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Jude Kong

@dzevela

Mathematician | Canada Research Chair | AI, Data Science, Mathematial Modeling, and Math Education Expert | Professor at @UofT | Director of ACADIC | Director of AI4PEP | Director of AIMMLab

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26.11.2024
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Latest posts by Jude Kong @dzevela

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Was a panelist at the UofT AI Ethics & Society Conference 2026! We dug into model deployment decisions, the accuracy vs. interpretability trade-off, and how accountability shifts as AI takes on more. Big thanks to @IlluminAI and Sofi for an outstanding event. πŸ™Œ

11.03.2026 03:38 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We welcomed Black students from Archbishop Denis O'Connor Catholic High School to @UofT's AI Labs πŸŽ‰ They toured cutting-edge labs, explored AI careers & programs β€” and left genuinely inspired. Grateful to @VectorInst, @FieldsInstitute & all our lab partners. More students coming this week! πŸ™Œ

11.03.2026 03:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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One year ago Canada launched Canada’s Africa Strategy: A Partnership for Shared Prosperity and Security. Great to see the strategy moving into implementation with engagement of African diaspora
Thks to Hon. Rob Oliphant for his leadership in advancing Canada–Africa relations.

11.03.2026 01:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Loved being in Addis at the #CHOICE Working Group kick-off! πŸŒπŸ’‘ Connecting with global health & AI innovators to advance ethical AI in LMICs. Gave a talk on decolonizing AI ethicsβ€”ensuring AI serves local communities. #AIforHealth #GlobalSouth

05.03.2026 18:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Day 1 at the @CEPIvaccines , @WHOAFRO & @AfricaCDC meeting on AI for pandemic preparedness (PP) and vaccine R&D
I presented: Equitable Access in Epidemic Intelligence & Vaccine R&D: Insights from @Ai4Pep
Great discussions on AI, data governance, and CEPI’s PPX for Disease X

04.03.2026 03:18 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Thank you Prof. Lukong for the invitation to keynote at the University of Saskatchewan Black History Month Research Symposium 2026.
From village pathways to AI-driven health systems β€” and empowering youth through Agentic AI & Ask a Black Mathematician.

27.02.2026 17:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Multi-model large-scale AI framework for avian influenza surveillance and preparedness: Harnessing large language models to enhance risk communication, real-time decision support, and public health re... Avian influenza remains a persistent threat to global health security, with serious consequences for food systems, trade, and pandemic preparedness. T…

www.sciencedirect.com/science/arti...

25.02.2026 17:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Multi-model large-scale AI framework for avian influenza surveillance and preparedness: Harnessing large language models to enhance risk communication, real-time decision support, and public health re... Avian influenza remains a persistent threat to global health security, with serious consequences for food systems, trade, and pandemic preparedness. T…

Thank you for pointing this to me. Here is the correct link: www.sciencedirect.com/science/arti...

25.02.2026 17:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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February Spotlight #5 🦠🧠 Our new paper benchmarks ChatGPT-4o, Grok, Gemini 1.5 Pro & DeepSeek R1 for avian flu risk communication + real-time decision support across stakeholder scenarios. Big promiseβ€”needs role-aware evaluation. www.sciencedirect.com/science/arti...

24.02.2026 22:42 πŸ‘ 3 πŸ” 1 πŸ’¬ 3 πŸ“Œ 0
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New publication!

Our study shows that behavioural change + targeted vaccination can significantly reduce mpox transmission in the DRC β€” with vaccination of children having the greatest impact.

Read more: www.sciencedirect.com/science/arti...

24.02.2026 22:26 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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πŸ“’ New publication!

Our modeling study shows that pre-exposure vaccination in high-risk populations is key to preventing mpox resurgence in Canada. Without it, mpox could become endemic.

Read more: link.springer.com/article/10.1...

24.02.2026 22:10 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Framing the Convergence of One Health and Digital Health in the Global South With a Gender-Sensitive Foresight Perspective: Delphi Study Using Latent Semantic Analysis Background: The convergence of digital health and One Health represents an emergent paradigm in global health governance. While widely discussed in high-income settings, there is limited understanding...

New paper:
How are #DigitalHealth & #OneHealth converging in the Global South?
Using a gender-sensitive Delphi + latent semantic analysis, we identify structural drivers, emerging issues & overlooked weak signals shaping future health governance.
πŸ”— www.jmir.org/2026/1/e78702/

24.02.2026 21:51 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ“˜ New chapter: Bridging the AI Divide in Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications.

Advancing equitable access to compute & data.

Grateful to @IDRC_CRDI for the support.

πŸ”— link.springer.com/chapter/10.1...

24.02.2026 21:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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New publication 🚨

AI-driven ST-CAN for high-resolution methane prediction, validated in the Athabasca oil sands region.

More accurate, robust, and interpretable climate monitoring.

Link: www.sciencedirect.com/science/arti...
Thanks to @NSERC_CRSNG

#AI #Methane #ClimateTech

24.02.2026 20:38 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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πŸ“’Publication spotlight

We introduce an AI-driven ST-CAN model for high-resolution methane prediction, validated in the Athabasca oil sands region.
Improved accuracy, robustness during satellite data gaps, and enhanced interpretability for climate monitoring.

