KUET

Bio

Amit Dutta Roy received a B. Sc. Eng. degree in Biomedical Engineering (BME) from Khulna University of Engineering & Technology (KUET) scoring summa-cum-laude CGPA of 3.98 (out of 4.00) and ranked 1^st in his class in 2020. In his third year, he completed his undergraduate project (BME 3200) titled "An Approach Towards the Design and Implementation of a Trainer Board on Automatic External Defibrillator (AED)" under the guidance of Mr. Rushdi Zahid Rusho (Assistant Professor, Department of BME, KUET). In his fourth year, he attended various technical seminars and national/international conferences to better grasp the field of academic research and completed his undergraduate thesis (BME 4000) titled "Classification of Epileptic Seizure Stages from EEG Using Convolutional Neural Network" under the supervision of Dr. Muhammad Muinul Islam (Professor, Department of BME, KUET), the then Head of the Department of BME.

Besides academic projects and thesis, he has participated in and secured recognition from the following national events:

University Day 2018: Winner in Project Showcasing

Project Title: Smart Infant Incubator [Team: Bio-enigmatologists]

Organized by KUET (22 September 2018)

Esonance 2018: 1^st Runner-Up in Project Showcasing

Project Title: Smart Infant Incubator [Team: Bio-enigmatologists]

Organized by the Department of Electrical and Electronic Engineering, Islamic University of Technology (IUT) (19 October 2018)

Textile Fest 2019: Winner in Project Showcasing

Project Title: Smart Infant Incubator [Team: Bio-enigmatologists]

Organized jointly by the Department of Textile Engineering, KUET, and KUET Textile Club (22-23 March 2019)

Ignition 2019: 1^st Runner-Up in Project Showcasing

Project Title: Smart Infant Incubator [Team: Bio-enigmatologists]

Organized by Department of Mechanical Engineering, KUET (27-28 September 2019)

He is currently working as a Lecturer in the Department of BME, KUET (February 2022 - Present). Previously, he was a part-time Lecturer in this department (January 2021- January 2022). He is also pursuing his M. Sc. in BME from this university.

Publication

Journal

4. T. Islam, R. Islam, M. Basak, A. D. Roy, M. A. ArmanS. Paul, O. Shandra, and S. R. Ali, "Performance investigation of epilepsy detection from noisy EEG signals using base-2-meta stacking classifier," scientific reports , Nature Portfolio, DOI:https://doi.org/10.1038/s41598-024-61338-2, 2024 .

3. D. S. R. S. Kumar, N. Elango, G. D. Selvaraju, P. A. Matthew, S. PalanisamyH. Cho, Khattaf, A. A. Hatamleh, A. D. Roy, "Mycosynthesis of Zinc Oxide Nanoparticles Coated with Silver using Ganoderma lucidum (Curtis) P. Karst and Its Evaluation of In Vitro Antidiabetic and Anticancer Potential," Journal of Nanomaterials , Hindawi, DOI:https://doi.org/10.1155/2022/2798532, 2022 .

2. T. Islam, M. Basak, R. Islamand A. D. Roy, "Investigating population-specific epilepsy detection from noisy EEG signals using deep-learning models," Heliyon , Elsevier BV, DOI:https://doi.org/10.1016/j.heliyon.2023.e22208, 2023 .

1. F. R. Mashrur, A. D. Roy, A. P. Chhoan, S. Sarker, A. SahaS. N. Hasanand Saha, "Impact of demographic, environmental, socioeconomic, and government intervention on the spreading of COVID-19," Clinical Epidemiology and Global Health , Elsevier BV, DOI:https://doi.org/10.1016/j.cegh.2021.100811, 2021 .

Conference

10. M. M. Islam and A. D. Roy, "PCF-based SPR Sensors' Air-hole Attributed Performance Evaluation for Detection of Breast and Adrenal Gland Cancer," 2024 International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON), IEEE, 2024 .

9. M. M. Islam and A. D. Roy, "Numerical Analysis on PCF-based SPR Sensors' Air-hole Attributed Performance to Blood Cancer Detection," 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), ISBN:979-8-3503-8577-9, IEEE, 2024 , DOI:10.1109/ICEEICT62016.2024.10534373.

8. T. Ahmed, M. J. Nahar, A. T. Nashrah, A. L. Ashaand A. D. Roy, "Synergistic MPC and Temperature Regulator in Phototherapeutic-Incubator: A Mathematical Modeling Approach," 2023 6th International Conference on Electrical Information and Communication Technology (EICT), ISBN:979-8-3503-7083-6, IEEE, Khulna, Bangladesh, 2023 , DOI:10.1109/EICT61409.2023.10427867.

