Public Health Commons^™

Effectiveness Of Machine Learning Classifiers For Cataract Screening, Ronald Cheung

Electronic Thesis and Dissertation Repository

Cataract is the leading cause of blindness and vision loss globally. The implementation of artificial intelligence (AI) in the healthcare industry has been on the rise in the past few decades and machine learning (ML) classifiers have shown to be able to diagnose patients with cataracts. A systematic review and meta-analysis were conducted to assess the diagnostic accuracy of these ML classifiers for cataracts currently published in the literature. Retrieved from nine articles, the pooled sensitivity was 94.8% and the specificity was 96.0% for adult cataracts. Additionally, an economic analysis was conducted to explore the cost-effectiveness of implementing ML to …

Narrative Authority: A Narrative-Based Multicultural Ethics To Overcome Western Biases In The Current Models Of Care, Fahmida Hossain

Electronic Theses and Dissertations

Technological advances and globalization are transforming healthcare dramatically. But unfortunately, current medical practices remain blind to their multicultural patients’ varied worldviews and norms, especially in the West. As a result, patients often find themselves isolated, anxious, and resentful.

All the humanistic models in the current literature view the individual as a unique and autonomous being and, in turn, provide practices to access and recognize the patient’s personhood. These models—Narrative Medicine, Narrative Ethics, and Ethics of Care—attempt to catch sight of the individual, the person’s situation, and some semblance of the person’s story before diagnosing or offering prescriptions. However, all these …

Transmission Risk Of Malaria Via Gas Flares In Africa, Elle Blake

Health, Human Performance and Recreation Undergraduate Honors Theses

Gas flaring occurs at oil drilling sites around the world. It is a method to get rid of the extra gas, as well as to release pressure in emergency situations. The pollutants that are contributed to the air through routine gas flaring can be extremely harmful. Chemicals such as sulfur dioxide and methane are burned into the air we breathe (Baker Hughes, 2019). Not only does this have a direct impact on our health, but also on greenhouse gas emissions. The effects on greenhouse gas emissions impact diseases such as Malaria by increasing the temperature of our planet. The purpose …