Research Proposal Outline Research Purpose The purpose of my research is to determine how introducing machine learning into clinical environments could affect healthcare. The research will be conducted using a qualitative method because at the end of the study, multiple members of the clinical staff in different job roles will be interviewed to determine how … Continue reading Machine Learning in Healthcare – Proposal Preparation
I am researching how data mining and machine learning can impact healthcare. In my research, I hope to find how machine learning can positively or negatively impact healthcare. I found all of my information in the CINAHL database. Search #1 Search Terms: Machine Learning AND Healthcare AND Disadvantages OR Cons OR Risks OR Challenges Results: … Continue reading Machine Learning in Healthcare – Final Preparations
Subject Search: I chose the Nursing subject and then the Nursing Research Guide. Within the Nursing Research Guide, I chose the Nursing & Allied Health Database (Proquest). I conducted my search using the terms machine learning AND healthcare. The search returned 4,692 results with both “Full Text” and “Peer Reviewed” selected. I also narrowed my … Continue reading Machine Learning in Healthcare – Subject Searching and Citation Tracing
The following sources were both found in the CINAHL database. Source #1: Strengths, Weaknesses, Opportunities, and Threats Analysis of Artificial Intelligence and Machine Learning Applications in Radiology Keywords: Machine Learning or Artificial Intelligence AND Healthcare AND Advantage Results: 43 Subject Terms: Artificial Intelligence, Printing, Three-Dimensional, Specialties, Medical — Trends, Algorithms, Health Care Industry, Female, Data … Continue reading Advanced Searches for Machine Learning in Healthcare
The two databases that I focused on using this week were Computer Source and CINAHL. Both are EBSCOhost databases but Computer Source focuses on technology related information while CINAHL focuses on healthcare related information. Based off of my results below, I think I will find the most information in the CINAHL, or healthcare related, databases. … Continue reading Machine Learning in Healthcare
My initial research idea and my current research idea are the same. I still want to research how data mining and machine learning can impact healthcare. I would like to find out how machine learning can positively or negatively impact healthcare. Some of the questions I would like to answer with my research are How … Continue reading Machine Learning in Healthcare
I would like to do my research project on machine learning and how it can be used in healthcare. What are the positives and negatives of it? I have done some research on the different ways machine learning can be used to improve healthcare, mainly in diagnosing certain diseases, but am interested in a broader … Continue reading Week 8 Research Proposal
Provide the citation and attach a pdf of the article. PDF of Article Fodeh, S. J., Finch, D., Bouayad, L., Luther, S. L., Ling, H., Kerns, R. D., & Brandt, C. (2018). Classifying clinical notes with pain assessment using machine learning. Medical & Biological Engineering & Computing, 56(7), 1285–1292. https://doi-org.ezproxy.fhsu.edu/10.1007/s11517-017-1772-1 What is the abstract of … Continue reading Fodeh, Finch, Bouayad, Luther, Ling, Kerns, Brandt, 2018: Classifying Clinical Notes With Pain Assessment Using Machine Learning
Hi Everyone! I would like to research machine learning, data mining, and how both can impact healthcare. I have been working in healthcare IT for the past seven years, starting out as an intern and working my way up to a Lead System Engineer. My role focuses on implementing, maintaining, and upgrading hospitals systems. In … Continue reading Machine Learning in Healthcare