1 of 25

  • Nathali Zamora

“She rolled her eyes at me. ‘You just have bad periods.’

There was something inside of me and no one listened. I did everything I was supposed to do, and they didn’t believe me.”

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

2 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

3 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

4 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

5 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

6 of 25

7-10 year

diagnostic delay for women with endometriosis.

70%

of women with PCOS remain undiagnosed.

72%

of 1120 female patients surveyed have experienced medical gaslighting.

R. Hadfield, University of York

World Health Organization

K. Shkodik, MiraCare

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

7 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Problem Statement

Women are dismissed and misdiagnosed at the symptom-reporting stage due to lack of awareness, inadequate understanding of reproductive health conditions, and medical bias by medical practitioners.

YOUR LOGO ABOUT PROJECT PRICE TEAM

8 of 25

The Market Gap

What can users do after being dismissed by a medical professional?

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

9 of 25

The Market Gap

What can users do after being dismissed by a medical professional?

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Does not target women’s health

YOUR LOGO ABOUT PROJECT PRICE TEAM

10 of 25

The Market Gap

What can users do after being dismissed by a medical professional?

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Does not target women’s health

Does not address medical gaslighting

YOUR LOGO ABOUT PROJECT PRICE TEAM

11 of 25

Doris Zhang

Lauren Yip

Shabicha Sureshkumar

Sohee Goo

Emem Edem

Brig.ai

Preventing diagnostic delay for Endometriosis and PCOS by informing women of their most effective diagnostic tests based on their symptoms.

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

12 of 25

Doris Zhang

Lauren Yip

Shabicha Sureshkumar

Sohee Goo

Emem Edem

Brig.ai

Introducing…

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

13 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

The Solution

Preventing diagnostic delay for Endometriosis and PCOS by informing women of their most effective diagnostic tests based on their symptoms.

YOUR LOGO ABOUT PROJECT PRICE TEAM

14 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

15 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

YOUR LOGO ABOUT PROJECT PRICE TEAM

16 of 25

Endometriosis Dataset

PCOS dataset

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Data Model

YOUR LOGO ABOUT PROJECT PRICE TEAM

17 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Data Model

Logistic Regression Accuracy on Endometriosis

Adaboost Accuracy on PCOS Dataset

YOUR LOGO ABOUT PROJECT PRICE TEAM

18 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Data Model

Symptom Clusters for Endometriosis

Symptom Clusters for PCOS

YOUR LOGO ABOUT PROJECT PRICE TEAM

19 of 25

Endometriosis Dataset

PCOS dataset

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Data Model

Logistic Regression Accuracy on Endometriosis

Adaboost Accuracy on PCOS Dataset

YOUR LOGO ABOUT PROJECT PRICE TEAM

20 of 25

Endometriosis Dataset

PCOS dataset

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Data Model

Logistic Regression Accuracy on Endometriosis

Adaboost Accuracy on PCOS Dataset

YOUR LOGO ABOUT PROJECT PRICE TEAM

21 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Privacy

Not saving user health data to respect privacy & consent.

Disclaimers

Ensuring users are aware of our limitations.

Ethics

YOUR LOGO ABOUT PROJECT PRICE TEAM

22 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Next Steps

More & Diverse Data

Phase 1

Chatbot w/ GPT API

Phase 2

Consult with doctors

Phase 3

YOUR LOGO ABOUT PROJECT PRICE TEAM

23 of 25

Brig.ai

Join us to bridge the gap between patients and medical professionals.

Problem

Solution

Women are misdiagnosed or dismissed at the symptom reporting stage for endocrine diseases.

Suggesting diagnostic tests to help educate women to navigate their next steps.

Impact

Empowering women to champion for themselves and combat gaslighting.

YOUR LOGO ABOUT PROJECT PRICE TEAM

24 of 25

to our TA, mentor, cohort coordinator, and AI4Good Lab for all the support and guidance!

Thank you

YOUR LOGO ABOUT PROJECT PRICE TEAM

25 of 25

BRIG.AI

SOLUTION

ETHICS

NEXT STEPS

PROBLEM

Chatbot w/ GPT API

Users can ask custom questions about their diagnostic tests and their health rights.

More & Diverse Data

More patient data, features, and endocrine diseases = higher accuracy for underrepresented groups.

Next Steps

YOUR LOGO ABOUT PROJECT PRICE TEAM