平博亚洲版

Department of Electronics and Communication Engineering

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Dr. A. B. M. Aowlad Hossain

Professor
+88 041 769468-75 Ext. 269
[email protected]
Research Interest: *Medical Imaging * Biomedical Image Processing * Biomedical Signal Processing * Computer Aided Diagnosis * Modeling and Simulation Physiological Systems

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Publication

Journal
30. M. N. Hasan and A. B. M. A. Hossain, "Fetal Brain Planes Classification Using DeepEnsemble Transfer Learning from U-Net Segmented Fetal Neurosonography Images," International Journal of Image Graphics and Signal Processing , vol. 16, no.4, 2024 .
29. M. R. Hasan, A. B. M. A. Hossain and S. M. A. Ullah, "Ensemble ResDenseNet: Alzheimer鈥檚 disease staging from brain MRI using deep weighted ensemble transfer learning," International Journal of Computers and Applications , vol. 46, no.7, 2024 .
28. M. A. Rahman, M. A. Noman and A. B. M. A. Hossain, "Segmentation and Classification of Left Ventricular Abnormalities in Cardiac MRI Using Initial Point Prediction based Deformable Model," Future Computing and Informatics Journal , vol. 8, no.2, 2024 .
27. F. Khanam, M. Ahmad and A. B. M. A. Hossain, "Investigation of the neural correlation with task performance and its effect on cognitive load level classification," PLoS ONE , vol. 18, no.12, 2023 .
26. M. I. Ahmed, M. Foysal, M. D. Chaity and A. B. M. A. Hossain, "DeepRoadNet: A deep residual based segmentation network for road map detection from remote aerial image," IET Image Process , 2023 .
25. P. Goswami and A. B. M. A. Hossain, "Street Object Detection from Synthesized and Processed Semantic Image: A Deep Learning Based Study," Human-Centric Intelligent Systems , 2023 .
24. M. A. Maria, M. A. H. Akhand, A. B. M. A. Hossain, M. A. S. Kamal and K. Yamada, "A Comparative Study on Prominent Connectivity Features for Emotion Recognition from EEG," IEEE Access , vol. 11, 2023 .
23. M. Foysal, A. B. M. A. Hossain, A. Yassine and M. S. Hossain, "Detection of COVID-19 Case from Chest CT Images Using Deformable Deep Convolutional Neural Network," Journal of Healthcare Engineering , 2023 .
22. A. B. M. A. Hossain, J. K. Nisha and F. Johora, "Breast Cancer Classification from Ultrasound Images using VGG16 Model based Transfer Learning," International Journal of Image, Graphics and Signal Processing , vol. 15, no.1, 2023 .
21. F. Khanam, A. A. Hossain and M. Ahmad, "Electroencephalogram-based cognitive load level classification using wavelet decomposition and support vector machine," Brain-Computer Interfaces , 2022 .
20. F. Khanam, A. A. Hossain and M. Ahmad, "Statistical Valuation of Cognitive Load Level Hemodynamics from Functional Near-Infrared Spectroscopy Signals," Neuroscience Informatics , 2022 .
19. A. B. M. A. Hossain, D. K. Saha and Z. A. Ratan, "Study on viscosity induced contrast in ultrasound color flow imaging of carotid atherosclerosis," International Journal of Electrical and Computer Engineering , vol. 11, no.5, 2021 .
17. Z. A. Nazi, A. B. M. A. Hossain and M. M. Islam, "Motor Imagery EEG Classification Using Random Subspace Ensemble Network with Variable Length Features," Int J Bioautomation , vol. 25, no.1, 2021 .
15. R. Bhakta and A. B. M. A. Hossain, "Lung Tumor Segmentation and Staging from CT Images Using Fast and Robust Fuzzy C-Means Clustering," International Journal of Image, Graphics and Signal Processing , vol. 12, no.1, 2020 .
14. N. Zobayer, A. A. Hossain and M. A. Rahman, "A combined view of B-cell epitope features in antigens," Bioinformation , vol. 15, no.7, 2019 .
13. M. M. Islam, Z. A. Nazi, A. B. M. A. Hossain and M. M. Rana, "Data Prediction in Distributed Sensor Networks Using Adam Bashforth Moulton Method," Journal of Sensor Technology , 2018 .
12. N. Zobayer and A. A. Hossain, "In silico Characterization and Homology Modeling of Histamine Receptors," Journal of Biological Sciences , 2018 .
11. N. Zobayer and A. B. M. A. Hossain, "B and T-cell Epitopes Based Vaccine Design in Api m3 Allergen of Apis mellifera: An Immunoinformatics Approach," Journal of Medical Sciences , vol. 18, 2018 .
