Excited to share our new paper in Annals of Oncology: “Machine learning reveals country-specific drivers of global cancer outcomes.” Using #ExplainableAI across 185 countries to guide actionable policy for #GlobalCancerEquity. 🌍 Link in comments.
@EChrisDee
🐾 Monthly @TheCORGILab meeting!
20+ corgis on one call — trainees from high school, college, medical school, residency & fellowship & faculty across continents and time zones, sharing works in progress and planning what’s next.
Global oncology research is a team sport. 🌎🌍🌏
#CORGILab #GlobalOncology
The model was accurate — predicted and actual outcomes correlated at r = 0.92. Globally, three levers led: GDP per capita (22.5%), radiotherapy capacity (15.4%), and universal health coverage (12.9%). 4/
🐾 MEET THE CORGI
Milit S. Patel (@militspatel) is a research assistant working across @UTAustin, @MIT, and @MSKCancerCenter — at the intersection of global oncology, cancer health equity, genomics, and clinical AI. A recent UT Austin graduate — Dean's Honored Graduate, with Special Departmental Honors & Distinction in Research — he's also CTO of an early-stage biotech.
In his words:
"I came to @TheCORGILab because the questions I kept running into were never only biological — the answer kept turning on which system a patient happened to be treated within, and who that system was built for. CORGI is one of the few places where that's the starting point rather than a limitations paragraph. My work now sits across health-systems metrics, cancer genomics in multi-institution cohorts, and the validation of clinical AI — and I care most about where those three overlap."
#MeetTheCORGI #CORGILab
So excited for everything to come for @emmaruoyii, who is just at the beginning of her journey as she starts medical school at @dukenus!
Emma is the first mentee I’ve had the privilege of mentoring closely through @TheCORGILab, which makes it especially meaningful to watch her take this next step. I couldn’t be more excited to see where her journey takes her!
She has one of the most important traits of a researcher: she’s a finisher! Excited to be able to share all of her work as they get published in the months and years to come! #CORGILab
🐾 MEET THE CORGI
Emma Zhang (@emmaruoyii) is a first-year medical student at Duke–NUS Medical School (Singapore), bringing a data scientist's toolkit — statistics, modeling, and AI — to oncology.
In her words:
"I wanted exposure to oncology research, and first got involved analyzing Global Burden of Disease data with CORGI. I'm hoping to keep leveraging my data and modeling skills to analyze medical data — and eventually to both practice medicine and help invest in and finance healthcare delivery, innovation, and research."
We are excited for all the projects in progress, under review, or under revision she is working on with @TheCORGILab! More to come from Emma!
#MeetTheCORGI #CORGILab
Disaggregating Gender Inequality Globally: Health Systems, Gender Inequality, and Female Pan-Cancer Outcomes.
Read the full article. https://t.co/CZmlGzvuqK
🧵 READ THE CORGI
New @TheCORGILab study, out today in @JAMANetworkOpen: cervical cancer is one of the world's most inequitable cancers — and so are the clinical trials meant to fight it.
Led by @snehaahuja (a college sophomore!), mentored by Dr. @luisajacomina, in collaboration with Dr. Jainar, Dr. @saramoufarrij1, and Dr. @EChrisDee.
Here's what we found 👇
#ReadTheCORGI #CORGILab #cervicalcancer #clincaltrials @OncoAlert 1/
🌐 Welcome to @TheCORGILab!
#CORGILab (Collaborative Oncology Research Group International) is a global oncology research collaborative founded by @EChrisDee, bringing together students, trainees, clinicians, and scientists from around the world to advance cancer research, strengthen health systems, and improve cancer outcomes.
Our work is built on three core principles:
🧬 Rigorous science
🤝 Mentorship & collaboration
🎗 Equitable cancer outcomes
We believe that meaningful research happens when diverse perspectives come together across disciplines, career stages, and countries. By fostering collaboration and mentorship, we aim to develop the next generation of investigators while producing research that improves cancer care worldwide.
Follow @TheCORGILab for publications, conference presentations, trainee/member achievements, and opportunities to collaborate.
Collaboration has no borders 🌎🌍🌏
#CancerResearch #GlobalOncology #Oncology #HealthEquity
A few memories from #ASCO26 📸
Grateful for the chance to reconnect w/ mentors, collaborators, old friends & meet many new colleagues from around the world. So many conversations, ideas & opportunities to learn packed into a few days.
Already looking forward to next year 🙏🏼
Grateful to @EChrisDee and @IyengarPuneeth for the mentorship, and to @alessandrohammd for being such a thoughtful collaborator on this one. Excited to see this piece out in BJC Reports!
Thankful to have mentors like @JamesFanWu and @EChrisDee. None of this would be possible without their help, as well as all of our worldwide collaborators!
Finally got to meet #AI#machinelearning extraordinaire in person! @militspatel has led many projects w/ #CORGI & it’s been an honor to be a part of them & learn from him! He’s truly an expert w/ a bright future having just graduated from college. More to come! #ASCO26
Feeling hopeful and excited post @ASCO#ASCO2026
Each year is an opportunity for our #global group to come together, meet mentors, ideate, and break bread.
Tomorrow, the work for people with #cancer begins again.
And what a crew to do this work with 🤩
@MSKCancerCenter
Great to reconnect with @cspramesh at #ASCO26!
Our group has learned so much from Dr. Pramesh’s global oncology expertise and leadership over the years.
We are always grateful for his thoughtful insights, guidance, and support of our projects! 🌍✨ #CORGI