Peace Odiase.

University of Pittsburgh& Carnegie Mellon University · MSTP

Peace Odiase

MD/PhD candidate in the Pitt–CMU Medical Scientist Training Program. I design interactive and AI systems for health that respond to what people need, think, and expect.

Portrait of Peace Odiase

Research at Carnegie Mellon

Human–computer interaction · health · neural signals

June – July 2025

CHI 2026🏆 Honorable Mention · Top 5%

Evidotes: Integrating Scientific Evidence and Anecdotes

A browser extension that adds an LLM-powered layer to Reddit health posts. It pairs PubMed evidence with peer anecdotes through three lenses (dive deeper, focus on positivity, big picture), so readers get answers without spiraling into anxiety.

S. Bali, R. Arakawa, P. Odiase, T. Wu, M. Goel · Paper · arXiv · CMU news

LLMs + RAGHealth informationOnline communities

June – July 2026

Under review

Towards Understanding and Modeling Neural Expectations in Interactive Systems

What happens in the brain when a system does something we didn't expect? In a simulated driving task, unannounced steering-wheel interventions produce real surprise. We capture it with 31-channel EEG, facial-affect tracking, and pupillometry.

S. Roy, P. Odiase, A. Kulshrestha, K. Tsang, S. Heijboer, E. Iliffe-Moon, B. Mok, S. Pandya, S. Wood, A. Ion, D. Lindlbauer

EEGForce feedbackSurpriseUser study

June 2025 – Present

User studies in progress

What Should the Answer Accomplish? Goal Selection in Medical AI

Two medically correct answers can still serve a patient differently. We map the goals physicians pursue when they answer the same question, then build a system that infers a patient's response goals from their story and conditions the AI's answer on them.

LLMsPatient-centered AIThink-aloud study

About

I envision health technology that meets patients where disease actually unfolds: at home, between clinic visits, and in the moments when they need answers.

I am an MD/PhD candidate in the University of Pittsburgh – Carnegie Mellon University Medical Scientist Training Program. My research bridges neuroscience, sensing, and human–AI interaction, grounded in neurodegenerative disease. This includes (1) measuring how people and their brains respond to interactive systems, using EEG and physiological signals; (2) patient-facing AI that decides what an answer should accomplish, not just whether it is correct; and (3) at-home tools that capture how a condition changes between visits.

My path began at the bench, studying how dopamine signaling is regulated in neurodegenerative disease, in C. elegans, in human cells, and through population studies of cholesterol-lowering medication. Alongside the lab, I have designed and built for people, from front-end development and user testing on a patient portal at Allscripts to machine learning for health analytics, and I recently co-founded a digital health startup for people with Parkinson's disease.

I have co-authored 20+ peer-reviewed papers, including a CHI 2026 paper that received an Honorable Mention (top 5%), and co-authored more than 25 conference presentations at venues including CNS and AANS. I graduated as valedictorian of Fisk University and am a member of Phi Beta Kappa. Outside the lab, I build clinics, training programs, and educational centers in impoverished communities.

  • Human–AI interaction in health
  • Neural & physiological signals
  • Global neurosurgery & neurotrauma
  • Neurodegenerative disease

Highlights

  • Upcoming first-author oral talk on machine-learning prediction of refeeding syndrome in critically ill patients.
  • Evidotes received an Honorable Mention (top 5%) at CHI 2026 in Barcelona.
  • Submitted work on modeling neural expectations in interactive systems.
  • Co-authored an oral presentation at AANS 2025 (Boston) on oncolytic viruses for high-grade glioma, plus 9 posters.
  • Six neurosurgery papers in World Neurosurgery, J Neurosurg: Pediatrics, Neurochirurgie, and more.
  • Co-authored an oral presentation at CNS 2024 (Houston) on traumatic spine injuries in Africa.
  • Became an Advocacy Champion for United to Beat Malaria.

Industry & Health Technology

2026 – Present

Co-Founder

Digital health startup · with Sid Roy

Building tools that support Parkinson's patients and their families between clinic visits.

2022 – 2025

Analytics Manager, B2B

Momentive Software (formerly Community Brands)

Redesigned customer journeys and made data visible across channels for global medical organizations. Grew qualified inquiries 41% and pipeline 20% year over year.

2022 – 2025

Co-Founder & Chief Data Analyst

Osaze

Took a B2B2C company from concept to launch and grew revenue year over year through sales, marketing and operations. Built key partnerships and the founding team.

2021 – 2022

Corporate Analyst, B2C

Acadia Healthcare

Guided data-driven decisions for 77 mental healthcare companies, refining patient targeting and outreach. Helped increase access to eating disorder treatment facilities by 110% year over year.

2015

Instructional Design Intern

Allscripts EHR

Ran end-user testing and did front-end development for a patient enrollment portal in an electronic health record system.

Publications

Full list on Google Scholar ↗

Talks & Presentations

Research

2020 – 2025

Clinical Coordinator & Research Lead

Meharry Medical College · Microbiology + Neuroscience

Studied cholesterol and dopamine transporter function with STORM microscopy, and ran population studies of cholesterol medication and methamphetamine relapse. Also studied the methamphetamine interactome, the nasal microbiome in COVID-19 with HIV, and glioblastoma outcomes.

2014 – 2018

Research Volunteer

Fisk University · School of Graduate Science

Studied hsp12.6/fkh-8 dopamine signaling and dat-1 missense variants in C. elegans.

2014

Research Intern

Vanderbilt University · VUSRE

Studied glial swip-10 control of dopamine signaling. Co-author in J Neuroscience.

2013 – 2014

Research Intern

Meharry Medical College · Prostate Cancer Training Program

Studied how miR-27a/b affect PPARγ in prostate cancer cells.

Education

Present

MD/PhD, Medical Scientist Training Program

University of Pittsburgh & Carnegie Mellon University
2012 – 2016

B.A., Biology

Fisk University · Valedictorian, GPA 4.0 · Cravath Presidential Scholar

Public health & advocacy

2013 – Present

Founding Member & Director of Global Partnerships

Catering to Africans in Need

Helped build a clinic in Jeida, Nigeria, and the first free educational resource center in Alimosho. Programs have reached more than 10,000 children.

2023 – 2025

Advocacy Champion, Tennessee

United to Beat Malaria

Worked with U.S. lawmakers on federal malaria funding.

2020 – 2024

Director of Global Operations

The M. Kukoyi Foundation

Trained more than 400 community members. Helped raise TBI survival from 50% to 94% across 14 hospitals.

2020 – 2024

President; Research & Outreach Chair

Distinguished Nigerian Physicians of Tomorrow

Skills

EEGSTORM microscopyOptogeneticsC. elegansCell culturePythonRSQLArtificial intelligenceMachine learningStatistical modelingJavaScriptUnity

Honors

  • Phi Beta Kappa
  • Sigma Xi · Beta Kappa Chi · Mortar Board · Alpha Mu Gamma
  • Erastus Milo Cravath Presidential Scholarship
  • Valedictorian, Fisk University