Dr. Amran Hossain was born in Chandpur, Bangladesh, in 1981. He received his Ph.D. degree in the field of Microwave Brain Imaging (Biomedical Imaging) from the Universiti Kebangsaan Malaysia (UKM), Malaysia, in 2022. He also received the B.Sc. and M.Sc. degrees with record marks from the Department of Computer Science and Engineering, Dhaka University of Engineering & Technology, Gazipur, Bangladesh in 2009 and 2015 respectively. Dr. Amran Hossain is currently working as a Professor in the Department of Computer Science and Engineering at Dhaka University of Engineering & Technology, Gazipur, Bangladesh. Before this, he has joined the same University as an associate professor in 2022, an Assistant Professor in 2015, and a Lecturer in 2012. He is the author of about seventeen research journal articles, three conference articles, and a few book chapters on various topics related to computer programming language, information system analysis and design, and computer graphics. His research interests include Wireless Communication Antenna Design, Microwave Brain Imaging (Biomedical Imaging), Cognitive Radio Networks (CRN), Wireless Communication with Machine Learning, Image processing and segmentation using deep learning. He is a Member of the Institute of Electrical and Electronics Engineers (IEEE) and a Member of the Institute of Engineers, Bangladesh (IEB).
Mobile: | +8801716158271 |
Email: | [email protected] |
Office: | |
Address: | Computer Science and Engineering Department, New Academic Building (NAB), 6th Floor, Room # 7006, Gazipur |
Field of interest: | Microwave Brain Imaging, Biomedical Image Processing, Object Detection and Segmentation, Advanced Communications with Machine Learning, Deep Learning, and Natural Language Processing (NLP) |
Field of specialization: | Microwave Imaging, Biomedical Image Processing, Machine Learning, Deep Learning, NLP. |
# | Degree | Institute | Year | Discipline & Field |
---|---|---|---|---|
1 | PhD | Universiti Kebangsaan Malaysia (UKM), Malaysia | 2022 | Electrical, Electronic and Systems Engineering, (Field: Microwave Brain Imaging Using Deep Learning Technique) |
2 | M.Sc. in Eng. | Dhaka University of Engineering & Technology, Gazipur, Bangladesh | 2015 | Computer Science and Engineering (Field: Cognitive Radio Naetwork (CRN)) |
3 | B.Sc. in Eng. | Dhaka University of Engineering & Technology, Gazipur, Bangladesh | 2009 | Computer Science and Engineering |
4 | Diploma in Eng. | Comilla Polytechnic Institute | 2004 | Electronics |
5 | SSC | Bania Chawng J.B. High School | 1997 | Science |
# | Designation | Institute | Duration |
---|---|---|---|
1 | Professor | Dhaka University of Engineering & Technology, Gazipur | 2024-01-02 : Continue |
2 | Associate Professor | Dhaka University of Engineering & Technology, Gazipur | 2022-12-15 : 2024-01-01 |
3 | Assistant Professor | Dhaka University of Engineering & Technology, Gazipur, Bangladesh | 2015-07-08 : 2022-12-14 |
4 | Lecturer | Dhaka University of Engineering & Technology, Gazipur, Bangladesh | 2012-11-04 : 2015-07-07 |
# | Year | Title | Authors | Event |
---|---|---|---|---|
1 | 2024 | FT-FEDTL: A fine-tuned feature-extracted deep transfer learning model for multi-class microwave-based brain tumor classification | Amran Hossain, Rafiqul Islam, Mohammad Tariqul Islam, Phumin Kirawanich, Mohamed S. Soliman | ELSEVIER |
2 | 2024 | LCNN: Lightweight CNN architecture for software defect feature identification using Explainable AI | Momotaz Begum; Mehedi Hasan Shuvo; Mostofa Kamal Nasir; Amran Hossain; Mohammad Jakir Hossain; Imran Ashraf; Jia Uddin;Md Abdus Samad | IEEEAccess |
3 | 2023 | Sensor-based microwave brain imaging system (SMBIS): An experimental six-layered tissue based human head phantom model for brain tumor diagnosis using electromagnetic signals | Amran Hossain, Mohammad Tariqul Islam, Ahasanul Hoque, Sharul Kamal Abdul Rahim, Ahmed S. Alshammari, Muhammad E.H. Chowdhury, Mohamed S. Soliman | Engineering Science and Technology, an International Journal, |