10. A. B. M. A. Hossain, M. H. Cho and S. Y. Lee, "Study on Compression Induced Contrast in X-ray Mammograms Using Breast Mimicking Phantoms," Int. J. Bioautomation , vol. 19, no.3, 2015 .
9. A. A. Hossain, M. W. Rahman and a. M. A. Riheen, "Left and Right Hand Movements EEG Signals Classification Using Wavelet Transform and Probabilistic Neural Network," International Journal of Electrical and Computer Engineering , vol. 5, no.1, 2015 .
9. A. B. M. A. Hossain and M. A. Haque, "Analysis of Noise Sensitivity of Different ECG Detection Algorithms," International Journal of Electrical and Computer Engineering , vol. 3, no.3, 2013 .
8. A. B. M. A. Hossain and L. H. Kang, "Ultrasound Beam Focusing Considering the Cutaneous Fat Layer Effects," Int. J. Bioautomation , 2013 .
7. J. G. Kim, A. A. Hossain, J. H. Shin and S. Y. Lee, "Calculation of strain images of a breast-mimicking phantom from 3D CT image data," Medical Physics , vol. 39, no.9, 2012 .
6. A. A. Hossain, M. Cho and S. Lee, "A simulation study on iterative shear velocity image reconstruction for ultrasound transient elastography," Biomedical Engineering Letters , 2012 .
5. A. B. M. A. Hossain, M. Cho and a. S. Lee, "Magnetic nanoparticle density mapping from the magnetically induced displacement data: A simulation study," Biomedical Engineering Online , vol. 11, 2012 .
4. A. B. M. A. Hossain, L. Kang, J. S. Kim, M. Cho and S. Lee, "Compensation of fat layer effects in ultrasound imaging using an inclined-fat-layer model derived from magnetic resonance images," Acoustical Physics , vol. 57, no.2, 2011 .
3. A. B. M. A. Hossain, M. Cho and S. Lee, "Compression induced contrast change in X-ray mammograms: A simulation study," Biomedical Engineering Letters , 2011 .
2. H. G. Kim, A. A. Hossain, S. Lee and M. Cho, "Computer simulation for x-ray breast elastography," J. of Biomed. Eng. Res. , vol. 32, no.2, 2011 .
1. M. F. Hossain, M. N. Mollah, A. A. Hossain, M. M. Rahman and a. A. N. M. E. Kabir, "Phase properties of chebyshev distributed electromagnetic bandgap structures (EBGSs) for phased arrays," Journal of Electrical Engineering , 2006 .
Conference
42. U. Saima, N. K. Das and A. B. M. A. Hossain, "Data Analysis on Dental Patients with Medical Co-Morbidities Using Machine Learning Algorithm," 15th International Conference on Computing Communication and Networking Technologies, Kamand, India, 2024 .
41. S. M. A. Ullah and A. B. M. A. Hossain, "Hypertension Prediction Using Stacked Ensemble Model from Imbalanced Clinical Data," International Conference on Advances in Computing, Communication, Electrical and Smart Systems, Dhaka, Bangladesh, 2024 .
40. P. Goswami, A. A. Hossain and A. Sakib, "An End-to-End Web-Based System for Rice Leaf Disease Classification Using Deep Learning," Proc. Proceedings of International Joint Conference on Advances in Computational Intelligence, India, 2023 .
39. M. F. Wahid and A. B. M. A. Hossain, "Retinal Optical Coherence Tomography Image Denoising using Convolutional Autoencoder," 14th International Conference on Computing Communication and Networking Technologies, Kolkata, India, 2023 .
38. M. A. Maria, A. B. M. A. Hossain and M. A. H. Akhand, "Emotion Recognition from EEG Using Mutual Information Based Feature Map and CNN," Machine Intelligence and Emerging Technologies, 2023 .
37. M. E. Karim and A. B. M. A. Hossain, "SAR Analysis of Human Head Model Using Common Antennas of 4G LTE Mobile Communications," 4th International Conference on Electrical, Computer and Communication Technologies, Erode, India, 2021 .
36. S. S. Islam and A. B. M. A. Hossain, "Glioma Segmentation from Multimodal MRI using U-Net Convolutional Neural Networks," International Conference on Applied Electromagnetics, Signal Processing and Communication, Bhubaneswar, India, 2021 .
35. M. Foysal and A. B. M. A. Hossain, "COVID-19 Detection from Chest CT Images using Ensemble Deep Convolutional Neural Network," 2nd International Conference for Emerging Technology, Belgaum, India, 2021 .
