Search past science fair projects

CYSF · 2025

lung segmentation

using a machine learning project to look at different dieases and analyze what part of the lung is damaged

CYSF · 2025

Lx vs Dx: What's The Best Rx For Endometriosis?

Systematic literature review and comparative analysis comparing dienogest and the levonorgestrel-releasing uterine system for the treatment of endometriosis

M³LungXAI-LF: An Explainable Multi-Modal Late Fusion System for Improved Clinical Early Lung Cancer Diagnosis With Automated Medical Reporting

Robotics and Intelligent Machines

Lung cancer, the leading cause of cancer-related deaths globally, continues to face limited clinical adoption of machine learning model analysis for diagnosis due to the absence of an integr…

Machine Learning-Based Malaria Parasite Detection in Thin Blood Smear Images

Robotics and Intelligent Machines

Malaria is one of the top three most prevalent diseases in Ghana, with 5.2 million cases of malaria in 2022 alone, according to Ghana Health Service data. Light microscopy is the current bes…

Machine Learning for Identification of Fast Progressors of Infarct Growth in Early Window Acute Ischemic Strokes Without Perfusion Imaging

Purpose: Fast progressors (FP) of anterior circulation acute ischemic strokes at 0 -6 hours from onset (early window) are associated with less favorable outcome. FP is determined by using co…

Machine Learning for Increasing the Response Rate of Breast Cancer Patients to Neoadjuvant Therapy

Translational Medical Science

Purpose: Patients with breast cancer (BC) who undergo neoadjuvant therapy (NAT) before surgery and achieve a pathologic complete response (pCR) after NAT have a low rate of recurrence. Howev…

Machine learning optimized in silico design of a de novo RAGE inhibitor: a small molecule approach to slowing the progression of inflammatory disease

Computational Biology and Bioinformatics

Inflammatory diseases affect billions of patients worldwide. Receptor for Advanced Glycation End products (RAGE) has been identified as a promising target for many inflammatory diseases, inc…

Machine learning optimized in silico design of a de novo RAGE inhibitor: a small molecule approach to slowing the progression of inflammatory disease

Inflammatory diseases affect billions of patients worldwide. Receptor for Advanced Glycation End products (RAGE) has been identified as a promising target for many inflammatory diseases, inc…

CYSF · 2025

Machine Learning vs. Thyroid Cancer: Predicting Recurrence

My science fair project aims to predict the recurrence of thyroid cancer in patients who are in remission by utilizing machine learning, specifically a Random Forest model. The project invol…

CYSF · 2025

Machines at play

Can you find simple machines on a playground and if you can on which playground equipment can you find them ? I did a research project so I looked up each part of my question .

Magnesium Magic: The Rescue of the Parkinson's Model of Drosophila melanogaster With MgCl2 Supplementation

Animal Sciences

Parkinson's disease (PD), the second most common and fastest-growing neurodegenerative disorder affecting over 10 million people worldwide, is characterized by progressive neurodegeneration…

CYSF · 2025

Magnetic Levitating Cars Using Electric Induction to Power Cities

Cars levitating using magnetic repulsion that use magnetic motion to induce electricity to potentially power a city.

Magnetic Nanowire-Guided Delivery of BMCs to Prevent Coral Bleaching

Earth and Environmental Sciences

Coral reefs stand as the ocean's last line of defense, a living barrier vital to the marine ecosystem, supporting approximately 25% of its biodiversity, and providing additional benefits to…

Magnetopriming to Enhance Sugar Snap Pea Germination for Future Space Agriculture

Plant Sciences

In today's world, research about growing plants in space is being done against challenges in disoriented directions and slow growth rate of radicles. While plants on Earth shoot roots downwa…

Make24: Elegant Elementary Bounds for a Numbers Game

Mathematics

Make24 is a classic game where players compete to be the fastest to get to 24 using 4 integers between 1 and 10 inclusive. In the generalised version of this game, one is given k not necessa…

CYSF · 2025

Making D.I.Y Lava Lamps

This experiment is easy, interesting and very fascinating. The materials are easy to find and the procedure is also interesting as it teaches us chemical science and a cool new formula.

Making Every Component Count: Using the Shapley Value To Improve Win Ratio Analysis

Mathematics

Clinical trials often utilize composite endpoints to provide a comprehensive evaluation of a treatment’s effects by combining multiple related outcomes into a single measure. While tradition…

Mammograms and AI: Improving Accuracy, Accessibility, and Acceptance

As carcinogens have become increasingly prevalent in everyday life through the growing accumulation of microplastics, harmful chemical usage, and other factors -- so too has cancer; breast c…

Manufacture and Application of Solid Bactericide Using AgNPs-Sa Film and NaCl

Chemistry

When AgNO3 and sodium alginate are mixed, cross-linking occurs by the cation Ag+ and anion Cl-, which can produce an AgNPs-SA gel. Through this research, it was found out that when this film…

MAPS: Mangrove Analytics and Prediction System

Computational Biology and Bioinformatics

Mangroves play a crucial role in coastal protection, biodiversity support, carbon sequestration, and water purification. However, between 1996 and 2020, the Philippines lost 7,934 hectares o…

CYSF · 2025

Marauders of the Water: Detecting Microplastics

This project looks for presence of microplastics in Calgary and their approximate size.

MaR-VeL: Novel 3-D Magnetic-Controlled Bioprinted Encapsulation & Robotic Systems for Enhanced Stem Cell Integration and Regeneration

Biomedical Engineering

One of the biggest hurdles to Stem Cell Therapies' clinical applications has been the difficulty in delivering stem cells safely and retaining them at the target site without migrating uncon…

CYSF · 2025

Material Matters

Testing different materials to determine what keeps water the warmest.

Mathematical Modeling of Salt Marsh Surface Seawater Acidity

Earth and Environmental Sciences

The large amounts of CO2 generated by human activities results in an increase in ocean acidity on a global scale (Hill, 2018). The ability to determine long-term open ocean acidification tre…

Mathematical Modeling of T-Cell Mediated Oncolytic Virotherapy for Glioblastoma Treatment

Oncolytic virotherapy (OV) is a form of immunotherapy that uses specific viruses to prevent cancer cell proliferation. Specifically, the Zika virus has shown promise in combating glioblastom…

Matrix Product Formulas for Generating Functions for p-adic Valuations of Generalized Binomial Coefficients

Mathematics

For the last 20 years, many researchers have explored divisibility properties of integer sequences arising from combinatorial structures. In particular, binomial coefficients have been the s…

Measuring Cell-Free Protein Synthesis With NADH

Cellular and Molecular Biology

Our project determined that resazurin, a synthetic fluorescing agent originally used as a bioburden detector, is a practical fluorescing agent for quantifying NADH in cell-free reactions. We…

Mechanical Properties of PETG vs. PHBHHx in Clear Aligner Application

Materials Science

This study investigates the impact of environmental temperature changes on the mechanical properties of two plastic polymers: polyethylene terephthalate glycol (PETG) and poly(3-hydroxybutyr…

Mechanistic Insights into Org 43553-Induced Energy Expenditure In Vitro

The obesity epidemic, a leading driver of chronic diseases such as cardiovascular disease and type II diabetes, remains inadequately addressed by current pharmacological treatments. GLP-1 ag…

Media Service With Optimized Multi-Level Approach to Video Streaming

Systems Software

This research project explores a novel media service platform designed to optimize video streaming. Modern media delivery faces two key challenges: inter-server video transfer inefficiencies…