4 | 2023 | Brain Tumor Segmentation and Classification from Sensor-Based Portable Microwave Brain Imaging System Using Lightweight Deep Learning Models | Amran Hossain, Mohammad Tariqul Islam, Tawsifur Rahman, Muhammad EH Chowdhury, Anas Tahir, Serkan Kiranyaz, Kamarulzaman Mat, Gan Kok Beng, Mohamed S Soliman | Biosensors, Vol: 13, Issue no: 3 |
5 | 2023 | A Lightweight Deep Learning Based Microwave Brain Image Network Model for Brain Tumor Classification Using Reconstructed Microwave Brain (RMB) Images | Amran Hossain, Mohammad Tariqul Islam, Sharul Kamal Abdul Rahim, Md Atiqur Rahman, Tawsifur Rahman, Haslina Arshad, Amit Khandakar, Mohamed Arslane Ayari, Muhammad EH Chowdhury | Biosensors, Vol: 13, Issue no: 2 |
6 | 2022 | Microwave brain imaging system to detect brain tumor using metamaterial loaded stacked antenna array | Amran Hossain, Mohammad Tariqul Islam, Gan Kok Beng, Saad Bin Abul Kashem, Mohamed S Soliman, Norbahiah Misran, Muhammad EH Chowdhury | Scientific Reports, Vol: 12, Issue: 1, Publisher: Nature Publishing Group |
7 | 2022 | Preparation of new flexible antenna based on sol–gel synthesized MgxCa (0.9-x) Zn0. 10Fe2O4 nanoparticle for microwave imaging applications | Md Atiqur Rahman, Mohammad Tariqul Islam, Amran Hossain, Mandeep Jit Singh, Saleh Mohammad Albadran, Mohamed S Soliman, Md Samsuzzaman | Journal of Materials Research and Technology, Vol:20, Publisher: Elsevier |
8 | 2022 | A deep learning model to classify and detect brain abnormalities in portable microwave based imaging system | Amran Hossain, Mohammad Tariqul Islam, Ali F Almutairi | Scientific Reports, Vol: 12, Issue: 1, Publisher: Nature Publishing Group |
9 | 2021 | A YOLOv3 deep neural network model to detect brain tumor in portable electromagnetic imaging system | Amran Hossain, Mohammad Tariqul Islam, Mohammad Shahidul Islam, Muhammad EH Chowdhury, Ali F Almutairi, Qutaiba A Razouqi, Norbahiah Misran | IEEE Access 2021, Vol:9, Publisher: IEEEAccess |
10 | 2021 | A mutual coupled spider net-shaped triple split ring resonator based epsilon-negative metamaterials with high effective medium ratio for quad-band microwave applications | Amran Hossain, Mohammad Tariqul Islam, Norbahiah Misran, Md Shabiul Islam, Md Samsuzzaman | Results in Physics, Vol: 22, Publisher: Elsevier |
11 | 2020 | A planar ultrawideband patch antenna array for microwave breast tumor detection | Amran Hossain, Mohammad Tariqul Islam, Md Tarikul Islam, Muhammad EH Chowdhury, Hatem Rmili, Md Samsuzzaman | Materials Journal, Vol:13, Issue: 21, Publisher MDPI |
12 | 2020 | A Grounded Coplanar Waveguide-based Slotted Inverted Delta-shaped Wideband Antenna for Microwave Head Imaging | Amran Hossain, Mohammad Tariqul Islam, Muhammad, E. H. Chowdhury, Md Samsuzzaman | IEEE Access 2020, Vol:8, Publisher: IEEE Access |
13 | 2020 | An Octagonal Ring-shaped Parasitic Resonator Based Compact Ultrawideband Antenna for Microwave Imaging Applications | Amran Hossain, Mohammad Tariqul Islam, Ali F. Almutairi, Mandeep Singh Jit Singh, Kamarulzaman Mat, Md. Samsuzzaman | Sensors Journal, Vol:20, Publisher: MDPI |
14 | 2017 | Dynamic Cluster Configuration Protocol (DCCP) for Cognitive Radio Ad-Hoc Networks | Amran Hossain, Motassem Billah, Md. Masud Rana, Tapas Ray | IOSR Journal of Computer Engineering (IOSR-JCE), Vol: 19, Issue: 6, Publisher: IOSR |
15 | 2017 | Receiver Initiated Dynamic Multiple Common Channel Design (RI-DMCCD) Protocol for Cognitive Radio Network | Amran Hossain, Saiful Islam, Sujan Baura, Md.Arifur Rahman Noyon, Sahelee Sultana | International Journal of Scientific & Engineering Research, Vol: 8, Issue: 11 |
16 | 2017 | Receiver Initiated Multi-channel Medium Access Control protocol for Cognitive Radio Network | Amran Hossain, Sahelee Sultana, Obaidur Rahman | DUET Journal, Vol: 3, Issue: 1, Publisher: DUET |
17 | 2013 | Enhancing Software Quality Using Agile Techniques | Amran Hossain, Sahelee Sultana, Md. Abul Kashem | IOSR Journal of Computer Engineering (IOSR-JCE), Vol: 10, Issue: 2, Publisher OSR - JCE |
# | Year | Title | Authors | Event |
---|---|---|---|---|
1 | 2024 | SCCNet: An Improved Multi-Class Skin Cancer Classification Network using Deep Learning | Tanvir Ahmed; Farzana Sharmin Mou; Amran Hossain | 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) |
