Samantha

Research

HICAS: Hearing Impairment Communication Assistive System with the Extraction Search Network

Hearing impairment (HI) is a chronic condition that often leads to communication barriers. This makes it especially hard for those with HI to seek healthcare services for their condition, worsening it. The World Health Organization estimates that there are more than 1.5 billion people who suffer from hearing impairment, and the number is projected to increase to almost 2.5 billion by 2050.

Classification Of Beau’s lines, Terry’s Nails, And Clubbing Through AlexNet With Attention

Used AlexNet with Attention(AWA) in classifying three nail disease: Beau’s lines, Terry’s nails, and clubbing, wrote and published paper in iFuzzy 2022 Conference, 1st author(11th grade)

3D VOSNet: Segmentation of Endoscopic Images of the Larynx with Subsequent Generation of Indicators

Applied AI, image processing, ResNeXt, in constructing an algorithm to detect signs of vocal fold diseases, published paper as 5th author(10th grade)

Research Internship at Coding Minds

Creating a system to help younger students learn to code(Python and Java) through the creation of hundreds of practice problems and drafting GPT prompts for hint generation

“Determining Facilitators And Barriers To Online Treatment Usage For Taiwanese People With And Without Experience”

Designed and conducted a survey, then published “Determining Facilitators and Barriers to Online Treatment Usage for Taiwanese People With and Without Experience" in the ISQua Conference