Oh Kai Wen
Roles: Feature Engineering and Data Balancing, Model Training and Evaluation, Hyperparameter Tuning, Report Writing
Alzheimer System Prediction
What is Alzheimer?
Alzheimer’s disease is a progressive neurological disorder that affects the brain, causing problems with memory, thinking, and behavior. It is the most common cause of dementia, a general term for memory loss and other cognitive abilities serious enough to interfere with daily life.
Why detection is needed?
Early assessment can help people access care, plan for the future, and find support for themselves and their caregivers. A qualified clinician must assess symptoms and determine a diagnosis.
The aim of this project
This project explores Alzheimer-related classification using MRI images and structured clinical information. It presents two saved model workflows in an interactive application for coursework demonstrations.
Click learn more to know more about Alzheimer.
Learn More >Credit goes to MayoClinic.
Alzheimer FAQ Chat
Offline FAQ mode · Answers come from a fixed educational FAQ, not Gemini. A live Gemini chatbot needs a backend to protect its API key.
Prompt Suggestions about Alzheimer’s
Alzheimer Prediction Based On Data Info
Explore your clinical dataset
Choose your own authorized CSV to view the original dataset charts locally. Your CSV is not uploaded. The MRI dataset does not supply these clinical fields.
No dataset selected. Prediction works without the CSV.
Percentage of Alzheimer categories among categorical features
Alzheimer in numerical features plotted together
Data Distribution and Correlation Matrix
Alzheimer in a numerical feature with a categorical feature
Alzheimer’s Disease Prediction from MRI
Upload an MRI Image
Educational model demonstration. This checkpoint has not reproduced the presentation scores.
Drag and drop an MRI image here
JPG, JPEG or PNG · Up to 10 MB
Images stay in your browser. The first prediction downloads the approximately 16 MB CNN model.
Uploaded MRI Image
Group Members
Alsthania
Roles: Data Collection and Cleaning, Exploratory Data Analysis, Hyperparameter Tuning, MRI Image Analysis, Report Writing
Wilbert Andrew Yonathan
Roles: Model Training and Evaluation, Hyperparameter Tuning, Streamlit Application Development, Report Writing
Lu Zhuo Qing
Roles: Exploratory Data Analysis, Hyperparameter Tuning, MRI Image Analysis, Report Writing