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Applied Malaria Modeling Network AMMnet

@ammnetwork

A global community of malaria modelers, data analysts, and partners who develop, apply and use quantitative tools to inform decision-making and operations in malaria-endemic countries https://ammnet.org https://ammnet.github.io/ammnet-hackathon/

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Latest posts by Applied Malaria Modeling Network AMMnet @ammnetwork

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The Kinshasa School of Public Health, in partnership with the National Malaria Control Program, is convening a national workshop 05โ€“06 March 2026 to strengthen collaboration in malaria vector research in the Democratic Republic of Congo.

04.03.2026 15:50 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Meet our March Seminar's Meet-the-Modeler Pascal SUNGU! Pascal will be introducing himself at the seminar today March 3, 15:00 UTC. Register here:
zoom.us/webinar/regi...

03.03.2026 10:35 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
LinkedIn This link will take you to a page thatโ€™s not on LinkedIn

๐Ÿ“ข ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ณ๐—ผ๐—ฟ ๐˜๐—ต๐—ฒ ๐—ป๐—ฒ๐˜…๐˜ ๐—›๐—ฎ๐—ฐ๐—ธ๐—ฎ๐˜๐—ต๐—ผ๐—ป!โ€“ ๐— ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐Ÿญ๐Ÿฎ ๐—ฎ๐˜ ๐Ÿฌ๐Ÿฑ:๐Ÿฌ๐Ÿฌ ๐—จ๐—ง๐—–

๐Ÿ‘‰ zoom.us/webinar/regi...

๐ŸŒ Developing an SIR Model Using Python, Colab, and ChatGPT

๐—œ๐—ป๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐—ผ๐—ฟ: ๐—ก๐—ด๐˜‚๐˜†๐—ฒ๐—ป ๐—ง๐—ฟ๐—ฎ๐—ป

27.02.2026 16:24 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

๐Ÿ“ข ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ก๐—ผ๐˜„! ๐—”๐— ๐— ๐—ป๐—ฒ๐˜ ๐— ๐—ผ๐—ป๐˜๐—ต๐—น๐˜† ๐—ฆ๐—ฒ๐—บ๐—ถ๐—ป๐—ฎ๐—ฟ โ€“ ๐— ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐Ÿฏ ๐—ฎ๐˜ ๐Ÿญ๐Ÿฑ:๐Ÿฌ๐Ÿฌ ๐—จ๐—ง๐—–

zoom.us/webinar/regi...

๐ŸŒ Incorporating Environmental Determinants of Malaria into Predictive Models for Decision Support

Presenter: Dr. Michael Wimberly

26.02.2026 15:06 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐—ฃ๐—ฟ๐—ฒฬ๐˜€๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜€๐˜‚๐—ฟ ๐—น๐—ฒ๐˜€ ๐—ฟ๐—ฒฬ๐˜€๐˜‚๐—น๐˜๐—ฎ๐˜๐˜€ ๐—ฑ๐˜‚ ๐—ฟ๐—ฎ๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ ๐—ฑ๐—ฒ ๐—น'๐—ข๐—ฟ๐—ด๐—ฎ๐—ป๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐— ๐—ผ๐—ป๐—ฑ๐—ถ๐—ฎ๐—น๐—ฒ ๐—ฑ๐—ฒ ๐—น๐—ฎ ๐—ฆ๐—ฎ๐—ป๐˜๐—ฒฬ (๐—ข๐— ๐—ฆ) ๐˜€๐˜‚๐—ฟ ๐—น๐—ฒ ๐—ฝ๐—ฎ๐—น๐˜‚๐—ฑ๐—ถ๐˜€๐—บ๐—ฒ

๐Ÿ‘‰ ๐—˜๐—ป๐—ฟ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฟ๐—ฒ๐˜‡-๐˜ƒ๐—ผ๐˜‚๐˜€ ๐—ถ๐—ฐ๐—ถ:
zoom.us/webinar/regi...
๐Ÿ—“๏ธ ๐——๐—ฎ๐˜๐—ฒ : Mercredi 25 Fรฉvrier 2026
๐Ÿ• ๐—›๐—ฒ๐˜‚๐—ฟ๐—ฒ : 13h00 GMT
๐ŸŽ™๏ธ ๐—ฃ๐—ฟ๐—ฒฬ๐˜€๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ฒ๐˜‚๐—ฟ: Dr. Arnaud Le Menach

