. Rabiul Islam, Md. Biplob Hossain, Julian M.W. Quinn and Mohammad Ali Moni, (2021), “Recognition of human emotions using EEG signals: A review,” Computers in Biology and Medicine, v. 136, p. 104696, https://doi.org/10.1016/j.compbiomed.2021.104696 [PDF]

4. Zillur Rahman, Md. Sabir Hossain, Md. Rabiul Islam, Md. Mynul Hasan and Rubaiyat Alim Hridhee, (2021) “An Approach for Multiclass Skin Lesion Classification Based on Ensemble Learning” Informatics in Medicine Unlocked. https://doi.org/10.1016/j.imu.2021.100659 [PDF]

2020

3. Md. Milon Islam, Md. Repon Islam, Md. Saiful Islam, Sheikh Nooruddin, Muhammad Nomani Kabir and Md. Rabiul Islam, (2020), “Deep Learning Based Systems Developed for Fall Detection: A Review” IEEE Access, vol. 8, pp. 166117-166137 https://doi.org/10.1109/ACCESS.2020.3021943 [PDF]

2. Md. Milon Islam, Saifuddin Mahmud, L. J. Muhammad, Md. Rabiul Islam, Sheikh Nooruddin, Safial Islam Ayon, (2020) “Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19),” SN Computer Science, vol. 1, no. 6, pp.1-9. https://doi.org/10.1007/s42979-020-00335-4 [PDF]

2019

1.  Md. Milon Islam, Nieb Hasan Neom, Md. Samir Imtiaz, Sheikh Nooruddin, Md. Repon Islam and Md. Rabiul Islam, (2019), "A Review on Fall Detection Systems Using Data from Smartphone Sensors," Ingénierie des Systèmes d’Information (Information Systems Engineering), Lavoisier, vol. 24, no. 6, pp. 569-576. https://doi.org/10.18280/isi.240602 [PDF]

CONFERENCE PAPERS

2026

8.  Md Rabiul Islam, Mohammed Yusuf Ansari, Chayan Mondal, Hasan Kurban, and Erchin Serpedin, “Monte Carlo Dropout for Robust and Uncertainty‑Aware Lung Nodule Classification,” 34th European Signal Processing Conference (EUSIPCO 2026), will be held in Belgium from Aug. 31 to Sep. 4, 2026, under review, submitted on Feb. 12, 2026.

7.  Mohammed Yusuf Ansari, Md Rabiul Islam, Mohammed Ishaq, Mohammed Yaqoob, Eduardo Feo Flushing, and Erchin Serpedin, “Geometric Embeddings for Explainable Arrhythmia Classification with Uncertainty Quantification,” The 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2026), will be held in Canada from 26–30 Jul. 2026, Under Review, Submitted on Feb. 6, 2026.

2022

6. F. Fahim, M. T. Ahmed, M. N. M. Shuvo and M. R. Islam, “A Comparison between Different Kernels of Support Vector Machine to Predict Cardiovascular Diseases Using Phonocardiogram Signal,” 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 01 July 2022, Bhilai, India. https://doi.org/10.1109/ICAECT54875.2022.9808063  [Link]

2021

5. Suvojit Kumar Singha, Mohiuddin Ahmad and Md. Rabiul Islam, “Multiple Regression Analysis Based Non-Invasive Blood Glucose Level Estimation Using Photoplethysmography,” 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh. https://doi.org/10.1109/acmi53878.2021.9528219 [Link]

2019

4. Md. Rabiul Islam and Mohiuddin Ahmad, “Virtual Image from EEG to Recognize Appropriate Emotion using Convolutional Neural Network” 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, Dhaka, Bangladesh. https://doi.org/10.1109/icasert.2019.8934760 [PDF]

3. Md. Rabiul Islam and Mohiuddin Ahmad, “Wavelet Analysis Based Classification of Emotion from EEG Signal,” 2nd International Conference on Electrical, Computer and Communication Engineering (ECCE 2019), Cox’s Bazar, Bangladesh, February 2019. https://doi.org/10.1109/ecace.2019.8679156 [PDF]

2016

2. Md. Rabiul Islam, Chayan Mondal, Md. Kawsar Azam and Abu Syed Md. Jannatul Islam, "Text Detection and Recognition using Enhanced MSER Detection and a Novel OCR Technique," 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2016, pp. 15-20. https://doi.org/10.1109/iciev.2016.7760054 [PDF]

2015

1. Chayan Mondal, Md. Kawsar Azam, Mohiuddin Ahmad, S. M. Kamrul Hasan and Md. Rabiul Islam, "Design and Implementation of a Prototype Electrooculography Based Data Acquisition System,” Proc. of 2nd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2015), Jahangirnagar University, Dhaka, Bangladesh, May 2015. https://doi.org/10.1109/iceeict.2015.7307395 [PDF]