34. M. F. Wahid and A. B. M. A. Hossain, "Classification of Diabetic Retinopathy from OCT Images using Deep Convolutional Neural Network with BiLSTM and SVM," 12th International Conference on Computing Communication and Networking Technologies, Kharagpur, India, 2021 .
33. A. Ghosh, A. A. Hossain and S. T. U. Raju, "Classification of Diabetic Retinopathy Using Few-Shot Transfer Learning from Imbalanced Data," 7th International Conference on Advanced Computing and Communication Systems, Coimbatore, India., 2021 .
32. M. A. Noman, A. A. Hossain and M. A. Rahman, "A Novel Self-initiated Active Contour Model Approach for Automatic Abnormality Detection from the Left Ventricle of Cardiac MRI," 76th Annual Scientific Congress of the Japanese Society of Radiological Technology, Yokohama, Japan, 2020 .
31. H. Ashik and A. B. M. A. Hossain, "Simultaneous Transmission of Biomedical Signals Using DS-CDMA," International Conference on Innovation in Engineering and Technology, Dhaka, Bangladesh, 2018 .
30. M. A. Noman, A. B. M. A. Hossain and M. A. Rahman, "Initial Point Prediction based Parametric Active Contour Model for Left Ventricle Segmentation of CMRI Images," International Joint Conference on Computational Intelligence, Dhaka, Bangladesh, 2018 .
29. S. Ahmed, K. M. Saifuddin, A. S. Ahmed, A. B. M. A. Hossain and M. T. Iqbal, "Identification and Volume Estimation of Dental Caries using CT Image," IEEE International Conference on Telecommunications and Photonics, Dhaka, Bangladesh., 2017 .
28. M. M. Islam, Z. A. Nazi, M. M. Rana and A. A. Hossain, "Information Prediction in Sensor Networks Using Milne-Simpson鈥檚 Scheme," Proc. of 4th International Conference on Advances in Electrical Engineering, Dhaka, Bangladesh, 2017 .
27. M. Jahiruzzaman, M. A. N. I. Fahim, S. Mostafa and A. B. M. A. Hossain, "An Adaptive Reconfigurable Radix-2n FFT/IFFT Architecture," 5th International Conference on Informatics, Electronics & Vision, Dhaka, Bangladesh, 2016 .
26. M. A. N. I. Fahim, S. Mostafa, J. Tasnim and A. B. M. A. Hossain, "Alignment of 3-D Scanning Data for Polygonal Mesh based on Modified Triangulation," 6th International Conference on Informatics, Electronics Vision, Himeji, Japan, 2016 .
25. A. B. M. A. Hossain, D. K. Saha and M. Jahiruzzaman, "Study on Ultrasound Color Flow Imaging of Renal Artery Stenosis Using Computational Hemodynamics," 5th International Conference on Informatics, Electronics & Vision, Dhaka, BD, 2016 .
24. S. Mostafa, M. A. N. I. Fahim and A. B. M. A. Hossain, "A New Chaos Based Medical Image Encryption Scheme," 6th International Conference on Informatics, Electronics Vision, Himeji, Japan, 2016 .
23. M. Jahiruzzaman and A. B. M. A. Hossain, "ECG Based Biometric Human Identification Using Chaotic Encryption," 2nd International Conference on Electrical Engineering and Information Communication Technology, Jahangirnagar University, Dhaka, Bangladesh., 2015 .
22. M. Jahiruzzaman, A. B. M. A. Hossain and S. Saha, "Implementation of 2D Torus Automorphisms for Image Encryption on FPGA," 2nd International Conference on Electrical Engineering and Information Communication Technology, Jahangirnagar University, Dhaka, Bangladesh., 2015 .
21. D. K. Saha and A. B. M. A. Hossain, "A Simulation Study on Viscosity Change Effects in Ultrasound Based Carotid Atherosclerosis Diagnosis," 3rd International Conference on Advances in Electrical Engineering, , IUB, Dhaka, Bangladesh, 2015 .
20. N. Zahan, A. B. M. A. Hossain and S. Mostafa, "Simulation Study on Nonlinear Ultrasound Imaging Using Different Realistic Synthetic Phantoms," IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering, BUET, Dhaka, Bangladesh, 2015 .
19. M. Jahiruzzaman and A. B. M. A. Hossain, "Detection and Classification of Diabetic Retinopathy Using K-Means Clustering and Fuzzy Logic, Detection and Classification of Diabetic Retinopathy Using K-Means Clustering and Fuzzy Logic," 18th International Conference of Computer and Information Technology, Dhaka, Bangladesh, 2015 .
18. M. M. H. Mishu, A. B. M. A. Hossain and M. E. A. Emon, "Denoising of ECG Signals Using Dual Tree Complex Wavelet Transform," 17th International Conference of Computer and Information Technology, DIU, Dhaka, Bangladesh, 2014 .
