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Tracking Parkinsonian Tremors: A Wearable Device Application Utilizing Smart Sensing for Real-Time Monitoring & Analysis
Advisor: Mr. William Dunbar
School: Gunn (Henry M.) High School, Palo Alto, Santa Clara County
Brian B. Yang, Grade 11
Constructing Vegetation-Health-Map Image Forecasts Using a Novel Variable Length Attention ConvLSTM Network
Advisor: Mr. Daniel Stavis
School: Cupertino High School, Cupertino, Santa Clara County
Computational DNA Methylation Analysis of Food Allergy Yields Novel 13-gene Signature to Diagnose Clinical Reactivity
Advisor: <none acknowledged>
School: Harker (The) School, San Jose, Santa Clara County
Developing and Applying a Novel Stochastic Model to Increase Production of Functional Cardiomyocytes via DNA Methylation
Advisor: Mr. Tim Smay
School: University High School, Irvine, Orange County
Machine Learning Ensemble Model for Improved Personalized Lung Cancer Risk Assessment and Malignant Nodule Detection
Advisor: Ms. Melissa Klose
School: Palos Verdes Peninsula High School, Rolling Hills Estates, Los Angeles County
Implementation and Validation of a Machine Learning Model for the Early Detection of Alzheimer's Disease
Advisor: Mr. Leon Chan
School: Dougherty Valley High School, San Ramon, Contra Costa County
Decoding Neural Networks: Novel Computational Methods to Discover Anti-Tumor B Cell Receptor Binding Motifs
Advisor: Mr. Chris
School: Harker (The) School, San Jose, Santa Clara County
PhonoNet: Deep Learning for Raga Identification in Indian Classical Music
Advisor: Mr. Dom David
School: Westview High School, San Diego, San Diego County
A Novel Model to Optimize the Efficient Use of Lithium-Ion Batteries in Renewable Energy Storage Systems
Advisor: Ms. Rachel Dragos
School: Nueva Upper School, San Mateo, San Mateo County
Integrating Mathematical Modeling with Machine Learning for Cancer Driver Gene Identification
Advisor: Dr. Qing Nie
School: Northwood High School, Irvine, Orange County
Stephanie Zhang, Grade 11
PocketOnco: An App for Diagnosis-Prognosis of Colorectal, Breast, and Skin Cancer Using Convolutional Neural Networks
Advisor: <none acknowledged>, Mr. Michael Tang
School: Portola High School, Irvine, Orange County
Predicting Optimal Farming Regions via Machine Learning Trained on Novel Vegetation Index
Advisor: Mr. Ariel Haas
School: Canyon Crest Academy, San Diego, San Diego County
Developing a Novel, Accurate, and Rapid Machine Learning Based Skin Disease Diagnosis Algorithm and Mobile Application
Advisor: Mr. Lester Leung
School: Lynbrook High School, San Jose, Santa Clara County
A Novel Program for the Detection and Translation of the ASL Alphabet through the Use of Deep Learning
Advisor: Dr. Tracy Hughes
School: Presentation High School, San Jose, Santa Clara County
Automated Diagnosis of Aortitis Using Machine Learning
Advisor: Mr. Kenneth Iams
School: Lynbrook High School, San Jose, Santa Clara County
Controlling the Chikungunya Virus in Dengue Endemic Areas through the Development of a Peptide Vaccine
Advisor: Mrs. Renee Ogle
School: Amador Valley High School, Pleasanton, Alameda County
Waterborne Parasite Infection Risk Mitigation via Microscopy-based Assays and Parasiticide Proteases
Advisor: Mr. Jonathan Brix
School: Amador Valley High School, Pleasanton, Alameda County
Valmik D. Ranparia, Grade 11
Sky Shia, Grade 9
Sound Localization and Noise Cancellation to Assist the Hearing Impaired
Advisor: Dr. Young Kim
School: Chadwick School, Palos Verdes, Los Angeles County
Accurate Identification of Cardiac Anomalies through Deep Learning
Advisor: Mr. Daniel Kelley
School: Kehillah Jewish High School, Palo Alto, Santa Clara County
A Novel Approach for Understanding Early-Stage Epileptogenesis via Nonlinear Manifold Learning
Advisor: Ms. Melissa Klose
School: Palos Verdes Peninsula High School, Rolling Hills Estates, Los Angeles County
MapAF: Deep Learning to Improve Therapy for Complex Human Heart Rhythm Abnormalities
Advisor: Dr. Sanjiv Narayan
School: Harker (The) School, San Jose, Santa Clara County
Predicting the Presence of Pneumonia in Chest X-rays Using Deep Learning with Convolutional Neural Networks
Advisor: Mr. Erik Perkins
School: Kirby (Georgiana Bruce) Preparatory High School, Santa Cruz, Santa Cruz County
Modeling Intersections as an Asymmetric Non-Zero-Sum Game for Maximin Decision Theory and Traffic Flow Optimization
Advisor: Mrs. Jeralyn Newton
School: Portola High School, Irvine, Orange County
A Deep Learning Approach to E. coli Epidemic Prediction
Advisor: Mrs. Shahida Merchant
School: Salinas High School, Salinas, Monterey County
William Zhao, Grade 9
SkinSight: A Novel Implementation of a Convolutional Neural Network to Recognize Skin Diseases
Advisor: Dr. Eric Nelson
School: Harker (The) School, San Jose, Santa Clara County
Developing an Artificial Intelligence-Based Assistive Robot: A Novel Approach to Prevent Falling in Elderly People
Advisor: Mr. Matthew Carter
School: Clovis North High School, Fresno, Fresno County
Marek D. Pinto, Grade 10
Nitish Reuben, Grade 12
A Modular and Dynamic GPU-Based Maize Simulation Using L-Systems
Advisor: Mrs. Channy Cornejo
School: Santa Teresa High School, San Jose, Santa Clara County
STAC-STIC: Novel Computational Pipeline to Generate Digital Super-Resolution Static Representations of Pathology Slides
Advisor: Dr. Robert Ohgami
School: Lynbrook High School, San Jose, Santa Clara County
Real-Time Freespace Segmentation Using Deep Learning on Autonomous Robots for Detection of Negative Obstacles
Advisor: Mr. Sharad Singhani
School: Monte Vista High School, Danville, Contra Costa County
Cellular Automata-Based Mathematical Model for the Spread of Forest Fires
Advisor: Mrs. Daria Muller
School: Vista del Lago High School, Folsom, Sacramento County
Galaxy Morphological Classification through Convolutional Neural Networks
Advisor: Mrs. Darshana Surti
School: Granite Bay High School, Granite Bay, Placer County
Analysis of ADHD among Students
Advisor: <none acknowledged>
School: Stevenson (Robert Louis) High School, Pebble Beach, Monterey County
A Novel Fuzzy Clustering-Based Convolutional Neural Network Ensemble for Histopathologic Cancer Metastasis Detection
Advisor: Mrs. Rajshree Mudaliar
School: Pacific Ridge School, Carlsbad, San Diego County