My research

Hello everyone! I am going to write my first research paper and I am really excited about it. It is going to be a review type paper because as a part of my course I have limited time to research and write the paper itself. In these series of weekly blog posts, I am going to update you guys about my research and I hope I get a lot of feedback and suggestions. In case you are wondering where the week 1 post is, it actually didn’t write it because it was all about blog setup which i already have! And one last thing, I am actually in week 3 now so there will be another update in this week.

About the research

My research is going to be in the field of machine learning, particularly focusing on the healthcare domain.Since healthcare is a very important sector, accurate prediction and diagnosis of a disease means reliable service and low risk for patients and doctors both. Although, there have been a lot of advancements in other areas with the use of machine learning, the health sector still needs a lot of refinement in terms of the model and the dataset.

The title is “Analysis of model design and optimization techniques for Convolutional Neural Networks for disease prediction software tools”. I chose this domain because I like how machine learning techniques provide better solutions to existing problems and since I have some experience in this field, I can use that knowledge to provide better analysis.

Update(2021-07-10): This week was the last week for the completion of my research. I submitted the paper to my professor including the seminar presentation. Also, I had the presentation this week which went pretty smoothly where I explained the reasons for choosing the research topic and how i did it.

I learned a lot from this paper. I learned how to skim through the papers and find good articles. Also, this research enhanced my existing knowledge on deep learning.Finally, I will make some improvements and soon will be publishing the paper!