38,465 real projects from ISEF, the Canada-Wide Science Fair, JSHS, AJAS, the Calgary Youth Science Fair and the California Science & Engineering Fair — searchable by meaning, and filterable by fair, year, category and award.
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives To design and implement a novel, accurate, and rapid machine learning based classification algorithm, computer vision software, and a mobile application to classify dermoscopy ima…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives The creation of new telescopes in the future will lead to the generation of more images of new distant galaxies which will need efficient and accurate classification to better und…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Alzheimer s Disease (Alzheimer s or AD) is an irreversible progressive brain disorder that slowly impairs memory, degrades thinking capabilities. Eventually, it can destroy the ab…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only) Honorable_mention Award
Objectives The identification of cancer driver genes is a critical component of precision oncology. Given the large feature space of The Cancer Genome Atlas (TCGA), which catalogs millions o…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only) Second Award
Objectives Current screening guidelines omit a large number of high-risk candidates that do not fit the traditional screening criteria. Furthermore, malignant lung nodule detection on CT sca…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only) Third Award
Objectives Atrial fibrillation (AF) is a chaotic and irregular electrical disturbance of human heart rhythm that affects over 33 million individuals worldwide, causing serious fatal health e…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only) Honorable_mention Award
Objectives Develop a model for traffic flow that aligns with game theory rules. Use a decision rule to optimize and automate intersection lights. Methods Laptop with processing.py compiler a…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only) Fourth Award
Objectives Indian Classical music is an improvisational form of music based on ragas, melodic frameworks which are passed down through a fading oral tradition. I aimed to provide computation…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives To (1) develop a more effective and accurate convolutional neural network (CNN) algorithm to validate, identify, and classify colorectal, breast and skin cancer through feature se…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives As the world population grows and the usable farming area shrinks, the demand for nutrition increases, leading to an escalating pressure on farmers to increase their yield. Due to…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Pneumonia is an infection that causes lung inflammation. In the US, 1 million people with pneumonia are hospitalized annually resulting in 50,000 deaths. A 2017 Stanford ChexNet s…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Many small unmanned ground robots are being developed to perform tasks such as delivery, surveillance, household tasks, and many other formerly-human tasks. It is essential to the…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Only 35% of skin disease biopsies are performed by dermatologists, and non dermatologists only correctly diagnose skin diseases with 23.9% accuracy. Many methods have tried to sol…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Hearing loss can be caused by multiple factors, such as genetics, aging, or exposure to noise or infections, rendering it a difficult medical disorder to remedy with a cure-all so…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Accurate digital pathology image analysis depends on high quality images. As such it is imperative to obtain digital images with high resolution for downstream data analysis. Whil…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Parkinson's Disease is a neurological disorder caused by neuron deterioration in the substantia nigra part of the brain. Such tremor-based diseases impacts tens of millions of peo…
CSEF · 2019
Computational Systems & Analysis (Senior Division Only)
Objectives Waterborne disease remains an economic and health burden to approximately 2 billion people, particularly in impoverished regions. Current control methods for waterborne parasites…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals The objective of this study is to find the most accurate integration scheme using planet trajectory simulations. Methods/Materials Computer, Python Programming Language (VPy…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals This computer simulation was created to produce a more accurate model of traffic, taking into account realistic driver behaviors. Methods/Materials The simulation was writte…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals The objective of this project was to apply machine learning algorithms to predict whether an NBA rookie will become an all-star based on his first year statistics. Methods/M…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals When creating our Machine Learning model, our objective was to be able to correctly identify the malignancy of the Lung presented based on the CT scan images. This was achie…
CSEF · 2018
Computational Systems & Analysis Second Award
Objectives/Goals My project goal was to develop a computational model to classify Tweets for relevance to gender-based violence (GBV), a prevalent human rights issue that transcends a variet…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals My project attempts to find the optimal number of convolutional layers (a conv. layer teaches filters to recognize details) to place next to each other in order to improve t…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals The purpose of this project is to learn to create animation using the Alice 3 programming language to create 3D figures that represents and demonstrates a story. Methods/Mat…
CSEF · 2018
Computational Systems & Analysis First Award
Objectives/Goals Cancer of unknown primary (CUP) is the 4th leading cause of cancer-related deaths worldwide. Patient prognoses can be significantly improved with site-specific therapy. Thus…
CSEF · 2018
Computational Systems & Analysis First Award
Objectives/Goals The goal of this project was to successfully create tactile image by taking a digital image, breaking it up into a 6 by 6 array, and then assigning each array to one push ro…
CSEF · 2018
Computational Systems & Analysis Honorable_mention Award
Objectives/Goals The objective of this project was to determine if feature detection algorithms could identify neurodegenerative lesions in brain MRIs. Neurodegenerative lesions, including t…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals Most of what we know about the composition of the universe is due to spectroscopy, the measurement of light intensity at varying wavelengths. My project investigates the app…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals Many diabetics constantly monitor their blood sugar levels and administer insulin as needed. To help diabetics, extensive research is being done to create a device which fun…
CSEF · 2018
Computational Systems & Analysis
Objectives/Goals The objective of the project is to build a system to detect the basketball trajectory and provide feedback of the incident angle to the shooter. Methods/Materials I bought a…