ISEF · 2019
3D Drawer
Systems Software
The main purpose of my project was to develop a system that allows people to work with 3D objects, not in projections (as on flat computer screens), but in space around us, that is three-dim…
Systems Software and Computer Science science fair projects from 2019
Browse 100 real Systems Software and Computer Science projects entered in 2019, with abstracts, awards and links to the original entries.
ISEF · 2019
A Brain-Computer Interface Application for the Assessment of Cognitive Aging
Systems Software Fourth Award
Timely diagnosis of neurodegenerative disorders like Alzheimer’s Disease, which is currently highly inaccessible, can reduce its medical, personal, and societal impacts; cognitive deteriorat…
CSEF · 2019
Accurate Identification of Cardiac Anomalies through Deep Learning
Computational Systems & Analysis (Senior Division Only)
Objectives The objective of this research was to develop a neural network to automatically identify arrhythmia in the electrocardiogram (ECG) at diagnostically accurate levels. Methods 108,2…
CSEF · 2019
A Deep Learning Approach to E. coli Epidemic Prediction
Computational Systems & Analysis (Senior Division Only)
Objectives E. coli ravaged the US in 2018, with the first outbreak tracked back to Yuma, Arizona infecting 210 and the second, tracked back to central California infecting 62. Outbreaks of t…
ISEF · 2019
A Deep Learning-Based Drowning Detection Method for Dynamic Swimming Pool Environments Using Spatiotemporal Neighborhood Analysis
Systems Software Third Award
Drowning detection in dynamic swimming environments is a challenging problem in computer vision, for which no satisfiable solutions have been found. Currently known methods primarily rely on…
ISEF · 2019
Alcohol Sensor
Systems Software
The Alcohol Breathalyzer Immobilizer With about 30 people killed due to drunken driving every day in the USA only, resulting in about 10950 lives lost per year, drunk driving is a killer tha…
CSEF · 2019
A Modular and Dynamic GPU-Based Maize Simulation Using L-Systems
Computational Systems & Analysis (Senior Division Only)
Objectives Plant field testing is often a long and costly process that is crucial to the development of efficient agricultural techniques. We aimed to create a plant topology simulator that…
ISEF · 2019
An Adaptive, Low-Cost Device for Automated & Offline Medical Analysis Utilizing Neural Networks with Reinforcement Learning Optimization
Systems Software Fourth Award
Diagnosing diseases automatically has been an immense challenge, owing to their variable properties and symptoms. On the other hand, Neural Networks (NNs) have developed into a powerful tool…
ISEF · 2019
An AI-based System for Discovering Potential Adverse Drug Events Using Open Data
Systems Software
According to the U.S. Department of Health and Human Services, adverse drug events (ADEs) account for one-third of total hospital adverse side effects every year. The increasing prevalence o…
CSEF · 2019
Analysis of ADHD among Students
Computational Systems & Analysis (Senior Division Only)
Objectives Coded for Logistic Regression and Artificial Neuron Network(package) in R language and tested the ADHD model accuracy with ROC. Methods Laptop computer with R language and package…
ISEF · 2019
A New Algorithm for Generating Gray Code: Chinese Rings Approach
Systems Software
A Gray Code sequence is a set of 2^n binary numbers in which only one bit changes between two consecutive elements. This property helps in reduce errors in data transmission and is commonly…
ISEF · 2019
An Interactive Tool for Self-Studying or Teaching the Inner Workings of a Simple 8-Bit Central Processing Unit
Systems Software
The project is a tool for simulating a simplified version of an 8-bit computer processor and how data moves inside one. This open source tool is built with Processing 3 and can be compiled i…
CSEF · 2019
A Novel Approach for Understanding Early-Stage Epileptogenesis via Nonlinear Manifold Learning
Computational Systems & Analysis (Senior Division Only) Honorable_mention Award
Objectives High-frequency oscillations (HFOS) in EEG data are thought to be promising biomarkers of epileptogenesis. Instead of examining data from patients living with epilepsy, EEG data we…
CSEF · 2019
A Novel Fuzzy Clustering-Based Convolutional Neural Network Ensemble for Histopathologic Cancer Metastasis Detection
Computational Systems & Analysis (Senior Division Only)
Objectives The objective of the project is to develop deep learning algorithms that can efficiently and accurately detect cancer cells in digitized lymph node slide images. Methods Used lapt…
CSEF · 2019
A Novel Model to Optimize the Efficient Use of Lithium-Ion Batteries in Renewable Energy Storage Systems
Computational Systems & Analysis (Senior Division Only)
