Department of Electrical and Electronic Engineering (EEE) Faculty of Engineering (FE) American International University- Bangladesh (AIUB) CAPSTONE PROJECT LIFELONG LEARNING REPORT Title: “Recent Trends and Challenges in Artifact Detection and Removal from Biomedical Signals” Group ID: SL# Student ID Student Name DATE OF SUBMISSION: 23 March, 2023 Name of the Supervisor Summer Semester 2022-2023, March, 2023 Seminar on ‘’ Recent Trends and Challenges in Artifact Detection and Removal from Biomedical Signals” Speakers: Dr. Kafiul Islam Associate Professor, Independent University Date of 1st event: January 12, 2023 Seminar Report: Recent Trends and Challenges in Artifact Detection and Removal from Biomedical Signals The seminar on "Recent Trends and Challenges in Artifact Detection and Removal from Biomedical Signals" was held on January 12, 2023. The keynote speaker for the event was Dr. Kafiul Islam, an Associate Professor at Independent University. Dr. Islam began by providing an overview of the importance of biomedical signal analysis in healthcare. He highlighted how accurate analysis of biomedical signals is critical in diagnosing various diseases and monitoring patients' health status. However, these signals are often contaminated by various types of artifacts that can affect the accuracy of analysis and diagnosis. Dr. Islam then discussed some of the common types of artifacts found in biomedical signals, including noise, baseline drift, electrode motion, and muscle artifacts. He explained how these artifacts can be caused by various factors, such as patient movement, electromagnetic interference, and equipment malfunction. Next, Dr. Islam discussed the current state of research on artifact detection and removal techniques. He emphasized the importance of developing effective and efficient techniques to remove artifacts while preserving the underlying signal's integrity. Dr. Islam provided an overview of some of the commonly used techniques for artifact detection and removal, such as wavelet-based filtering, independent component analysis, and adaptive filtering. Dr. Islam also discussed some of the challenges in developing effective artifact detection and removal techniques. He highlighted the need to develop techniques that are robust to different types of artifacts and can work in real-time. He also emphasized the importance of developing techniques that can handle large amounts of data, as the volume of biomedical data continues to increase. During the question and answer session, Dr. Islam addressed various questions from the audience, including the use of deep learning techniques for artifact detection and the potential limitations of current artifact removal techniques. Dr. Islam also discussed some of the future directions in the field of artifact detection and removal from biomedical signals. He emphasized the need for developing techniques that can handle multichannel signals, such as electroencephalogram (EEG) and electrocardiogram (ECG), and that can account for inter-channel correlations. Dr. Islam also highlighted the importance of incorporating domain-specific knowledge into artifact detection and removal techniques. For example, incorporating knowledge of the characteristics of the signal and the expected artifacts in a particular application domain can improve the accuracy of detection and removal. Finally, Dr. Islam discussed the potential applications of artifact detection and removal techniques in healthcare, such as improving the accuracy of diagnosis and monitoring of diseases, reducing healthcare costs by reducing the need for repeated tests, and facilitating remote monitoring of patients. In conclusion, the seminar on "Recent Trends and Challenges in Artifact Detection and Removal from Biomedical Signals" provided valuable insights into the importance of accurate biomedical signal analysis and the challenges associated with detecting and removing artifacts from these signals. Dr. Islam's presentation highlighted the current state of research in this field and the need for further development of effective and efficient artifact detection and removal techniques. Department of Electrical and Electronic Engineering (EEE) Faculty of Engineering (FE) American International University- Bangladesh (AIUB) CAPSTONE PROJECT LIFELONG LEARNING REPORT Title: “Digital Transformation in financial and ICT sector of Bangladesh” Group ID: SL# Student ID Student Name DATE OF SUBMISSION: 23 March, 2023 Name of the Supervisor Summer Semester 2022-2023, March, 2023 Seminar on “"Digital Transformation in financial and ICT sector of Bangladesh" Speaker: Mr. A M Ehsan-ul Haque Chief Operating Officer, ADN Technologies Limited. Date of event: 12/01/2023 The seminar on "Digital Transformation in Financial and ICT Sector of Bangladesh" was held on January 12, 2023. The keynote speaker for the event was Mr. A M Ehsan-ul Haque, Chief Operating Officer of ADN Technologies Limited. Mr. Haque began by discussing the importance of digital transformation in today's world and how it is changing the landscape of the financial and ICT sectors in Bangladesh. He highlighted how digital transformation is enabling companies to operate more efficiently, increase their reach, and provide better services to their customers. Mr. Haque then discussed the current state of digital transformation in Bangladesh's financial and ICT sectors. He highlighted how various government initiatives, such as the Digital Bangladesh Vision 2021, have played a crucial role in driving the adoption of digital technologies in the country. Mr. Haque also discussed some of the key technologies driving digital transformation in the financial and ICT sectors, such as artificial intelligence, blockchain, cloud computing, and big data analytics. He explained how these technologies are being used to develop innovative solutions that are transforming the way businesses operate. Next, Mr. Haque discussed some of the challenges that companies face when implementing digital transformation initiatives. He emphasized the importance of addressing issues such as cybersecurity, data privacy, and digital literacy to ensure the success of digital transformation initiatives. During the question and answer session, Mr. Haque addressed various questions from the audience, including the role of digital transformation in financial inclusion, the potential impact of automation on employment, and the need for collaboration between the government and private sector to drive digital transformation. Furthermore, Mr. Haque discussed some of the innovative digital transformation initiatives that are currently underway in Bangladesh. He highlighted how mobile financial services, such as bKash and Rocket, have revolutionized the way people transact and access financial services in the country. He also mentioned how digital lending platforms, such as Nagad, are enabling small businesses and individuals to access credit easily and efficiently. Mr. Haque emphasized the need for businesses to adopt a customer-centric approach when implementing digital transformation initiatives. He explained how companies need to focus on understanding the needs and preferences of their customers to provide personalized and seamless experiences. Moreover, Mr. Haque highlighted the potential impact of digital transformation on employment and the need for reskilling and upskilling of the workforce. He discussed how companies need to invest in training and development programs to equip their employees with the skills needed to adapt to the changing business landscape. The seminar ended with a lively discussion among the audience, who asked various questions on the challenges and opportunities associated with digital transformation in Bangladesh. The audience gained valuable insights into the potential applications of digital technologies in the financial and ICT sectors and the need for collaboration and innovation to drive digital transformation initiatives in the country. In conclusion, the seminar on "Digital Transformation in Financial and ICT Sector of Bangladesh" provided valuable insights into the importance of digital transformation in today's world and how it is changing the financial and ICT sectors in Bangladesh. Mr. Haque's presentation highlighted the current state of digital transformation in the country and the challenges and opportunities associated with it. The audience gained valuable insights into the potential applications of digital technologies in the financial and ICT sectors and the need for collaboration and innovation to drive digital transformation initiatives in Bangladesh.
