CS 388: Literature Review
dongcao_literature_review.pdf
2022
Lam – CS388 Three Pitches
Idea 1: Detect and predict mental health status using NLP The objective of that research is to determine whether NLP (Natural Language Processing) is useful for mental health treatment. Data sources vary from traditional sources (EHRs/EMRs, clinical notes and records) to social sources (tweets and posts from social media platforms). The main subject for data … Read more
Content-based Hashtag Recommendation Methods for Twitter
Abstract For Twitter, a hashtag recommendation system is an important tool to organize similar content together for topic categorization. Much research has been carried out on figuring out a new technique for hashtag recommendation, and very little research has been done on evaluating the performance of different existing modelsusing the same dataset and the same … Read more
Senior Capstone: Cancer metastasis detection using CNNs and transfer learning
Abstract Artificial Intelligence (AI) has been used extensively in the field of medicine. More recently, advanced machine learning algorithms have become a big part of oncology as they assist with detection and diagnosis of cancer. Convolutional Neural Networks (CNN) are common in image analysis and they offer great power for detection, diagnosis and staging of … Read more
Final proposal + presentation – 388
presentation: https://docs.google.com/presentation/d/1o5tocDFjyPA1eswjaDEi_mrpe2eHbuZGkbrdTn4egXQ/edit?usp=sharing Cancer staging and metastasis detection using convolutional neural networks and transfer learning ABSTRACT Artificial Intelligence (AI) has been used extensively in the field of medicine. More recently, advanced machine learning algorithms have become a big part of oncology as they assist with detection and diagnosis of cancer. Convolutional Neural Networks (CNN) are common … Read more
Final Literature Review – 388
Artificial intelligence in radiology cancer detection: a literature review KEYWORDS Artificial Intelligence, Cancer Detection, Tumor Detection, Machine Learning, Convolutional Neural Networks, Radiology 1 INTRODUCTION In a world where Artificial Intelligence (AI) is helping us drive our cars and control our traffic, it is to no surprise that AI is also getting involved in our healthcare. … Read more
Annotated Bibliography – 388
Pitch #1 Style transfer and Image manipulation Given any photo this project should be able to take any art movement such as Picasso’s Cubism and apply the style of the art movement to the photo. The neural network first needs to detect all the subjects and separate them from the background and also learn about … Read more
three pitches (388)
Pitch #1 Style transfer and Image manipulation Given any photo this project should be able to take any art movement such as Picasso’s Cubism and apply the style of the art movement to the photo. The neural network first needs to detect all the subjects and separate them from the background and also learn about … Read more