“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.”
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SOLUTION
ETHICS
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PROBLEM
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ETHICS
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PROBLEM
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BRIG.AI
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ETHICS
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PROBLEM
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BRIG.AI
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ETHICS
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PROBLEM
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ETHICS
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PROBLEM
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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
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ETHICS
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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.
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The Market Gap
What can users do after being dismissed by a medical professional?
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SOLUTION
ETHICS
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PROBLEM
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The Market Gap
What can users do after being dismissed by a medical professional?
BRIG.AI
SOLUTION
ETHICS
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PROBLEM
Does not target women’s health
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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
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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
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PROBLEM
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Doris Zhang
Lauren Yip
Shabicha Sureshkumar
Sohee Goo
Emem Edem
Brig.ai
Introducing…
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The Solution
Preventing diagnostic delay for Endometriosis and PCOS by informing women of their most effective diagnostic tests based on their symptoms.
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BRIG.AI
SOLUTION
ETHICS
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PROBLEM
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BRIG.AI
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ETHICS
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PROBLEM
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Endometriosis Dataset
PCOS dataset
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Data Model
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Data Model
Logistic Regression Accuracy on Endometriosis
Adaboost Accuracy on PCOS Dataset
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ETHICS
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Data Model
Symptom Clusters for Endometriosis
Symptom Clusters for PCOS
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Endometriosis Dataset
PCOS dataset
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ETHICS
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PROBLEM
Data Model
Logistic Regression Accuracy on Endometriosis
Adaboost Accuracy on PCOS Dataset
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Endometriosis Dataset
PCOS dataset
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ETHICS
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PROBLEM
Data Model
Logistic Regression Accuracy on Endometriosis
Adaboost Accuracy on PCOS Dataset
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BRIG.AI
SOLUTION
ETHICS
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PROBLEM
Privacy
Not saving user health data to respect privacy & consent.
Disclaimers
Ensuring users are aware of our limitations.
Ethics
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ETHICS
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Next Steps
More & Diverse Data
Phase 1
Chatbot w/ GPT API
Phase 2
Consult with doctors
Phase 3
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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.
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to our TA, mentor, cohort coordinator, and AI4Good Lab for all the support and guidance!
Thank you
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BRIG.AI
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ETHICS
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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
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