2 | 2023 | Real-time Vehicle Detection and Classification on the Padma Multipurpose Bridge in Bangladesh Using a Deep Learning Model | Md. Alamgir Hossain,Md. Atikur Rahman,Rukaia Khanom,Sahelee Sultana,Amran Hossain | International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) (IEEEXplore) |
3 | 2017 | Traffic Adaptive Synchronized Cluster Based MAC Protocol for Cognitive Radio Ad Hoc Network | Sahelee Sultana, Amran Hossain, Obaidur Rahman | International Conference on Emerging Electronic Solutions for IoT (ICEESI 2017) |
4 | 2017 | Design a Neighbor Discovery Approach for Cognitive Radio Ad Hoc Network Using Latin Square Matrix Sequence Based Technique | Amran Hossain, Md. Motiur Rahman, Md. Arif Hossain, Md. Nasir Hossain | Dhaka University of Engineering and Technology Conference |
5 | 2015 | Receiver Initiated Multi-channel Medium Access Control protocol for Cognitive Radio Network | Amran Hossain, Sahelee Sultana, Obaidur Rahman | 2nd International Conference on Electrical Information and Communication Technologies (EICT) |
# | Type | Organization | Membership Code |
---|---|---|---|
1 | Member | Institute of Electrical and Electronics Engineers (IEEE) | 95417475 |
2 | Member | Institute of Engineers, Bangladesh (IEB). | M-35380 |
# | Title | Event | Year |
---|---|---|---|
1 | University Gold Medal | Secured the highest CGPA in B.Sc. Engineering examination in the Department of Computer Science and Engineering of DUET, Gazipur | 2009 |
2 | University Grants Commission (UGC) Merit Scholarship | Secured the first position among all the students in Faculty of Electrical Electroninc Engineering (EEE) of DUET | 2007 |
3 | Dean’s Award | Secured honors grade in consecutive semesters in an academic year in B.Sc. engineering program | 2009 |
# | Programme | Awarded Students | Running Students |
---|---|---|---|
1 | B.Sc. | 30 | 0 |
# | Event | Organizer | Role | Year |
---|---|---|---|---|
1 | International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) | DUET | TPC Member | 2023 |
2 | International Conference on Big data, IoT and Machine Learning (BIM) 2022 | CUET | Reviewer | 2022 |
3 | Sensors, Journal | MDPI | Reviewer | 2022 |
4 | Scientefic Journal | Springer nature | Reviewer | 2024 |
# | Programme | Course No | Course Title | Year |
---|---|---|---|---|
1 | B.Sc. | CSE-4623 | Artificial Intelligence | 2015-2019 |
2 | B.Sc. | CSE-4624 | Artificial Intelligence Sessional | 2015-2019 |
3 | B.Sc. | CSE-3621 | Information System Analysis & Design | 2012-2018 |
4 | B.Sc. | CSE-3622 | Information System Analysis & Design Sessional | 2012-2018 |
5 | B.Sc. | CSE-3221 | Operating System | 2015-2019 |
6 | B.Sc. | CSE-3222 | Operating System Sessional | 2015-2019 |
7 | B.Sc. | CSE-4621 | Computer Graphics & Multimedia | 2016 |
8 | B.Sc. | CSE-4622 | Computer Graphics & Multimedia Sessional | 2016 |
9 | B.Sc. | CSE-3311 | Database Systems | 2014-2017 |
10 | B.Sc. | CSE-3422 | Data Communication Sessional | 2014-2017 |
11 | M.Sc. | CSE-6202 | Data Mining and Warehousing | 2017-2019 |
12 | M.Sc. | CSE-6305 | Cloud Computing | 2015-2017 |
13 | B.Sc. | CSE-1823 | Digital Logic & System Design | 2013-2015 |
14 | B.Sc. | CSE-1824 | Digital Logic & System Design Sessional | 2013-2015 |
15 | B.Sc. | CSE-2821 | Digital Electronics & Pulse Technique | 2012-2014 |
16 | B.Sc. | CSE-2822 | Digital Electronics & Pulse Technique Sessional | 2012-2014 |
17 | B.Sc. | CSE-3223 | Compiler Design | 2015-2018 |
18 | B.Sc. | CSE-3224 | Compiler Design Sessional | 2015-2018 |
19 | B.Sc. | CSE-4721 | Software Engineering | 2015-2018 |
20 | B.Sc. | CSE-2124 | Numerical Methods Sessional | 2012-2014 |
21 | B.Sc. | CSE-3312 | Database Systems Sessional | 2015-2019 |
22 | M.Sc. | CSE-6111 | Deep Learning for Natural Language Processing | 2023 |
23 | B.Sc. | CSE-4619 | Machine Learning | 2023 |
24 | M.Sc. | CSE-6110 | Machine Learning | 2023 |
25 | B.Sc. | CSE-4620 | Machine Learning Sessional | 2023 |
26 | B.Sc. | CSE-4629 | Pattern Recognition | 2023 |
27 | B.Sc. | CSE-4630 | Pattern Recognition Sessional | 2023 |