Thanks #NSERC_CRSNG

24.02.2026 20:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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INDICIUM STEM_Fellowship – #AIMMLab 2026 🌟

Welcome Keishi Suzuki, a UofT Math & CS student, to our #Indicium cohort! His interests span #MachineLearning robustness & healthcare. Over the next 16 weeks, he’ll be supervised by Prof. @dzevela.bsky.social. Project details soon. πŸ†

#STEMFellowship #AI

19.02.2026 14:06 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Silent cyber threats: How shadow AI could undermine Canada’s digital health defences Shadow AI is the unsanctioned use of AI systems without formal institutional oversight. In health care, it means pasting patient details into public chatbots.

πŸ€– Silent cyber threats: How unchecked use of shadow AI (including for #translation) could undermine a country's digital health defences
theconversation.com/silent-cyber...
by @dzevela.bsky.social & AbbasYazdinejad
via @theconversation.com

17.02.2026 17:07 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Honored to represent the Canadian Black Scientists Network at Centennial Presbyterian Church in Calgary for Black History Month!

I shared my STEM journeyβ€”breakthroughs, challenges, and the impact of our work across Canada & the Global South. Inspired by the brilliance of these young minds.

16.02.2026 07:54 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Another feather cooking from Ethiopia! πŸ‡ͺπŸ‡Ή
After Shey and Abusuapanyin… perhaps next will be Gosa/Shum!
As we await this new feather, I simply want to say: Thank you, Ethiopia, for the incredible hospitality. I am grateful beyond words.

You are indeed the capital of Africa.

16.02.2026 07:37 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Looking forward to speaking this Afternoon at the Coalition for Health AI Innovation and Ethics (CHOICE) Kick-off Meeting in Addis Ababa

I’ll be sharing reflections on Decolonizing AI Ethics: Principles and Practices in LMICs.

12.02.2026 09:52 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Looking forward to speaking this Afternoon at the Coalition for Health AI Innovation and Ethics (CHOICE) Kick-off Meeting in Addis Ababa

I’ll be sharing reflections on Decolonizing AI Ethics: Principles and Practices in LMICs.

12.02.2026 09:52 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Greatmeeting in Addis Ababa today with colleagues from the Ethiopian Ministry of Health!

We had a rich discussion on the National Health Innovation Strategy, explored priority projects, & identified opportunities for collaboration in addressing these key priorities.

11.02.2026 19:52 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What a joy hosting Johannah (Leadership by Design Grade 11),
Her thoughtful questions about my journey, challenges, and our work across Canada & Africa made for such an engaging conversation.
Grateful for programs that link Black youth with Black leaders in the workplace.

07.02.2026 00:50 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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It was a pleasure hosting Ms. Hong from the Korean Ministry of Health and Welfare

We discussed AI work across @dlsphjournalism.bsky.social (incl. @aimmlab.bsky.social) improving patient care & safety, and AI already deployed in Canadian hospitals to detect high-risk patients.

Welcome to Canada πŸ‡¨πŸ‡¦

07.02.2026 00:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Big thanks to Davide Montesarchio for your talk in our lab last Friday (Jan 30, 2026) on science communicationβ€”loved it. πŸ™

β€œScience is not finished until it’s communicated.” πŸ’‘

02.02.2026 18:37 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Thank you Prof Veillard for inviting me to your Global Quality of Care course to speak on AI + digital innovation for quality of care & patient safety. Key message: impact at scaleβ€”especially in LMICsβ€”depends on governance, implementation, and context.

02.02.2026 15:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Integrating deep-learning methods and web-based data sources for surveillance, forecasting and early warning of avian influenza Abstract. Highly pathogenic avian influenza (HPAI), especially the H5N1 subtype has caused repeated global outbreaks, primarily affecting birds, but occasi

🚨 New Publication:
We show how web-based, environmental & climatic data + historical cases improve early warning of avian influenza in Canada using deep learning. GRU models were most accurate; Facebook activity & temperature also key.
πŸ”— royalsocietypublishing.org/rsif/article...

18.01.2026 16:57 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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🚨 New Preprint | AI-Powered Mosquito Surveillance

🦟Vector-borne diseases cause 700k+ deaths/yr, hitting low-resource regions hardest
We present MosquitoTrack: a low-cost, AI-enabled IoT system for real-time, offline mosquito surveillance using acoustic & environmental sensing

13.01.2026 23:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Day 1 of the @AIM_Sciences Workshop on Formal Scientific Modeling: A Case Study in Global Health.

It was great catching up with Prof. Baez and engaging with his lecture on leveraging category theory for scientific modeling.

13.01.2026 19:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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In Caltechfor the AIM Workshop on Formal Scientific Modeling: A Case Study in Global Health.

Looking forward to catching up with colleagues, exploring new collaborations, & working together on advancing modeling approaches to address complex challenges in global health

12.01.2026 17:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0