16.02.2026 16:52 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐—ฃ๐—ฟ๐—ฒฬ๐˜€๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜€๐˜‚๐—ฟ ๐—น๐—ฒ๐˜€ ๐—ฟ๐—ฒฬ๐˜€๐˜‚๐—น๐˜๐—ฎ๐˜๐˜€ ๐—ฑ๐˜‚ ๐—ฟ๐—ฎ๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ ๐—ฑ๐—ฒ ๐—น'๐—ข๐—ฟ๐—ด๐—ฎ๐—ป๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐— ๐—ผ๐—ป๐—ฑ๐—ถ๐—ฎ๐—น๐—ฒ ๐—ฑ๐—ฒ ๐—น๐—ฎ ๐—ฆ๐—ฎ๐—ป๐˜๐—ฒฬ (๐—ข๐— ๐—ฆ) ๐˜€๐˜‚๐—ฟ ๐—น๐—ฒ ๐—ฝ๐—ฎ๐—น๐˜‚๐—ฑ๐—ถ๐˜€๐—บ๐—ฒ

๐Ÿ‘‰ ๐—˜๐—ป๐—ฟ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฟ๐—ฒ๐˜‡-๐˜ƒ๐—ผ๐˜‚๐˜€ ๐—ถ๐—ฐ๐—ถ:
zoom.us/webinar/regi...
๐Ÿ—“๏ธ ๐——๐—ฎ๐˜๐—ฒ : Mercredi 25 Fรฉvrier 2026
๐Ÿ• ๐—›๐—ฒ๐˜‚๐—ฟ๐—ฒ : 13h00 GMT
๐ŸŽ™๏ธ ๐—ฃ๐—ฟ๐—ฒฬ๐˜€๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ฒ๐˜‚๐—ฟ: Dr. Arnaud Le Menach

16.02.2026 16:52 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Malaria Research Excellence: Honoring Gouvidรฉ Jean Gbaguidi with the Best Researcher Award ๐Ÿ… Gouvidรฉ Jean Gbaguidi has emerged as a pioneering force in the global battle against malaria, earning the prestigious Best Researcher Award for his groundbreaking contributions to infectious disease s...

We are pleased to announce that our AMMnet member, Dr. Gouvidรฉ Jean GBAGUIDI has won the Best Researcher Award (Malaria) from the International Research Awards on Infectious Diseases.

๐Ÿ”— More details:
infectious-diseases-conferences.pencis.com/gouvide-jean...

09.02.2026 20:32 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ก๐—ผ๐˜„! AMMnet Career Development Seminar โ€“ February 12 at 16:00 UTC
๐ŸŒ Grant Writing and Management
๐Ÿ‘‰ ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐˜๐—ผ๐—ฑ๐—ฎ๐˜† ๐—ฎ๐—ป๐—ฑ ๐—ท๐—ผ๐—ถ๐—ป ๐˜‚๐˜€ ๐—ผ๐—ป February 12!
zoom.us/webinar/regi...

04.02.2026 07:06 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Meet our February Seminar's Meet-the-Modeler, Almamy Youssouf LY! Almamy will be introducing himself at the seminar tomorrow February 3, 15:00 UTC. Register here: lnkd.in/edjBfnfp

02.02.2026 09:14 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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โ€ช
๐ŸฆŸ Next month AMMnet Seminar | Feb 3, 15:00 UTC
Topic: From Parallel to Integrated: Harmonizing SMC and Routine Supply Chains in Northern Nigeria
๐ŸŽ™ Mr. Michael Audu
๐Ÿ‘‰ Register here: zoom.us/webinar/regi...

21.01.2026 01:38 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๏ธ๐Ÿ—“ Date: Jeudi 29 Janvier 2026
๐Ÿ• Heure : 13h00 GMT
๐ŸŒ Impact du portage des genotypes RR, RS et de la mutation Kdr sur la prรฉvalence de l'infection aux microsporidies chez les An. gambiae s.s. et An. Coluzzii au sud du Bรฉnin.

๐Ÿ‘‰ Enregistrez-vous aujourd'hui

zoom.us/webinar/regi...

24.01.2026 06:35 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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โ€ช
๐ŸฆŸ Next month AMMnet Seminar | Feb 3, 15:00 UTC
Topic: From Parallel to Integrated: Harmonizing SMC and Routine Supply Chains in Northern Nigeria
๐ŸŽ™ Mr. Michael Audu
๐Ÿ‘‰ Register here: zoom.us/webinar/regi...

21.01.2026 01:38 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿš€ Register for the next AMMnet Hackathon!
๐Ÿ’ป GitHub, R & Quarto for Reproducible Public Health Data Science
๐Ÿ“… Jan 14 | ๐Ÿ•’ 13:00 UTC
๐ŸŽ™๏ธ Justin Millar, PhD (PATH)

Hands-on, beginner-friendly & collaborative.

๐Ÿ”— Register:
zoom.us/webinar/regi...

