By Dr Md Mahmudul Hasan

Journal articles

Hasan MM; Phu J; Wang H; Sowmya A; Kalloniatis M; Meijering E, 2025, 'OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-025-87219-w

Hasan MM; Phu J; Wang H; Sowmya A; Meijering E; Kalloniatis M, 2025, 'Predicting visual field global and local parameters from OCT measurements using explainable machine learning', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-025-89557-1

Hasan N; Rana MM; Hasan MM; Azad AKM; Afroz D; Komol MMR; Aktar M; Moni MA, 2025, 'STSA-Based Early-Stage Detection of Small Brain Tumors Using Neural Network', Engineering Reports, 7, http://dx.doi.org/10.1002/eng2.70135

Ferdowsi M; Hasan MM; Habib W, 2024, 'Responsible AI for cardiovascular disease detection: Towards a privacy-preserving and interpretable model', Computer Methods and Programs in Biomedicine, 254, http://dx.doi.org/10.1016/j.cmpb.2024.108289

Hasan MM; Phu J; Sowmya A; Meijering E; Kalloniatis M, 2024, 'Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases', Clinical and Experimental Optometry, 107, pp. 130 - 146, http://dx.doi.org/10.1080/08164622.2023.2235346

Hasan MM; Watling CN; Larue GS, 2024, 'Validation and interpretation of a multimodal drowsiness detection system using explainable machine learning', Computer Methods and Programs in Biomedicine, 243, http://dx.doi.org/10.1016/j.cmpb.2023.107925

Hasan MM; Watling CN; Larue GS, 2022, 'Physiological signal-based drowsiness detection using machine learning: Singular and hybrid signal approaches', Journal of Safety Research, 80, pp. 215 - 225, http://dx.doi.org/10.1016/j.jsr.2021.12.001

Roy S; Ahsan SMT; Mondol N; Hasan MM; Kundu D; Boby SM; Hassan M; Hossain MS; Islam MR; Hossain MB; Dhar S; Hossain MA, 2022, 'Comparative investigation into key optoelectronic characteristics of semipolar InGaN blue laser diodes: A strategy to mitigate quantum-confine stark effect', RESULTS IN PHYSICS, 34, http://dx.doi.org/10.1016/j.rinp.2022.105246

Komol MMR; Hasan MM; Elhenawy M; Yasmin S; Masoud M; Rakotonirainy A, 2021, 'Crash severity analysis of vulnerable road users using machine learning', Plos One, 16, http://dx.doi.org/10.1371/journal.pone.0255828

Watling CN; Mahmudul Hasan M; Larue GS, 2021, 'Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review', Accident Analysis and Prevention, 150, http://dx.doi.org/10.1016/j.aap.2020.105900

Hasan MM; Hasan N; Alsubaie MSA; Komol MMR, 2021, 'Diagnosis of tobacco addiction using medical signal: An EEG-based time-frequency domain analysis using machine learning', Advances in Science Technology and Engineering Systems, 6, pp. 842 - 849, http://dx.doi.org/10.25046/aj060193

Hasan MM; Hasan N; Alsubaie MSA, 2021, 'Development of an EEG Controlled Wheelchair Using Color Stimuli: A Machine Learning Based Approach', Advances in Science, Technology and Engineering Systems Journal, 6, pp. 754 - 762, http://dx.doi.org/10.25046/aj060287

Hasan MM; Hasan N; Afroz D; Jibon FA; Hossen MA; Parvage MS; Aongkon JS, 2021, 'Electroencephalogram Based Medical Biometrics using Machine Learning: Assessment of Different Color Stimuli', Advances in Science, Technology and Engineering Systems Journal, 6, pp. 27 - 34, http://dx.doi.org/10.25046/aj060304

Roy S; Kiratnia SG; Roy PN; Hasan MM; Howlader AH; Rahman MS; Islam MR; Rana MM; Abdulrazak LF; Mehedi IM; Islam MS; Hossain MB, 2020, 'Numerical investigation into optoelectronic performance of ingan blue laser in polar, non-polar and semipolar crystal orientation', Crystals, 10, pp. 1 - 24, http://dx.doi.org/10.3390/cryst10111033

Karim MA; Hasan MM; Khan MIH, 2019, 'A simplistic and efficient method of estimating air-conditioning load of commercial buildings in the sub-tropical climate', ENERGY AND BUILDINGS, 203, http://dx.doi.org/10.1016/j.enbuild.2019.109396

Conference Papers

Hasan N; Rana MM; Hasan MM; Moni MA, 2023, 'AI-Enhanced Biomedical Antennas for 2mm Brain Tumor Detection Using Scattering, Admittance and Impedance Parameters: A Comparative Analysis', in 2023 International Conference on Information and Communication Technology for Sustainable Development Icict4sd 2023 Proceedings, pp. 219 - 223, http://dx.doi.org/10.1109/ICICT4SD59951.2023.10303373