7. F. I. Anik, N. Sakib, A. D. Royand M. H. A. Nahiyan, "Advancing Prosthetic Arm Control: An EMG-Based Grasp Force Estimation Towards Anthropomorphic Movement," 2023 26th International Conference on Computer and Information Technology (ICCIT), ISBN:979-8-3503-5901-5, IEEE, Cox's Bazar, Bangladesh, 2023 , pp.4, DOI:10.1109/ICCIT60459.2023.10441565.

6. S. Paul, T. I. Palash, A. D. Royand A. K. Debnath, "Numerical Analysis of Coronary Stent Alloy Materials During Radial Expansion," 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, Chittagong, Bangladesh, 2023 , pp.5, DOI:10.1109/ECCE57851.2023.10101627.

5. M. F. Mina, A. D. Roy and M. B. Uddin, "Detection of Ventricular Fibrillation from ECG Signal using Hybrid Scalogram-based Convolutional Neural Network," 1st International Conference on Information and Communication Technology for Development (ICICTD), Springer, Khulna, Bangladesh, vol. 1, 2022 , pp.483-495, DOI:10.1007/978-981-19-7528-8_38.

4. T. I. Palash, R. Islam, M. Basakand A. D. Roy, "Automatic Classification of COVID-19 from Chest X-Ray Image using Convolutional Neural Network," 5th International Conference on Electrical Information and Communication Technology (EICT), IEEE, Khulna, Bangladesh, 2021 , pp.5, DOI:10.1109/EICT54103.2021.9733477.

3. M. B. Khan, P. S. Saha and A. D. Roy, "Automatic Segmentation and Shape, Texture-based Analysis of Glioma Using Fully Convolutional Network," 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), IEEE, Rajshahi, Bangladesh, 2021 , pp.6, DOI:10.1109/ACMI53878.2021.9528282.

2. A. D. Roy and M. M. Islam, "Detection of Epileptic Seizures from Wavelet Scalogram of EEG Signal Using Transfer Learning with AlexNet Convolutional Neural Network," 2020 23rd International Conference on Computer and Information Technology (ICCIT), IEEE, Dhaka, Bangladesh, 19-21 Dec. 2020 , pp.5, DOI:10.1109/ICCIT51783.2020.9392720.

1. F. R. Mashrur, A. D. Roy and D. K. Saha, "Automatic Identification of Arrhythmia from ECG Using AlexNet Convolutional Neural Network," 2019 4th International Conference on Electrical Information and Communication Technology (EICT), IEEE, Khulna, Bangladesh, 2019 , pp.5, DOI:10.1109/EICT48899.2019.9068806.

Education

Master of Science in Biomedical Engineering

Khulna University of Engineering & Technology (KUET),Bangladesh ()

Bachelor of Science in Biomedical Engineering

Khulna University of Engineering & Technology (KUET),Bangladesh (2016-2020) Group: Biomedical Engineering, Merit Position: 1st,

Thesis Title: Classification of Epileptic Seizure Stages from EEG Using Convolutional Neural Network

Higher Secondary Certificate (HSC)

Notre Dame College (NDC),Bangladesh (2015) Group: Science,

Secondary School Certificate (SSC)

Millennium Scholastic School & College (MSSC), Bogura,Bangladesh (2013) Group: Science,

Junior School Certificate (JSC)

Millennium Scholastic School & College (MSSC), Bogura,Bangladesh (2010)

Scholarship and Award

Science for Mankind Research Award 2018
Smart Infant Incubator [Team: Bio-enigmatologists] Organized jointly by Department of Biomedical Physics and Technology, University of Dhaka (DU), Dhaka University Science Society (DUSS) and EMK MakerLab http://science4mankind.net/downloads/

Research

IoT in Telemedicine/Healthcare
Biomedical Signal Processing
Biomedical Image Processing
Machine Learning

Experience

Service Records

Khulna University of Engineering & Technology (KUET) 1^st February 2022 to Present
Organization Type: Public University
Location: Khulna, Bangladesh
Position: Lecturer
Department: Biomedical Engineering (BME)
Khulna University of Engineering & Technology (KUET) 5^th January 2021 to 31^st January 2022
Organization Type: Public University
Location: Khulna, Bangladesh
Position: Lecturer (Part-Time)
Department: Biomedical Engineering (BME)

Teaching and Supervision

Course Conduction

Theory Courses:

BME 1101: Basic Biomedical Engineering
BME 3103: Bioelectricity
BME 3111: Biomedical Signal Processing
BME 3213: Biomechanics
BME 3241: Magnetic and Nuclear Imaging
BME 4141: Brain and Neuroengineering
BME 4151: Clinical Engineering and Hospital Management
BME 4217: Rehabilitation Engineering
BME 4221: Bioinformatics
BME 4231: Telemedicine and Health Care

Sessional Courses:

BME 3112: Biomedical Signal Processing Laboratory
BME 4142: Brain and Neuroengineering Laboratory
BME 4232: Telemedicine and Health Care Laboratory