Objectives Lithium-ion batteries are a central component of all renewable technology today, including hybrid/electric vehicles and grid energy storage systems. However, these expensive batte…
CSEF · 2019
A Novel Program for the Detection and Translation of the ASL Alphabet through the Use of Deep Learning
Computational Systems & Analysis (Senior Division Only)
Objectives American Sign Language (ASL) is a common way for people who are deaf, hard of hearing, or verbally impaired to communicate, with over one million people using it as a primary meth…
ISEF · 2019
Approximating the Weight of Sweet Corn Kernels from Digital Images Using Washer Integration
Systems Software Fourth Award
Most of canned food and frozen food manufacturers use only high quality sweet corns for their products, thus sweet corns are needed to be inspected and weighed before processing. The inspect…
ISEF · 2019
A Secure Implementation of Mendelian Randomization via Multi-Party Computation
Systems Software Fourth Award
Finding correlation and causation between lifestyle habits and disease remains a major public health goal of our society. With the usage of genetic, lifestyle, and epidemiological data, we a…
ISEF · 2019
Asguardian Cyber: A Customized Cybersecurity Program to Prevent Intrusions from Hackers
Systems Software
In 2018, the total cost of cyber attacks globally has summed to over $1T and the annual cost of global cybercrime is projected to reach $6T by 2021. In the US, 4,000 cyber attacks occur each…
CSEF · 2019
Automated Diagnosis of Aortitis Using Machine Learning
Computational Systems & Analysis (Senior Division Only)
Objectives Aortitis is a rare heart disease characterized by inflammation in the aorta. My goal is to create a reliable tool in diagnosing aortitis by developing an accurate machine learning…
ISEF · 2019
Automatic Mosaic and Real-time Measuring System for UAV Images
Systems Software
In a preceding project about red tide monitoring, there was a lack of reliable open data of red tide water area. Besides, the red tide mostly occurs alongside the mudflat hardly accessible f…
ISEF · 2019
Blockchain Optimization Model Based on Consistent Hash Algorithm
Systems Software
There are some problems such as duplicated storage and verification in current blockchain, which results in low operation efficiency. This model proposes a way to solve these problems based…
CSEF · 2019
Cellular Automata-Based Mathematical Model for the Spread of Forest Fires
Computational Systems & Analysis (Senior Division Only)
Objectives Taking into consideration the most important physical factors of fire spread, the objective is to develop a cellular automata-based mathematical model that can accurately predict…
ISEF · 2019
Classroom 2.0
Systems Software Fourth Award
The project entitled classroom 2.0, seeks a practical solution to the economic deficiencies that prevent the proper implementation of classrooms with the latest technological resources. Our…
ISEF · 2019
Colorizing Grayscale Photographs with a Neural Network
Systems Software
This work presents a deep learning based, fully automatic system for image colorization. A fully convolutional neural network was created, providing the ability to colorize images of any res…
CSEF · 2019
Computational DNA Methylation Analysis of Food Allergy Yields Novel 13-gene Signature to Diagnose Clinical Reactivity
Computational Systems & Analysis (Senior Division Only)
Objectives Current blood and skin tests are inaccurate (50-60% false positive rate) in distinguishing true food allergies (FA) from oral sensitivities. As a result, life-threatening Oral Foo…
ISEF · 2019
Computational Models and Algorithms for Dynamic Resource Distribution
Systems Software
The distribution of resources over geographic area is a key issue that can be found in many different fields and industries. For example, when given limited resources to build a certain amou…
ISEF · 2019
Computer Vision: To Control Computers' Cursors
Systems Software
Computer vision is the science that aims to visually sense the world around it. It is concerned with the automatic extraction, analysis, and understanding of useful information from a single…
CSEF · 2019
Constructing Vegetation-Health-Map Image Forecasts Using a Novel Variable Length Attention ConvLSTM Network
Computational Systems & Analysis (Senior Division Only)
Objectives Vegetation health forecasting is an important field of research that involves predicting annual crop growth patterns in order to provide information to humanitarian aid agencies,…
CSEF · 2019
Controlling the Chikungunya Virus in Dengue Endemic Areas through the Development of a Peptide Vaccine
Computational Systems & Analysis (Senior Division Only)
Objectives The Chikungunya and Dengue viruses are arboviruses transmitted by the mosquitoes Aedes aegypti and Aedes albopictus. Co-circulation of Dengue and the Chikungunya virus (CHIKV) mak…