13.01.2026 15:34 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿš€ Register for the next AMMnet Hackathon!
๐Ÿ’ป GitHub, R & Quarto for Reproducible Public Health Data Science
๐Ÿ“… Jan 14 | ๐Ÿ•’ 13:00 UTC
๐ŸŽ™๏ธ Justin Millar, PhD (PATH)

Hands-on, beginner-friendly & collaborative.

๐Ÿ”— Register: zoom.us/webinar/regi...

17.12.2025 13:55 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Meet our January Seminar's Meet-the-Modeler, Maryam Edmond! Maryam will be introducing themselves at the seminar on January 6, 15:00 UTC. Two weeks away! Register here: zoom.us/webinar/regi...

22.12.2025 15:02 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿš€ AMMnet has a new website โ€” with a Recordings Library!

Catch up on past seminars, hackathons & discussions, all in one place.

๐ŸŽฅ Learn anytime, at your own pace.

๐Ÿ”— www.ammnet.org/activities/r...

19.12.2025 14:32 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Apply for the AMMnet Small Event Award (up to $3,000) to support local, in-person malaria-related events.

โฐ Deadline Feb 1!
๐Ÿ“„ Official template required
๐ŸŒ Open to all AMMnet members

๐Ÿ‘‰ www.ammnet.org/resources/sm...

18.12.2025 14:36 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿš€ Register for the next AMMnet Hackathon!
๐Ÿ’ป GitHub, R & Quarto for Reproducible Public Health Data Science
๐Ÿ“… Jan 14 | ๐Ÿ•’ 13:00 UTC
๐ŸŽ™๏ธ Justin Millar, PhD (PATH)

Hands-on, beginner-friendly & collaborative.

๐Ÿ”— Register: zoom.us/webinar/regi...

17.12.2025 13:55 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸฆŸ Next monthโ€™s AMMnet Seminar | Jan 6, 15:00 UTC
Topic: Different bioassays, consistent predictions
๐ŸŽ™ Dr. Emma Fairbanks
๐Ÿ‘‰ Register here: zoom.us/webinar/regi...

16.12.2025 16:25 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Missed the AMMnet December Seminar? ๐ŸŽฅ

Watch the recording (EN/FR/PT): www.ammnet.org/seminars/dec...

Learn how to use the MESA Resource Hub โ€” a living library of malaria tools, resources & training.
Catch up anytime! ๐ŸŒ๐Ÿ“š๐ŸฆŸ

09.12.2025 17:16 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿ“Š Donโ€™t miss the AMMnet Cameroon Webinar!
โ€œMaking Sense of Malaria Data: Foundations of Analysis & Insightโ€

๐Ÿ—“ Dec 15 | โฐ 12:15โ€“1:15 PM
๐ŸŽค Expert speakers from across Africa
๐Ÿ’ป Live on Zoom

Register โžก๏ธ docs.google.com/forms/d/e/1F...

Join us to strengthen malaria analytics! ๐ŸฆŸ๐Ÿ“ˆ

09.12.2025 15:48 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Home - MRC London Intercollegiate Doctoral Training Partnership Studentships About MRC LID Information for prospective studentship applicants Information for current studentship holders Information for...

๐Ÿ“ข Applications are open for the MRC London Intercollegiate DTP Studentships!

@lshtm.bsky.social & @citystgeorges.bsky.social are offering PhD projects in Global Health, Health Data Science, Translational & Implementation Research, and Infectious Disease.

๐Ÿ—“๏ธ Apply by 14 Jan
๐Ÿ‘‰ mrc-lid.lshtm.ac.uk

02.12.2025 14:09 ๐Ÿ‘ 6 ๐Ÿ” 5 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐— ๐—ฒ๐—ฒ๐˜ ๐—ผ๐˜‚๐—ฟ ๐——๐—ฒ๐—ฐ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฟ ๐—ฆ๐—ฒ๐—บ๐—ถ๐—ป๐—ฎ๐—ฟ'๐˜€ ๐— ๐—ฒ๐—ฒ๐˜-๐˜๐—ต๐—ฒ-๐— ๐—ผ๐—ฑ๐—ฒ๐—น๐—ฒ๐—ฟ! @barry1barry1r.bsky.social will be introducing himself at the seminar on ๐——๐—ฒ๐—ฐ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฟ ๐Ÿฎ, ๐Ÿญ๐Ÿฑ:๐Ÿฌ๐Ÿฌ ๐—จ๐—ง๐—–. It's not too late to register for the seminar here: northwestern.zoom.us/webinar/regi...

