Browse real student projects, abstracts, and awards.
ISEF · 2023
Robotics and Intelligent Machines Second Award
Heart disease is the #1 global killer. Left ventricular ejection fraction (EF) analysis via echocardiography is crucial for heart failure detection. However, traditional EF calculation is a…
ISEF · 2023
Robotics and Intelligent Machines
Since 2001, actor-critic algorithms have combined “the strong points of actor-only and critic- only methods” (Konda & Tsitsiklis, 1999) to reduce the time needed to train a reinforcement lea…
ISEF · 2023
Robotics and Intelligent Machines
Conversational agents are increasingly used in a wide range of fields, from entertainment or manufacturing to finance or healthcare, since they facilitate human-machine interactions and can…
ISEF · 2023
Robotics and Intelligent Machines
In the new normal, teleconferencing has become increasingly adopted. However, people adopting sign language depend on interpreters in live online interactions, compromising their independenc…
ISEF · 2023
Robotics and Intelligent Machines
The sign language interpreter with built in translator is a communication device that aims at improving communication between deaf and able hearing communities. The research was conducted wi…
ISEF · 2023
Robotics and Intelligent Machines
Long-term medication management for chronic diseases like diabetes, hypertension, and heart disease requires medication adherence. However, research shows that only 50% of patients with chro…
ISEF · 2023
Robotics and Intelligent Machines
Today, many countries are experiencing fires, environmental and natural disasters. As a result, firefighters and rescuers are used. But often they themselves become victims of such natural p…
ISEF · 2023
Robotics and Intelligent Machines Fourth Award
Modern Deep Neural Networks (DNNs) are potent catalysts for scientific-industrial impact. To maximize performance and hypothesis space, however, DNNs involve excessive parameters – impeding…
ISEF · 2023
Robotics and Intelligent Machines Third Award
Disabled people experience difficulties in many areas of daily life. The main reason for these difficulties is the great gap in the research about the solutions to the daily life problems of…
ISEF · 2023
Robotics and Intelligent Machines Fourth Award
Rubbings are important world cultural heritages. It provides crucial roles in humanity like arts, history, and politics. However, due to the poor portion and weathering process, most rubbing…
ISEF · 2023
Robotics and Intelligent Machines
This study applies natural language processing to fake news comment sections as a novel framework for efficient, real-time detection. Online social networks are essential tools to communicat…
ISEF · 2023
Robotics and Intelligent Machines First Award
Working on high voltage power lines is a hazardous task, and the risks associated with this type of work are numerous and significant, proven by the electrical industry’s high mortality rate…
ISEF · 2023
Robotics and Intelligent Machines
The past three years have seen SARS-CoV-2 wreak havoc on society with limited effective treatments available due to the amount of trial and error involved. However, with recent advancements…
ISEF · 2023
Robotics and Intelligent Machines Second Award
Parkinson’s disease (PD) is a neurodegenerative disorder primarily prominent in individuals 65 years and older (the elderly population). Despite advances in the medical field, the diagnosis…
ISEF · 2023
Robotics and Intelligent Machines
VisiAide uses a novel context-based machine learning approach to use mobile devices to guide the visually impaired by detecting obstacles along their path, identifying objects, and detecting…
ISEF · 2023
Robotics and Intelligent Machines
Across the United States, 34 million people suffer from food insecurity. Many of those in need do not qualify for federal nutrition aid programs, and as such must rely on their local food ba…