GANs is a class of generative models that was introduced by Goodfellow et al. To compensate this problem, we will study Generative Adversarial Networks (GANs) which is one of the vital efficient methods for generating a massive, high-quality artificial picture. On the other hand, medical images suffer from lack of enough images for deep learning purposes. It was invented to deal with biomedical images where the target is not only to classify whether there is an infection or not but also to identify the area of infection. UNet is a convolutional neural network architecture that expanded with few changes in the CNN architecture. Skills interns will acquire/hone: Statistical data analysis field work Program week number: Required skills for interns prior to acceptance: Statistical data analysis field work The SIP interns will need a Chromebook or laptop for this research project. (3) Forms of engagement with aging and the pandemic (e.g., fiction, poetry, film, photography). How has the pandemic played a role in the life experience of the elderly? (2) Imagining or examining policies or programs that support aging in the Indian diaspora and the pandemic.
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Each SIP intern may choose a specific topic related to aging: (1) How do the elderly approach or understand aging, the choice of living at home or institutions like old age homes, assisted living, and in-home health care. The SIP interns will be looking for older people in their neighborhood communities for these interviews. In this research project, the SIP interns will collect personal stories of the experiences of the elderly by using face-to-face interviews, video chats, and Zoom interviews. One is devoted to the past experiences of the elderly population and the other is devoted to seeing how they have been able to cope with new challenges: social isolation, loneliness, anxiety, mental health, death in the family, friends, and community, etc.
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As the mentor sees it, to understand the COVID-19 crisis, one needs two telescopes. It is a portal, a gateway between one world and the next.” In this research project, the SIP interns and mentor will collect stories about aging and how the older population in the Indian diaspora has grappled with the challenges of COVID-19 and imagine the alternative possibilities engendered by it. In an April 2020 essay entitled “The pandemic is a portal,” Arundhati Roy wrote: “Historically, pandemics have forced humans to break with the past and imagine their world anew. Title: Stories of the Elderly in the Diaspora during the Pandemic Special age requirement: The interns placed in this project must be 16 years old by June 21, 2022. Skills interns will acquire/hone: Statistical data analysis field work Required skills for interns prior to acceptance: None A Chromebook, MacBook Air, or other kind of laptop will work for this research project. The interview data in this research project will focus on people’s perception of old age-related problems. The data will consist of written material, audiotapes, and videos accessible in digital media. The interns will be interviewing women and men of different ages in their locality. This research project will allow the SIP interns to collect interview data using different tools. The SIP interns do not require any pre-qualifications. The SIP interns interested in video making are encouraged to document the interview process and the key factors emerging from the interview. The mentor will discuss the tools for data collection, and the interns will be trained to use the tools. The interview data can be collected using audio scripts, interview notes, or both.
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The mentor will train the SIP interns to collect and analyze interview data from the communities close to the interns. Interviewing requires specific skills, and the project will provide training on such skills at the beginning. This research project involves a learning activity popularly known as interviewing in social sciences. Title: Public Perceptions of Old Age-related Problems