17. M. M. H. Shuvo, A. B. M. A. Hossain and K. C. Roy, "Ultrasound Strain Imaging Based on Information Theoretic Delay Estimation," 17th International Conference of Computer and Information Technology, DIU, Dhaka, Bangladesh, 2014 .
16. T. A. Abir, M. R. Islam and A. A. Hossain, "Simulation Analysis on Effectiveness of Nonlinear Ultrasound Imaging Using Synthetic Cyst Phantoms," 8th International Conference on Software, Knowledge, Information Management and Applications, Dhaka, Bangladesh, 2014 .
15. S. Saha, K. H. Uddin, M. S. Islam, M. Jahiruzzaman and A. B. M. A. Hossain, "Implementation of Simplified Normalized Cut Graph Partitioning Algorithm on FPGA for Image Segmentation," 8th International Conference on Software, Knowledge, Information Management and Applications, Dhaka, Bangladesh, 2014 .
14. M. M. H. Shuvo, A. B. M. A. Hossain and K. C. Roy, "Simulation Study of Strain Imaging Using Nonlinear Ultrasound Radio Frequency Signals," 9th IEEE International Forum on Strategic Technology, Cox鈥檚 Bazar, Bangladesh., 2014 .
13. M. A. S. Ovi, M. F. Shuvo and A. A. Hossain, "Severity Analysis on Vasopressin Hormone Secretion of Smoker Using LDF Data," 9th IEEE International Forum on Strategic Technology, Cox鈥檚 Bazar, Bangladesh, 2014 .
12. S. Saha, R. Islam, H. Rahman, M. Hassan and A. B. M. A. Hossain, "Design and Implementation of Block Cipher in Hummingbird Algorithm over FPGA," 5th IEEE International Conference on Computing, Communication and Networking Technologies, Hefei, China., 2014 .
11. M. S. Jahan and A. A. Hossain, "A Low Cost Stethoscopic System for Real Time Auscultation of Heart Sound," 3nd International Conference on Informatics, Electronics & Visio, Dhaka, Bangladesh, 2014 .
10. M. A. Riheen, M. W. Rahman and A. B. M. A. Hossain, "Selection of Proper Frequency Band and Compatible Features for Left and Right Hand Movement from EEG Signal Analysis," 16th International Conference on Computer and Information Technology, Khulna, Bangladesh, 2014 .
9. A. B. M. A. Hossain and S. Y. Lee, "A Simulation Study on Strain Image Calculation from Digital Breast Tomosynthesis Data," 2nd International Conference on Informatics, Electronics & Vision, Dhaka, Bangladesh, 2013 .
8. M. M. Rahman, A. B. M. A. Hossain, M. M. Rana and K. Mitobe, "Hand Motion Capture System in Piano Playing," 2nd International Conference on Informatics, Electronics & Vision, Dhaka, Bangladesh, 2013 .
7. A. B. M. A. Hossain and M. M. Rahman, "Analysis of Fat Layer Effects in Ultrasound Imaging Considering the Importance of Spatial Measurement: A Simulation Study," International Conference on Electrical, Computer and Telecommunication Engineering, RUET, Rajshahi, Bangladesh, 2012 .
6. A. B. M. A. Hossain, L. Kang, Y. Ha, M. Cho and a. S. Lee, "Magnetic coil design for quantitative ultrasound imaging of magnetic nano-particle density," IEEE Ultrasonics Symposium, San Diego, California, USA., 2010 .
5. A. B. M. A. Hossain, L. Kang, M. Cho and S. Lee, "Efficient time delay functions for ultrasound beamforming considering cutaneous fat layer effects compensation," the Conference of the Korean Society of Medical & Biological Engg, South Korea, 2009 .
4. L. Kang, A. A. Hossain, J. Kim, M. Cho and S. Lee the Conference of the Korean Society of Medical & Biological Engg, South Korea, 2009 .
3. A. B. M. A. Hossain, M. M. Rahman and S. S. Alam, "Premature ventricular contraction beat recognition using artificial neural network," International Conference on Electronics, Computer and Communication, Rajshahi, Bangladesh., 2008 .
2. M. M. Rahman, M. F. Hossain and A. B. M. A. Hossain, "Lightning surge analysis on vertical tower using electromagnetic transient program," International Conference on Electrical and Computer Engineering, Dhaka, Bangladesh, 2006 .
1. A. B. M. A. Hossain, M. A. Haque and A. Nishihara, "Noise sensitivity of different ECG detection algorithms," International Conference on Computer and Communication Engineering, Kuala Lumpur, Malaysia, 2006 .

