How to use SAGE?
Step - 1: Take the cap and turn on the button inside the cap
Step - 2: After indication light blinks put the cap in your head firmly
Step - 3: Wait for the notification from SAGE in your mobile to know about potential seizure
LIVE ANXIETY FREE
What's to come?
Sometimes the seizure may be so strong that the patient may lose his control over body. So, we are working on a pneumatic air cushion system which will deploy automatically, when it detects that patient is falling to protect his head.
Credit: Hovding helmets
Journey of SAGE
Idea Generation Phase
We were doing a colab with a private hospital in Dhaka, where we noticed a patient's epileptic seizure all of a sudden. This sparked a curiosity among us. The present doctors told about the uncertainity of epileptic seizures and the mental state of these patients. We felt from the bottom of our heart that as youth we should do something.
Research Phase
We started SAGE as a research paper to explore innovative approaches for epilepsy seizure prediction. Realizing its potential to address real-world challenges, we expanded the scope beyond academia. We took the inititive to gift the worldwide epeilepsy community with a magical device.
Hardware Development
Designed a portable, low-cost EEG cap using the 4 electrode placement system.
Software Development
We developed an AI-powered software using LSTM models for real-time seizure prediction. LSTM model along with proximal policy optimization, temporal fusion transformer showed satisfying results. 960 hours of EEG data was used on A100 GPU to train.
Testing & Calibration
Conducted tests on 8 people low-income-background people. We then got all useful feedbacks and applied them into our product.
SAGE Launch
Finally, SAGE emerged as a revolutionary wearable device.
Expansion of SAGE
Our vision is to make SAGE the ultimate brand for epilepsy care. From mild relaxant drinks to high tech device like earbuds, we want to make the epilepsy care affordable and easy. SAGE is not only a brand but a hope for entire epilepsy community!
See an overview of our project!
Let's imagine things visually! See the work in 5 minutes below!
Meet the Team
Connect: arefinanwar112@gmail.com
Connect: misbahinan@gmail.com
Connect: abrarshahidrahik@gmail.com
Connect: steinerstein313@gmail.com