02.12.2025 00:45 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŒ AMMnet Asiaโ€“Pacific members โ€” donโ€™t miss this!
๐Ÿ—“ Dec 3 | 05:00 UTC
๐ŸŽ™ Dr. Ghulam Rahim Awab (MORU Tropical Health Network)
๐Ÿ“Š Malaria Control & Elimination in Afghanistan โ€“ Lessons for the Region

๐Ÿ”— Register: northwestern.zoom.us/webinar/regi...

#AMMnet #AsiaPacific #GlobalHealth #Malaria

12.11.2025 15:59 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐—”๐— ๐— ๐—ป๐—ฒ๐˜ ๐—›๐—ฎ๐˜€ ๐—ฎ ๐—ก๐—ฒ๐˜„ ๐—›๐—ผ๐—บ๐—ฒ ๐—ข๐—ป๐—น๐—ถ๐—ป๐—ฒ! ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ฟ๐—ฒ ๐—ข๐˜‚๐—ฟ ๐—ก๐—ฒ๐˜„ ๐—ช๐—ฒ๐—ฏ๐˜€๐—ถ๐˜๐—ฒ.

๐Ÿ‘‰ Take a moment to visit the site, click around, and explore.
www.ammnet.org #malaria #disease #modeling

19.11.2025 15:54 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿ“ข ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ก๐—ผ๐˜„! ๐—”๐— ๐— ๐—ป๐—ฒ๐˜ ๐— ๐—ผ๐—ป๐˜๐—ต๐—น๐˜† ๐—ฆ๐—ฒ๐—บ๐—ถ๐—ป๐—ฎ๐—ฟ โ€“ ๐——๐—ฒ๐—ฐ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฟ ๐Ÿฎ ๐—ฎ๐˜ ๐Ÿญ๐Ÿฑ:๐Ÿฌ๐Ÿฌ ๐—จ๐—ง๐—–
๐ŸŒ ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐— ๐—˜๐—ฆ๐—” ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ ๐—›๐˜‚๐—ฏ: ๐—” ๐—Ÿ๐—ถ๐˜ƒ๐—ถ๐—ป๐—ด ๐—Ÿ๐—ถ๐—ฏ๐—ฟ๐—ฎ๐—ฟ๐˜† ๐—ผ๐—ณ ๐— ๐—ฎ๐—น๐—ฎ๐—ฟ๐—ถ๐—ฎ ๐—ฎ๐—ป๐—ฑ ๐— ๐—ฎ๐—น๐—ฎ๐—ฟ๐—ถ๐—ฎ-๐—ฅ๐—ฒ๐—น๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ง๐—ผ๐—ผ๐—น๐˜€
๐—ฃ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ป๐˜๐—ฒ๐—ฟ: ๐˜๐˜ฆ๐˜ญ๐˜ฆ๐˜ฏ ๐˜•๐˜ธ๐˜ข๐˜ฏ๐˜ฐ๐˜ด๐˜ช๐˜ฌ๐˜ฆ, @mesamalaria.org

northwestern.zoom.us/webinar/regi... #diseasemodeling #malaria #modeling

19.11.2025 00:25 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŒ AMMnet Asiaโ€“Pacific members โ€” donโ€™t miss this!
๐Ÿ—“ Dec 3 | 05:00 UTC
๐ŸŽ™ Dr. Ghulam Rahim Awab (MORU Tropical Health Network)
๐Ÿ“Š Malaria Control & Elimination in Afghanistan โ€“ Lessons for the Region

๐Ÿ”— Register: northwestern.zoom.us/webinar/regi...

#AMMnet #AsiaPacific #GlobalHealth #Malaria

12.11.2025 15:59 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŽฏ International Training Program on Malaria Analytics
๐Ÿ“… Dec 1โ€“19, 2025 | ๐Ÿ“ Yaoundรฉ, Cameroon
๐Ÿ’ป Hands-on sessions in Data Science, Statistical & Mathematical Modeling.
๐Ÿ”— Register: form.123formbuilder.com/6903483/inte...

#Malaria #Training #Modeling #DataScience #PublicHealth

10.11.2025 15:15 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿ“ข Webinaire AMMnet Burkina
๐ŸฆŸ ยซ Impact des stratรฉgies antivectorielles sur la transmission du paludisme : Cas du Guiriko ยป
๐Ÿ“… Jeu 13 nov 2025 | ๐Ÿ• 13hโ€“14h GMT | ๐Ÿ’ป En ligne
๐Ÿ‘‰ Inscription : forms.gle/yzVhBJwt6zLU...

03.11.2025 17:23 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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November Monthly seminar is tomorrow at 15:00 UTC! Daylight Savings Time has ended in the U.S., meaning a one-hour difference may have occurred in your local time. Double-check that your calendar invite shows 15:00 UTC. If not, manually update your Zoom invite to 15:00 UTC.

03.11.2025 16:05 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0