Angan RB; Hossain MS; Nobel SS; Hasan MM, 2023, 'Health Monitoring of Old Buildings in Bangladesh: Detection of Cracks and Dampness Using Image Processing', in 2023 International Conference on Next Generation Computing Iot and Machine Learning Ncim 2023, http://dx.doi.org/10.1109/NCIM59001.2023.10212708

Brahmavar SB; Rajesh R; Dash T; Vig L; Verlekar TT; Hasan MM; Khan T; Meijering E; Srinivasan A, 2023, 'IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification', in Proceedings International Conference on Image Processing Icip, pp. 2400 - 2404, http://dx.doi.org/10.1109/ICIP49359.2023.10221899

Hossain MS; Angan RB; Hasan MM, 2023, 'Pothole Detection and Estimation of Repair Cost in Bangladeshi Street: AI-based Multiple Case Analysis', in 3rd International Conference on Electrical Computer and Communication Engineering Ecce 2023, http://dx.doi.org/10.1109/ECCE57851.2023.10101579

Paul U; Hasan MM; Hasan MM; Salam SA; Dina NJ; Sultana T, 2023, 'Time Series Forecasting for Potato Price Prediction in Bangladeshi Market: A Comparative Study', in 2023 6th International Conference on Electrical Information and Communication Technology Eict 2023, http://dx.doi.org/10.1109/EICT61409.2023.10427913

Fahim F; Al Farabi A; Hasan MS; Hasan MM, 2022, 'Diagnosis of Diabetes using Clinical Features: An Analysis based on Machine Learning Techniques', in 3rd International Informatics and Software Engineering Conference Iisec 2022, http://dx.doi.org/10.1109/IISEC56263.2022.9998257

Hossain MS; Hasan T; Hasan MM; Rahman MM; Sabiha MM, 2022, 'English Character recognition using EEG-based Visual stimulations: A Machine Learning Analysis', in 2022 International Conference on Innovations in Science Engineering and Technology Iciset 2022, pp. 373 - 378, http://dx.doi.org/10.1109/ICISET54810.2022.9775921

Hasan MM; Hasan N; Rahman A; Rahman MM, 2019, 'Effect of Smoking in EEG Pattern and Time-Frequency Domain Analysis for Smoker and Non-Smoker', in 5th International Conference on Computer Communication Chemical Materials and Electronic Engineering Ic4me2 2019, http://dx.doi.org/10.1109/IC4ME247184.2019.9036492

Hasan N; Hasan MM; Alim MA, 2019, 'Design of EEG Based Wheel Chair by Using Color Stimuli and Rhythm Analysis', in 1st International Conference on Advances in Science Engineering and Robotics Technology 2019 Icasert 2019, http://dx.doi.org/10.1109/ICASERT.2019.8934493

Hasan MM; Hasan N; Islam MM; Suhi M, 2019, 'Human Identification Based on Color Stimuli', in 1st International Conference on Advances in Science Engineering and Robotics Technology 2019 Icasert 2019, http://dx.doi.org/10.1109/ICASERT.2019.8934893

Hasan MM; Ashfaqulislam M; Imtiyaz SA; Mahbubhasan M, 2018, 'Presumption method for detecting and analyzing human mental behavior by employing EEG signal', in 4th International Conference on Electrical Engineering and Information and Communication Technology Iceeict 2018, pp. 519 - 523, http://dx.doi.org/10.1109/CEEICT.2018.8628137

Hasan MM; Sohag MHA; Ahmad M, 2017, 'EEG biometrics based on small intra-individual & large inter-individual difference of extracted features', in Icecte 2016 2nd International Conference on Electrical Computer and Telecommunication Engineering, http://dx.doi.org/10.1109/ICECTE.2016.7879629

Hasan M; Sohag HA; Ali E; Ahmad M, 2017, 'Estimation of the most effective rhythm for human identification using EEG signal', in Proceedings of 9th International Conference on Electrical and Computer Engineering Icece 2016, pp. 90 - 93, http://dx.doi.org/10.1109/ICECE.2016.7853863

Sohag HA; Hasan M; Khatun M; Ahmad M, 2016, 'An accurate and efficient solar tracking system using image processing and LDR sensor', in 2nd International Conference on Electrical Information and Communication Technologies Eict 2015, pp. 522 - 527, http://dx.doi.org/10.1109/EICT.2015.7392008

Other

Hasan MM; Phu J; Sowmya A; Meijering E; Kalloniatis M, 2024, CPD: Artificial intelligence 3: AI and diagnosis of glaucoma and neurodegenerative disease, http://dx.doi.org/10.12968/opti.2024.269.6945.25

Hasan MM; Meijering E; Sowmya A; Kalloniatis M; Phu J, 2024, A basic introduction to artificial intelligence for eye care professionals, http://dx.doi.org/10.12968/opti.2024.269.6937.33

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