Education

DOCTOR OF PHILOSOPHY in Biomedical Engineering, 
Kyung Hee University, South Korea. 


MASTER OF  SCIENCE in Electrical and Electronic Engineering, 
Bangladesh University of Engineering & Technology.


BACHELOR OF  SCIENCE in Electrical and Electronic Engineering, 
Khulna University of Engineering & Technology.


Scholarship and Award

  • Travel Award won by a paper (PG Supervised) in 119th Scientific Meeting of the Japan Society of Medical Physics (June 2020), Yokohama, Japan.

  • Best Paper Award at 9th IEEE International Forum on Strategic Technology (IFOST-14), 21-23 October, 2014, Coxs Bazar, Bangladesh.

  • Best Paper Award at 2nd International Conference on Informatics, Electronics & Vision (ICIEV 2013), Dhaka, Bangladesh

  • President scholarship of Kyung Hee University, South Korea

  • Merit order scholarships throughout 4 years study of B.Sc. Engineering

  • Junior Scholarship Examination Award

Research

  • *Medical Imaging * Biomedical Image Processing * Biomedical Signal Processing * Computer Aided Diagnosis * Modeling and Simulation Physiological Systems

Experience

Service Records
  • Professor
    Department/Section: Electronics and Communication Engineering
    Khulna University of Engineering & Technology 29-Nov-2015 to Present

Administrative Experience Records
  • Head, Department of Electronics and Communication Engineering, Khulna University of Engineering & Technology
    From 23-Feb-2018 to 22-Feb-2020
Professional Body Membership
  • Institute of Electrical and Electronics Engineers (IEEE)

    Member Type: Senior Member
    Member ID:

  • Institution of Engineers, Bangladesh (IEB)

    Member Type: Life Fellow
    Member ID:

  • Korea Society of Medical and Biological Engineering

    Member Type: Member
    Member ID:

Teaching and Supervision

#Course Conduction
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Last Update: 25-Jun-2024